{"id":5130,"date":"2026-03-05T09:42:53","date_gmt":"2026-03-05T09:42:53","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=5130"},"modified":"2026-03-11T18:50:34","modified_gmt":"2026-03-11T18:50:34","slug":"bi%cc%87r-robotla-telefonda-konusurken-ki%cc%87ni%cc%87n-telefonu-nasil-fethetti%cc%87gi%cc%87-ve-onu-nasil-taniyacagim","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2026\/03\/bi%cc%87r-robotla-telefonda-konusurken-ki%cc%87ni%cc%87n-telefonu-nasil-fethetti%cc%87gi%cc%87-ve-onu-nasil-taniyacagim\/","title":{"rendered":"Bir robotla telefonda konu\u015ftu\u011fumda - yapay zeka telefonu nas\u0131l fethediyor ve onu nas\u0131l tan\u0131yabilirim?"},"content":{"rendered":"<p>G\u00fcnl\u00fck ya\u015famda ilk ba\u015fta tamamen s\u0131radan g\u00f6r\u00fcnen anlar vard\u0131r. Masan\u0131zda oturmu\u015f, bir makale \u00fczerinde \u00e7al\u0131\u015f\u0131yor, yeni bir konu hakk\u0131nda d\u00fc\u015f\u00fcn\u00fcyorsunuz - ve aniden telefon \u00e7al\u0131yor. Tan\u0131mad\u0131\u011f\u0131n\u0131z bir numara. Benim durumumda, Ruhr b\u00f6lgesinden bir arama koduydu: 0233 gibi bir \u015fey. Serbest \u00e7al\u0131\u015fan bir ki\u015fi olarak zaman zaman b\u00f6yle telefonlar al\u0131rs\u0131n\u0131z. Genellikle asl\u0131nda ihtiyac\u0131n\u0131z olmayan reklamlar, hizmetler veya tavsiyelerle ilgilidir.<\/p>\n<p>Ben de normal bir \u015fekilde aramay\u0131 cevaplad\u0131m. Di\u011fer u\u00e7ta dost canl\u0131s\u0131 bir kad\u0131n sesi cevap verdi. Kendisini Facebook ve Instagram ile \u00e7al\u0131\u015fan bir \u00e7al\u0131\u015fan olarak tan\u0131tt\u0131. \u015ea\u015f\u0131rt\u0131c\u0131 olmayan bir \u015fekilde, konu reklamlard\u0131. Reklamlar hakk\u0131nda. Eri\u015fim hakk\u0131nda. \u015eirketler i\u00e7in g\u00f6r\u00fcn\u00fcrl\u00fck.<!--more--><\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-412 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-412 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">G\u00fcn\u00fcm\u00fcz\u00fcn sosyal sorunlar\u0131<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-412\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"woher stammt sars-cov-2? ein sachlicher \u00dcberblick \u00fcber alle corona-theorien\" data-id=\"3521\"  data-category=\"allgemein gesellschaft gesundheit\" data-post_tag=\"deutschland gesundheit krisen sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/sars-cov-2-nereden-geli%cc%87yor-tuem-korona-teori%cc%87leri%cc%87ne-gercekci%cc%87-bi%cc%87r-genel-bakis\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">SARS-CoV-2 nereden geliyor? T\u00fcm korona teorilerine ger\u00e7ek\u00e7i bir genel bak\u0131\u015f<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1440\" height=\"1024\" class=\"attachment-full size-full\" alt=\"SARS-CoV-2 - Korona\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona.jpg\" data-dpt-sizes=\"(max-width: 1440px) 100vw, 1440px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona.jpg 1440w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona-300x213.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona-1024x728.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona-768x546.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/sars-covii-corona-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/sars-cov-2-nereden-geli%cc%87yor-tuem-korona-teori%cc%87leri%cc%87ne-gercekci%cc%87-bi%cc%87r-genel-bakis\/\" rel=\"bookmark\">SARS-CoV-2 nereden geliyor? T\u00fcm korona teorilerine ger\u00e7ek\u00e7i bir genel bak\u0131\u015f<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ulrike gu\u00e9rot: eine europ\u00e4erin zwischen idee, universit\u00e4t und \u00f6ffentlichem diskurs\" data-id=\"4039\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit portrait sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Ulrike Gu\u00e9rot ve Avrupa\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" rel=\"bookmark\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"wer ist eigentlich j. d. vance? ein portrait zu herkunft, karriere, widerspr\u00fcchen und zukunft\" data-id=\"5395\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"energiepolitik erfahrungen europa geopolitik krisen meinungsfreiheit portrait sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/j-d-vance-ki%cc%87mdi%cc%87r-koekenleri%cc%87-kari%cc%87yeri%cc%87-celi%cc%87ski%cc%87leri%cc%87-ve-gelecegi%cc%87ni%cc%87n-bi%cc%87r-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">J. D. Vance ger\u00e7ekte kimdir? K\u00f6kenleri, kariyeri, \u00e7eli\u015fkileri ve gelece\u011fine dair bir portre<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"J. D. Vance kimdir?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-168x112.jpg 168w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-160x107.jpg 160w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-187x125.jpg 187w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-600x400.jpg 600w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-264x176.jpg 264w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-200x133.jpg 200w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-270x180.jpg 270w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-290x193.jpg 290w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-120x80.jpg 120w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/JD-Vance-Portrait-177x118.jpg 177w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/j-d-vance-ki%cc%87mdi%cc%87r-koekenleri%cc%87-kari%cc%87yeri%cc%87-celi%cc%87ski%cc%87leri%cc%87-ve-gelecegi%cc%87ni%cc%87n-bi%cc%87r-portresi%cc%87\/\" rel=\"bookmark\">J. D. Vance ger\u00e7ekte kimdir? K\u00f6kenleri, kariyeri, \u00e7eli\u015fkileri ve gelece\u011fine dair bir portre<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"vicco von b\u00fclow alias loriot \u2013 ordnung, form und der leise widerstand des humors\" data-id=\"4169\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"deutschland erfahrungen pers\u00f6nlichkeitsentwicklung portrait\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/vicco-von-buelow-takma-adi-loriot-si%cc%87pari%cc%87s-formu-ve-mi%cc%87zahin-sessi%cc%87z-di%cc%87reni%cc%87si%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Vicco von B\u00fclow nam-\u0131 di\u011fer Loriot - d\u00fczen, bi\u00e7im ve mizah\u0131n sessiz direni\u015fi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1250\" height=\"912\" class=\"attachment-full size-full\" alt=\"\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel.jpg\" data-dpt-sizes=\"(max-width: 1250px) 100vw, 1250px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel.jpg 1250w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-300x219.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-1024x747.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-768x560.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-16x12.jpg 16w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/vicco-von-buelow-takma-adi-loriot-si%cc%87pari%cc%87s-formu-ve-mi%cc%87zahin-sessi%cc%87z-di%cc%87reni%cc%87si%cc%87\/\" rel=\"bookmark\">Vicco von B\u00fclow nam-\u0131 di\u011fer Loriot - d\u00fczen, bi\u00e7im ve mizah\u0131n sessiz direni\u015fi<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<p>Konu\u015fma, bu t\u00fcr telefon g\u00f6r\u00fc\u015fmelerinden bildi\u011fimiz ayn\u0131 ses tonuyla ba\u015flad\u0131. Kibar, profesyonel, biraz da proval\u0131. Bana g\u00fcn\u00fcm\u00fczde pek \u00e7ok \u015firketin yeni m\u00fc\u015fterilere ula\u015fmakta zorland\u0131\u011f\u0131n\u0131 anlatt\u0131. Online reklamc\u0131l\u0131k, \u00f6zellikle KOB\u0130 sekt\u00f6r\u00fc olarak adland\u0131r\u0131lan k\u00fc\u00e7\u00fck ve orta \u00f6l\u00e7ekli i\u015fletmeler i\u00e7in belirleyici bir fakt\u00f6r. Facebook ve Instagram potansiyel m\u00fc\u015fterilere ula\u015fmak i\u00e7in muazzam f\u0131rsatlar sunuyor.<\/p>\n<p>O konu\u015furken, ilk ba\u015fta normal bir \u015fekilde dinledim. Hi\u00e7bir \u015fey ola\u011fand\u0131\u015f\u0131 g\u00f6r\u00fcnm\u00fcyordu. Sesi insani ve do\u011fal geliyordu, hatta hafif bir g\u00fcney Alman leh\u00e7esi bile vard\u0131. Bu da her \u015feyi rahats\u0131z edici olmaktan \u00e7ok sevimli k\u0131l\u0131yordu. D\u00fcnyan\u0131n herhangi bir yerindeki geleneksel bir \u00e7a\u011fr\u0131 merkezi gibi de\u011fil, daha \u00e7ok ger\u00e7ekten Almanya'dan arayan biri gibi geliyordu.<\/p>\n<p>Bu t\u00fcr konu\u015fmalar genellikle ayn\u0131 kal\u0131b\u0131 izler. Bir noktada, aranan ki\u015finin teklifin neden kendisiyle ilgili olmad\u0131\u011f\u0131n\u0131 a\u00e7\u0131klad\u0131\u011f\u0131 an gelir. Ve ben de tam olarak bunu yapt\u0131m.<\/p>\n<p>Ona temelde ne demek istedi\u011fini anlad\u0131\u011f\u0131m\u0131, ancak sosyal medyan\u0131n benim i\u00e7in daha \u00e7ok ikincil bir rol oynad\u0131\u011f\u0131n\u0131 s\u00f6yledim. As\u0131l i\u015fim ba\u015fka bir yerde. Bir yay\u0131nevi i\u015fletiyorum, makaleler, kitaplar ve dergim \u00fczerinde \u00e7al\u0131\u015f\u0131yorum. Sosyal medya daha \u00e7ok bir yan g\u00f6steri. Yard\u0131mc\u0131 olabilir ama i\u015fimin \u00f6z\u00fc de\u011fil. Bunu ona nispeten sakin bir \u015fekilde a\u00e7\u0131klad\u0131m.<\/p>\n<p>Ba\u015flang\u0131\u00e7ta bekledi\u011finiz gibi tepki verdi. Dinledi, k\u0131saca onaylad\u0131 ve ard\u0131ndan konu\u015fmas\u0131na devam etti. Bu noktada bana \u00f6zel bir teklifi anlatmaya ba\u015flad\u0131. Bu, \u00f6zellikle \u015firketlere y\u00f6nelik bir t\u00fcr reklam kampanyas\u0131yd\u0131. Yakla\u015f\u0131k be\u015f bin potansiyel m\u00fc\u015fterinin g\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fcn\u00fc sa\u011flayabilece\u011fi s\u00f6yleniyordu. Dijital varl\u0131\u011f\u0131n \u00f6neminden, \u015firketlerin eri\u015fimlerini nas\u0131l art\u0131rabileceklerinden ve Facebook ve Instagram'\u0131n yeni hedef gruplara ula\u015fmalar\u0131na nas\u0131l yard\u0131mc\u0131 olaca\u011f\u0131ndan bahsetti.<\/p>\n<p>\u0130\u00e7eri\u011fin kendisi \u015fa\u015f\u0131rt\u0131c\u0131 de\u011fildi. Pazarlama ajanslar\u0131yla konu\u015fmu\u015f olan herkes bu t\u00fcr ifadeleri bilir. Ancak konu\u015fma \u015feklindeki bir \u015fey beni rahats\u0131z etmeye ba\u015flam\u0131\u015ft\u0131. Ses tonu aniden biraz farkl\u0131 g\u00f6r\u00fcnd\u00fc. Sanki y\u00fcksek sesle bir \u015feyler okuyor gibiydi. Belli olmas\u0131 gerekmiyordu. Ama bir \u015fekilde fazla p\u00fcr\u00fczs\u00fcz, fazla yap\u0131land\u0131r\u0131lm\u0131\u015f, fazla m\u00fckemmel form\u00fcle edilmi\u015fti. Sanki c\u00fcmle c\u00fcmle bir sunum yap\u0131yor gibiydi.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5137 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla-1024x683.jpg\" alt=\"Yapay zeka ile telefon g\u00f6r\u00fc\u015fmesi\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Blabla.jpg 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Dinlemeye devam ettim ve ilk ba\u015fta ba\u015fka bir \u015fey d\u00fc\u015f\u00fcnmedim. Belki de ger\u00e7ekten \u00f6n\u00fcnde bir \u015fablon vard\u0131. Ne de olsa bir\u00e7ok sat\u0131\u015f toplant\u0131s\u0131 tam olarak b\u00f6yle ge\u00e7er.<\/p>\n<p>Ben de a\u00e7\u0131klamalar\u0131na tekrar yan\u0131t verdim. Bak\u0131\u015f a\u00e7\u0131lar\u0131n\u0131 anlad\u0131\u011f\u0131m\u0131 ancak \u015fu anda bu t\u00fcr reklamlara ihtiyac\u0131m olmad\u0131\u011f\u0131n\u0131 bir kez daha a\u00e7\u0131klad\u0131m. Benim i\u015fim farkl\u0131 i\u015fliyor. \u0130\u00e7erik olu\u015fturuyorum, makaleler yaz\u0131yorum, uzun vadede konular geli\u015ftiriyorum. Sosyal medya bu konuda yard\u0131mc\u0131 olabilir, ancak merkezi kald\u0131ra\u00e7 de\u011fildir.<\/p>\n<p>Ben bunlar\u0131 s\u00f6ylerken ilgin\u00e7 bir \u015fey oldu.<\/p>\n<p>K\u0131sa bir duraklama oldu. Sadece bir saniye kadar.<\/p>\n<p>Ard\u0131ndan az \u00f6nce s\u00f6ylediklerimin i\u00e7eri\u011fiyle \u00f6rt\u00fc\u015fen bir cevap geldi. Belli ki zaten belli bir medya varl\u0131\u011f\u0131m oldu\u011funu ve bu nedenle belki de farkl\u0131 \u00f6ncelikler belirledi\u011fimi s\u00f6yledi. Halihaz\u0131rda bir eri\u015fim a\u011f\u0131 olu\u015fturmu\u015f olan bir \u015firket i\u00e7in reklam vermek elbette yeni ba\u015flayan \u015firketlerden farkl\u0131 bir karard\u0131r.<\/p>\n<p>C\u00fcmle, az \u00f6nce s\u00f6ylediklerimle \u015fa\u015f\u0131rt\u0131c\u0131 derecede iyi \u00f6rt\u00fc\u015f\u00fcyordu. Ama ayn\u0131 zamanda kula\u011fa yine tuhaf geliyordu. Yine o hafif \u00f6nceden okunmu\u015f ton. Yine haz\u0131rlanm\u0131\u015f bir metin gibi hissettiren o yap\u0131.<\/p>\n<p>O anda daha dikkatli dinlemeye ba\u015flad\u0131m. \u00c7\u00fcnk\u00fc aniden \u00e7ok basit bir soru ortaya \u00e7\u0131kt\u0131. E\u011fer ger\u00e7ekten sadece bir senaryoyu okuyorsa - benim ifademe bu kadar kesin bir \u015fekilde yan\u0131t veren bu cevap nereden geliyor? Ger\u00e7ekten \u00f6n\u00fcnde konu\u015fman\u0131n gidi\u015fat\u0131na g\u00f6re se\u00e7ti\u011fi y\u00fczlerce farkl\u0131 metin sayfas\u0131 m\u0131 var? Yoksa burada ba\u015fka bir \u015feyler mi oluyor?<\/p>\n<p>Bunu d\u00fc\u015f\u00fcn\u00fcrken ba\u015fka bir \u015fey daha fark ettim. Konu\u015fman\u0131n ak\u0131\u015f\u0131 garip bir \u015fekilde dengeliydi. Spontane tepkiler, k\u00fc\u00e7\u00fck dil s\u00fcr\u00e7meleri, do\u011fa\u00e7lama form\u00fclasyonlar yoktu. Her \u015fey inan\u0131lmaz derecede temiz, neredeyse fazla temiz geliyordu.<\/p>\n<p>Ve birden kafamda yeni bir olas\u0131l\u0131k belirdi. Belki de bir insanla konu\u015fmuyordum. Belki de hatt\u0131n di\u011fer ucunda ger\u00e7ek bir insan de\u011fil, bir sistem vard\u0131r. Yapay bir ses. Bir yapay zeka.<\/p>\n<p>Bu fikir ilk ba\u015fta sa\u00e7ma gelmi\u015fti. Ama \u00fczerinde d\u00fc\u015f\u00fcnd\u00fck\u00e7e daha akla yatk\u0131n hale geldi. \u00c7\u00fcnk\u00fc bir \u015fey uymuyordu: Cevaplar ayn\u0131 anda hem uyarlanm\u0131\u015f hem de sanki okunmu\u015f gibi g\u00f6r\u00fcn\u00fcyordu. Sanki birisi ne dedi\u011fimi anlam\u0131\u015f ama yine de haz\u0131r metin mod\u00fcllerine geri d\u00f6nm\u00fc\u015f gibiydi.<\/p>\n<p>\u015eu anda ka\u00e7 tane b\u00f6yle sistem oldu\u011funu merak etmeye ba\u015flad\u0131m. Ka\u00e7 tane konu\u015fma art\u0131k insanlar aras\u0131nda de\u011fil, insanlar ve makineler aras\u0131nda ger\u00e7ekle\u015fiyor olabilir. \u0130\u015fte tam da o anda \u00e7ok basit bir soru sormaya karar verdim.<\/p>\n<p>Bu gizemi hemen \u00e7\u00f6zecek bir soru.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-413 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 10px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-413 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Almanya hakk\u0131nda g\u00fcncel makaleler<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-413\" class=\"dpt-wrapper dpt-list2 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"energie, macht und abh\u00e4ngigkeit: europas weg vom exportweltmeister zum nachfrager\" data-id=\"4945\"  data-category=\"allgemein featured gesellschaft\" data-post_tag=\"denkmodelle deutschland energiepolitik eu-gesetze europa geopolitik krisen meinungsfreiheit sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/enerji%cc%87-guecue-ve-bagimliligi-avrupanin-duenya-i%cc%87hracat-sampi%cc%87yonlugundan-tueketi%cc%87ci%cc%87li%cc%87ge-geci%cc%87si%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Enerji, g\u00fc\u00e7 ve ba\u011f\u0131ml\u0131l\u0131k: Avrupa'n\u0131n d\u00fcnya ihracat \u015fampiyonlu\u011fundan t\u00fcketicili\u011fe giden yolu<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Avrupa ve enerji\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Europa-Energie-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/enerji%cc%87-guecue-ve-bagimliligi-avrupanin-duenya-i%cc%87hracat-sampi%cc%87yonlugundan-tueketi%cc%87ci%cc%87li%cc%87ge-geci%cc%87si%cc%87\/\" rel=\"bookmark\">Enerji, g\u00fc\u00e7 ve ba\u011f\u0131ml\u0131l\u0131k: Avrupa'n\u0131n d\u00fcnya ihracat \u015fampiyonlu\u011fundan t\u00fcketicili\u011fe giden yolu<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"jan-josef liefers: ein portr\u00e4t \u00fcber haltung, herkunft und k\u00fcnstlerische freiheit\" data-id=\"3854\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland erfahrungen krisen lernen meinungsfreiheit musik pers\u00f6nlichkeitsentwicklung portrait\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Jan-Josef Liefers\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" rel=\"bookmark\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"kriegst\u00fcchtigkeit, wehrpflicht &#038; verweigerung: was im ernstfall zu tun ist\" data-id=\"2966\"  data-category=\"allgemein b\u00fccher gesellschaft tipps &amp; anleitungen\" data-post_tag=\"buch deutschland geopolitik gesundheit krisen pers\u00f6nlichkeitsentwicklung ratgeber sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/askerli%cc%87k-hi%cc%87zmeti%cc%87ne-karsi-vi%cc%87cdani%cc%87-ret-aci%cc%87l-durumlarda-ne-yapilmali\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Sava\u015fa uygunluk, zorunlu askerlik ve ret: acil bir durumda ne yapmal\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Zorunlu askerlik: askerlik hizmetini reddetmek\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/wehrpflicht-kriegsdienst-verweigern.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/wehrpflicht-kriegsdienst-verweigern.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wehrpflicht-kriegsdienst-verweigern-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wehrpflicht-kriegsdienst-verweigern-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/wehrpflicht-kriegsdienst-verweigern-768x512.jpg 768w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/askerli%cc%87k-hi%cc%87zmeti%cc%87ne-karsi-vi%cc%87cdani%cc%87-ret-aci%cc%87l-durumlarda-ne-yapilmali\/\" rel=\"bookmark\">Sava\u015fa uygunluk, zorunlu askerlik ve ret: acil bir durumda ne yapmal\u0131<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ulrike gu\u00e9rot: eine europ\u00e4erin zwischen idee, universit\u00e4t und \u00f6ffentlichem diskurs\" data-id=\"4039\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit portrait sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Ulrike Gu\u00e9rot ve Avrupa\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ulrike-guerot-portrait-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/ulrike-guerot-ueni%cc%87versi%cc%87te-fi%cc%87kri%cc%87-ve-kamusal-soeylem-arasinda-bi%cc%87r-avrupali\/\" rel=\"bookmark\">Ulrike Gu\u00e9rot: Fikir, \u00fcniversite ve kamusal s\u00f6ylem aras\u0131nda bir Avrupal\u0131<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>Ger\u00e7e\u011fin ortaya \u00e7\u0131kt\u0131\u011f\u0131 an<\/h2>\n<p>O anda akl\u0131ma \u015fu d\u00fc\u015f\u00fcnce geldi: belki de bir insanla konu\u015fmuyorumdur. Bunun hakk\u0131nda d\u00fc\u015f\u00fcnd\u00fck\u00e7e, konu\u015fmadaki daha fazla ayr\u0131nt\u0131 aniden yerine oturdu. Cevaplar\u0131mdan sonraki k\u0131sa gecikmeler. Garip bir \u015fekilde e\u015fit konu\u015fma \u015fekli. Ayn\u0131 anda bireysel gibi g\u00f6r\u00fcnen, ancak her zaman hafif\u00e7e \u00f6nceden okunmu\u015f bir karaktere sahip olan c\u00fcmleler.<\/p>\n<p>Sanki bir bulmaca yava\u015f yava\u015f bir araya geliyor gibiydi. Ben de hemen \u00e7\u00f6zmeye karar verdim. Karma\u015f\u0131k testler yok, hileli sorular yok. Sadece basit, a\u00e7\u0131k bir soru. Konu\u015fmay\u0131 k\u0131saca kestim ve \u015f\u00f6yle dedim:<\/p>\n<blockquote><p><em>\u201eBir sorum daha var.\u201c<\/em><\/p><\/blockquote>\n<p>Hatt\u0131n di\u011fer ucunda k\u0131sa bir duraklama daha oldu. Uzun de\u011fil, belki bir saniye. Ama bunu bilin\u00e7li olarak fark etmem i\u00e7in yeterince uzun. Sonra \u015fu anda dilimin ucunda olan soruyu sordum:<\/p>\n<blockquote><p><em>\u201eGer\u00e7ekten bir insanla m\u0131 yoksa bir robotla m\u0131 konu\u015fuyorum?\u201c<\/em><\/p><\/blockquote>\n<p>\u00c7ok do\u011frudan bir soruydu. Asl\u0131nda bir insan\u0131n sorunsuzca cevaplayabilece\u011fi bir soruydu. Birinin g\u00fclmesini, belki biraz sinirli bir tepki vermesini ya da basit\u00e7e \u015f\u00f6yle demesini beklersiniz: <em>\u201eTabii ki benimle konu\u015fuyorsun.\u201c<\/em><\/p>\n<p>Ama tam olarak b\u00f6yle bir \u015fey olmad\u0131. Bunun yerine, ba\u015flang\u0131\u00e7ta ka\u00e7amak gibi g\u00f6r\u00fcnen bir cevap ald\u0131k.<\/p>\n<p>Ses bana, bir dan\u0131\u015fma g\u00f6r\u00fc\u015fmesiyle ilgilenirsem ger\u00e7ek bir ki\u015finin benimle ileti\u015fime ge\u00e7ece\u011fini garanti edebilece\u011fini s\u00f6yledi. Daha sonra \u015firketim i\u00e7in hangi se\u00e7eneklerin mant\u0131kl\u0131 olaca\u011f\u0131n\u0131 birlikte tart\u0131\u015fabilirdik.<\/p>\n<p>Cevap kula\u011fa kibar geliyordu. Profesyonelce. Ama soruma cevap vermedi. Bir ki\u015finin daha sonra ileti\u015fime ge\u00e7ip ge\u00e7meyece\u011fini sormam\u0131\u015ft\u0131m. \u015eu anda kiminle konu\u015ftu\u011fumu sormu\u015ftum. Bu tutars\u0131zl\u0131k durumu daha da ilgin\u00e7 hale getirdi. \u00c7\u00fcnk\u00fc insan bir diyalog orta\u011f\u0131 muhtemelen sorumu farkl\u0131 anlayacakt\u0131. Belki bir an \u015fa\u015f\u0131racak, belki g\u00fclecek, hatta biraz al\u0131nganl\u0131k g\u00f6sterecekti. Ama muhtemelen do\u011frudan cevap verirdi.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5138 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech-1024x683.jpg\" alt=\"Ger\u00e7e\u011fin ortaya \u00e7\u0131kt\u0131\u011f\u0131 an\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Gespraech.jpg 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Ancak burada ba\u015fka bir \u015fey oldu. Cevap ka\u00e7amakt\u0131. Konu\u015fman\u0131n as\u0131l amac\u0131na geri d\u00f6nd\u00fc: bir dan\u0131\u015fmanl\u0131k seans\u0131 satmak. \u0130\u015fte o an \u015f\u00fcphelerim nihayet g\u00fc\u00e7lendi.<\/p>\n<p>Ben de sakince bir kez daha bu teklifle ger\u00e7ekten ilgilenmedi\u011fimi a\u00e7\u0131klad\u0131m. Daha \u00f6nce s\u00f6yledi\u011fim \u015feyi tekrarlad\u0131m: sosyal medya benim i\u00e7in merkezi bir konu de\u011fil. Bir dergi, makaleler, kitaplar ve yay\u0131nevim \u00fczerinde \u00e7al\u0131\u015f\u0131yorum. Facebook reklamc\u0131l\u0131\u011f\u0131 \u015fu anda \u00f6nceliklerimden biri de\u011fil.<\/p>\n<p>Konu\u015furken dikkatle dinledim.<\/p>\n<p>K\u0131sa bir duraklama daha oldu. Sonra ba\u015fka bir cevap geldi - yine kibar, yine dost\u00e7a, ama yine hafif mekanik bir tonla. Bunda tam olarak neyin ola\u011fand\u0131\u015f\u0131 oldu\u011funu tarif etmek zordu. Ses insana benziyordu, kelimeler do\u011fruydu, c\u00fcmleler anlaml\u0131yd\u0131. Yine de bir \u015feyler eksikti. Belki de ger\u00e7ek konu\u015fmalar\u0131n genellikle sahip oldu\u011fu o ince \u00f6ng\u00f6r\u00fclemezlikti. \u0130nsanlar spontane tepki verirler. Ses tonlar\u0131n\u0131 de\u011fi\u015ftirirler, birbirlerinin s\u00f6z\u00fcn\u00fc keserler, do\u011fa\u00e7lama yaparlar.<\/p>\n<p>\u00d6te yandan burada her \u015fey d\u00fczenli g\u00f6r\u00fcn\u00fcyordu. D\u00fczenlenmi\u015f. Sanki arka planda g\u00f6r\u00fcnmez bir sistem bir sonraki c\u00fcmlenin ne olaca\u011f\u0131na karar veriyordu. Ben de tekrar denedim. Sald\u0131rgan bir \u015fekilde de\u011fil, y\u00fczle\u015ferek de\u011fil - sadece merakla.<\/p>\n<p>Asl\u0131nda tekliften ziyade kiminle konu\u015ftu\u011fum sorusuyla ilgilendi\u011fimi tekrarlad\u0131m. Ancak bu kez yeni bir a\u00e7\u0131klama gelmedi. Bunun yerine, konu\u015fman\u0131n tonu aniden de\u011fi\u015fti.<\/p>\n<p>Ses sert bir \u015fekilde art\u0131k yoluna devam etmesi gerekti\u011fini s\u00f6yledi. Ba\u015fka g\u00f6revler vard\u0131. Sonra veda etti.<\/p>\n<blockquote><p><em>\u201eArt\u0131k hayat\u0131ma devam etmeliyim. G\u00fcle g\u00fcle.\u201c<\/em><\/p><\/blockquote>\n<p>Ve bu konu\u015fman\u0131n sonu oldu. Ne ba\u015fka bir tart\u0131\u015fma, ne beni ikna etme \u00e7abas\u0131, ne de bir sorgulama. Konu\u015fma basit\u00e7e iptal edildi.<\/p>\n<p>Bir s\u00fcre orada oturdum ve telefonuma bakt\u0131m. Garip bir duyguydu. \u00c7\u00fcnk\u00fc konu\u015fma birka\u00e7 dakika boyunca tamamen normal gelmi\u015fti. Tipik bir sat\u0131\u015f g\u00f6r\u00fc\u015fmesi gibiydi, y\u0131llard\u0131r bildi\u011finiz t\u00fcrden. Dost\u00e7a bir ses, bir teklif, birka\u00e7 itiraz, birka\u00e7 cevap.<\/p>\n<p>Ve yine de bu garip his sonunda kald\u0131. Ya ger\u00e7ekten de bir makineyle konu\u015ftuysam? Ya pazarlama, eri\u015fim ve potansiyel m\u00fc\u015fteriler hakk\u0131nda bu kadar do\u011fal konu\u015fan bu ses asl\u0131nda bir insandan gelmiyorsa? \u00c7\u00fcnk\u00fc d\u00fcr\u00fcst olmak gerekirse, bu senaryo i\u00e7inde ya\u015fad\u0131\u011f\u0131m\u0131z zamana m\u00fckemmel bir \u015fekilde uyuyor. Metin yazan sistemler. Konu\u015fmalar yapan programlar. Ger\u00e7ek insanlardan neredeyse ay\u0131rt edilemeyen yapay sesler.<\/p>\n<p>Belki de az \u00f6nce olan tam olarak buydu. Belki de az \u00f6nce bir makineden \u00e7a\u011fr\u0131 alm\u0131\u015ft\u0131m ve neredeyse bunun fark\u0131nda bile de\u011fildim. Bu d\u00fc\u015f\u00fcncenin pe\u015fini b\u0131rakamad\u0131m. Ve bunu d\u00fc\u015f\u00fcnd\u00fck\u00e7e, bu \u00f6zel durumda yan\u0131l\u0131yor olsam bile, bunun ger\u00e7ekten \u00f6nemli olmad\u0131\u011f\u0131n\u0131 fark ettim.<\/p>\n<p>\u00c7\u00fcnk\u00fc b\u00f6yle bir g\u00f6r\u00fc\u015fmeyi m\u00fcmk\u00fcn k\u0131lacak teknoloji uzun zamand\u0131r var. Ve e\u011fer varsa, o zaman kullan\u0131lacakt\u0131r. Dolay\u0131s\u0131yla as\u0131l soru art\u0131k bu t\u00fcr konu\u015fmalar\u0131n yap\u0131l\u0131p yap\u0131lmayaca\u011f\u0131 de\u011fil. Tek soru ne s\u0131kl\u0131kta olaca\u011f\u0131d\u0131r.<\/p>\n<hr \/>\n<h3>Yerel yapay zeka sistemlerinin kullan\u0131m\u0131na ili\u015fkin g\u00fcncel anket<\/h3>\n<div class='bootstrap-yop yop-poll-mc'>\n\t\t\t\t\t\t\t<div class=\"basic-yop-poll-container\" style=\"background-color:#ffffff; border:0px; border-style:solid; border-color:#000000; border-radius:5px; padding:0px 5px;\" data-id=\"9\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"2a40d19f0aec6a9745a0e48a47ec8a93\" data-pid=\"4039\" data-resdet=\"votes-number,percentages\" data-show-results-to=\"guest\" data-show-results-moment=\"after-vote\" data-show-results-only=\"false\" data-show-message=\"true\" data-show-results-as=\"bar\" data-sort-results-by=\"as-defined\" data-sort-results-rule=\"asc\"data-is-ended=\"0\" data-percentages-decimals=\"2\" data-gdpr=\"no\" data-gdpr-sol=\"consent\" data-css=\".basic-yop-poll-container[data-uid] .basic-vote {\t\t\t\t\t\t\t\t\ttext-align: center;\t\t\t\t\t\t\t\t}\" data-counter=\"0\" data-load-with=\"1\" data-notification-section=\"top\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"basic-inner\"><div class=\"basic-message hide\" style=\"border-left: 10px solid #008000; padding: 0px 10px;\" data-error=\"#ff0000\" data-success=\"#008000\"><p class=\"basic-message-text\" style=\"color:#000000; font-size:14px; font-weight:normal;\"><\/p><\/div><div class=\"basic-overlay hide\"><div class=\"basic-vote-options\"><\/div><div class=\"basic-preloader\"><div class=\"basic-windows8\"><div class=\"basic-wBall basic-wBall_1\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_2\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_3\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_4\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_5\"><div class=\"basic-wInnerBall\"><\/div><\/div><\/div><\/div><\/div><form class=\"basic-form\" action=\"\"><input type=\"hidden\" name=\"_token\" value=\"39b867e6f1\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"4357851e803f9a954a506fc22c613d7e\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"no\" data-min=\"1\" data-max=\"7\" data-display=\"vertical\" data-colnum=\"\" data-display-others=\"no\" data-others-color=\"\" data-others=\"\" data-others-max-chars=\"0\"><div class=\"basic-question-title\"><h5 style=\"color:#000000; font-size:16px; font-weight:normal; text-align:left;\">MLX veya Ollama gibi yerel olarak \u00e7al\u0131\u015fan yapay zeka yaz\u0131l\u0131mlar\u0131 hakk\u0131nda ne d\u00fc\u015f\u00fcn\u00fcyorsunuz?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"45\" data-type=\"text\" data-vn=\"116\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[45]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[45]\" name=\"answer[9]\" value=\"45\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Ingenious - nihayet buluttan ba\u011f\u0131ms\u0131z<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"46\" data-type=\"text\" data-vn=\"24\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[46]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[46]\" name=\"answer[9]\" value=\"46\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">\u0130lgin\u00e7, ancak (hala) \u00e7ok karma\u015f\u0131k<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"47\" data-type=\"text\" data-vn=\"20\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[47]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[47]\" name=\"answer[9]\" value=\"47\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Yak\u0131nda deneyece\u011fim.<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"48\" data-type=\"text\" data-vn=\"5\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[48]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[48]\" name=\"answer[9]\" value=\"48\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">\u0130htiyac\u0131m yok - bulut benim i\u00e7in yeterli<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"49\" data-type=\"text\" data-vn=\"2\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[49]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[49]\" name=\"answer[9]\" value=\"49\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Bunun tam olarak ne hakk\u0131nda oldu\u011funu bilmiyorum.<\/span><\/label><\/div><\/li><\/ul><\/div><div class=\"clearfix\"><\/div><\/div><div class=\"basic-vote\"><a href=\"#\" class=\"button basic-vote-button\" role=\"button\" style=\"background:#027bb8; border:0px; border-style: solid; border-color:#000000; border-radius:5px; padding:10px 10px; color:#ffffff; font-size:14px; font-weight:normal;\">Oylama<\/a><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"tr\"\/><\/form><\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n<hr \/>\n<h2>Yeni nesil telefon yapay zekas\u0131<\/h2>\n<p>Konu\u015fmadan sonra telefonuma bakt\u0131\u011f\u0131mda akl\u0131mdan tek bir soru \u00e7\u0131kmad\u0131: Bir makineyle konu\u015fuyor olmam ne kadar olas\u0131? Sadece birka\u00e7 y\u0131l \u00f6nce, bu fikir muhtemelen h\u0131zla reddedilirdi. Telefon konu\u015fmalar\u0131, insanlar\u0131n uzun s\u00fcredir yeri doldurulamaz olarak kabul edildi\u011fi alanlardan biriydi. Dil karma\u015f\u0131k, spontane ve n\u00fcanslarla doludur. Leh\u00e7eler, ironi, k\u00fc\u00e7\u00fck duraklamalar, tonlamalar - t\u00fcm bunlar insan ileti\u015fimini makineler i\u00e7in \u00e7ok zor hale getiriyordu.<\/p>\n<p>Ancak bu imaj yeni yeni de\u011fi\u015fmeye ba\u015fl\u0131yor. Bir\u00e7ok insan\u0131n hen\u00fcz fark\u0131na varmad\u0131\u011f\u0131 \u015fey: Makinelerin ikna edici telefon g\u00f6r\u00fc\u015fmeleri yapabilmesi i\u00e7in gereken teknik gereksinimler art\u0131k b\u00fcy\u00fck \u00f6l\u00e7\u00fcde mevcut. Ve \u015fa\u015f\u0131rt\u0131c\u0131 bir h\u0131zla geli\u015fiyorlar.<\/p>\n<h3>Sesli komuttan ger\u00e7ek sohbete<\/h3>\n<p>Bu yoldaki ilk ad\u0131m nispeten basit ses sistemleriyle ba\u015flad\u0131. Bir\u00e7ok insan bu sistemlere g\u00fcnl\u00fck hayatlar\u0131ndan a\u015finad\u0131r: ak\u0131ll\u0131 telefonlardaki sesli asistanlar, arabalardaki navigasyon sistemleri veya evdeki dijital yard\u0131mc\u0131lar.<\/p>\n<p>Ba\u015flang\u0131\u00e7ta bu sistemler sadece basit komutlar\u0131 anlayabiliyordu. Onlara hava durumunu sorabilir, m\u00fczik ba\u015flatabilir veya bir adres girebilirdiniz. Cevaplar\u0131 \u00f6nceden programlanm\u0131\u015ft\u0131 ve diyaloglar \u00e7ok s\u0131n\u0131rl\u0131yd\u0131.<\/p>\n<p>Ancak modern dil modellerinin ortaya \u00e7\u0131kmas\u0131yla durum temelden de\u011fi\u015fmi\u015ftir. G\u00fcn\u00fcm\u00fczde sistemler konu\u015fulan dili neredeyse ger\u00e7ek zamanl\u0131 olarak tan\u0131yabilmekte, analiz edebilmekte ve tepki verebilmektedir. Bir makine ile yap\u0131lan bir konu\u015fma arka planda birka\u00e7 teknik ad\u0131mdan ge\u00e7mektedir:<\/p>\n<ul>\n<li>\u0130lk olarak, ki\u015finin konu\u015fma dili tan\u0131n\u0131r ve metne d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr. Konu\u015fma tan\u0131ma olarak adland\u0131r\u0131lan bu i\u015flem art\u0131k o kadar hassas hale gelmi\u015ftir ki, leh\u00e7eler veya arka plan g\u00fcr\u00fclt\u00fcleri bile \u00e7o\u011fu zaman b\u00fcy\u00fck bir sorun olmaktan \u00e7\u0131km\u0131\u015ft\u0131r.<\/li>\n<li>Bir dil modeli daha sonra ifadenin i\u00e7eri\u011fini analiz eder. Ne demek istendi\u011fini, sorunun arkas\u0131ndaki niyetin ne oldu\u011funu ve hangi cevab\u0131n uygun olabilece\u011fini anlamaya \u00e7al\u0131\u015f\u0131r.<\/li>\n<li>Bir sonraki ad\u0131mda, sistem bir cevap form\u00fcle eder - art\u0131k sadece sabit bir senaryodan de\u011fil, genellikle b\u00fcy\u00fck bir dil modelinden dinamik olarak olu\u015fturulur.<\/li>\n<li>Son olarak, bu metin tekrar konu\u015fma diline d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr. Modern konu\u015fma sentezi sistemleri \u015fa\u015f\u0131rt\u0131c\u0131 derecede ger\u00e7ek\u00e7i sesler \u00fcretebilir.<\/li>\n<\/ul>\n<p>Sonu\u00e7, insanlar i\u00e7in \u015fa\u015f\u0131rt\u0131c\u0131 derecede do\u011fal hissedilebilecek bir sohbettir.<\/p>\n<h3>Makineler neden aniden telefon g\u00f6r\u00fc\u015fmeleri yapmaya ba\u015flad\u0131?<\/h3>\n<p>Ancak soru sadece bu teknolojinin var olup olmad\u0131\u011f\u0131 de\u011fil. As\u0131l heyecan verici soru \u015fu: \u015firketler bunu neden kullan\u0131yor?<\/p>\n<p>Cevap nispeten basit. Telefonla m\u00fc\u015fteri temaslar\u0131 bir\u00e7ok \u015firket i\u00e7in en pahal\u0131 alanlardan biridir. Geleneksel \u00e7a\u011fr\u0131 merkezleri personel, e\u011fitim, i\u015f istasyonlar\u0131 ve altyap\u0131 gerektirir. \u00c7al\u0131\u015fanlara \u00f6deme yap\u0131lmas\u0131 gerekir, molalara ihtiya\u00e7lar\u0131 vard\u0131r ve g\u00fcnde yaln\u0131zca s\u0131n\u0131rl\u0131 say\u0131da arama yapabilirler.<\/p>\n<p>\u00d6te yandan bir makine tamamen farkl\u0131 \u00e7al\u0131\u015f\u0131r. Otomatik bir sistem ayn\u0131 anda bir\u00e7ok insanla konu\u015fabilir. Yorulmadan g\u00fcn\u00fcn her saati \u00e7al\u0131\u015fabilir. Ve bir insan \u00e7al\u0131\u015fan\u0131n \u00e7a\u011fr\u0131 ba\u015f\u0131na katlanaca\u011f\u0131 maliyetin yaln\u0131zca bir k\u0131sm\u0131na katlan\u0131r.<\/p>\n<p>Binlerce potansiyel m\u00fc\u015fteriyle ileti\u015fim kurmak isteyen \u015firketler i\u00e7in bu muazzam bir ekonomik avantajd\u0131r. \u00d6zellikle pazarlama sekt\u00f6r\u00fcnde, tam da bu ama\u00e7la, yani otomatik sat\u0131\u015f veya dan\u0131\u015fma aramalar\u0131 yapmak i\u00e7in giderek daha fazla sistem geli\u015ftirilmektedir. Bu sistemler \u00f6rne\u011fin<\/p>\n<ul>\n<li>Potansiyel m\u00fc\u015fterileri aray\u0131n<\/li>\n<li>Randevular\u0131 ayarlay\u0131n<\/li>\n<li>\u0130lk dan\u0131\u015fmanl\u0131k seanslar\u0131n\u0131 ger\u00e7ekle\u015ftirin<\/li>\n<li>\u0130lgi sorgusu<\/li>\n<li>\u0130nsan sat\u0131\u015f g\u00f6revlileri i\u00e7in ki\u015fileri \u00f6nceden nitelendirin<\/li>\n<\/ul>\n<p>\u0130nsanlar genellikle ancak daha sonra - ger\u00e7ek bir ilgi oldu\u011fu zaten belli oldu\u011funda - devreye girerler.<\/p>\n<h3>Hibrit yakla\u015f\u0131m: senaryo ve yapay zeka<\/h3>\n<p>Bu sistemlerin \u00e7o\u011fu tamamen serbest bir \u015fekilde de\u011fil, hibrit model olarak adland\u0131r\u0131lan bir modele g\u00f6re \u00e7al\u0131\u015fmaktad\u0131r. Bu, g\u00f6r\u00fc\u015fmenin bir k\u0131sm\u0131n\u0131n geleneksel \u00e7a\u011fr\u0131 merkezlerine benzer \u015fekilde sabit bir senaryoyu takip etti\u011fi anlam\u0131na gelir. Belirli ifadeler, teklifler veya a\u00e7\u0131klamalar \u00f6nceden belirlenmi\u015f bir bi\u00e7imde sunulur.<br \/>\nBununla birlikte, ayn\u0131 zamanda, bir yapay zeka di\u011fer ki\u015finin ne s\u00f6yledi\u011fini analiz eder ve belirli anahtar kelimelere veya ifadelere tepki verebilir.<\/p>\n<p>Ger\u00e7ek bir sohbet izlenimi yaratan da tam olarak bu kombinasyondur. Baz\u0131 cevaplar spontane ve bireysel g\u00f6r\u00fcn\u00fcrken, di\u011ferleri haz\u0131rlanm\u0131\u015f metin mod\u00fclleri gibi geliyor. Muhatap i\u00e7in di\u011fer u\u00e7ta bir insan m\u0131 yoksa bir sistem mi oldu\u011funu anlamak genellikle zordur.<br \/>\nGeriye d\u00f6n\u00fcp bakt\u0131\u011f\u0131mda, bu \u00f6r\u00fcnt\u00fc yapt\u0131\u011f\u0131m konu\u015fmayla \u015fa\u015f\u0131rt\u0131c\u0131 derecede iyi \u00f6rt\u00fc\u015f\u00fcyordu. Baz\u0131 cevaplar s\u00f6ylediklerime \u00e7ok uygun g\u00f6r\u00fcn\u00fcrken, di\u011ferleri neredeyse okunmu\u015f gibiydi.<\/p>\n<h3>\u0130nsan sesine benzeyen sesler<\/h3>\n<p>Ancak bu geli\u015fmenin belki de en \u015fa\u015f\u0131rt\u0131c\u0131 yan\u0131 sesin kendisi. Sadece birka\u00e7 y\u0131l \u00f6nce, bilgisayar taraf\u0131ndan \u00fcretilen sesler belirgin bir \u015fekilde yapay geliyordu. Monoton, mekanik ve tan\u0131nmas\u0131 nispeten kolayd\u0131.<\/p>\n<p>Bug\u00fcn i\u015fler \u00e7ok farkl\u0131 g\u00f6r\u00fcn\u00fcyor. Modern konu\u015fma sentezi, kula\u011fa inan\u0131lmaz derecede do\u011fal gelen sesler \u00fcretebiliyor. Duygular\u0131 taklit edebiliyor, k\u00fc\u00e7\u00fck duraklamalar ekleyebiliyor ve hatta b\u00f6lgesel konu\u015fma renklerini taklit edebiliyorlar.<\/p>\n<p>Benim konu\u015fmamda duydu\u011fum gibi hafif bir leh\u00e7e art\u0131k teknik bir sorun de\u011fil. Bir\u00e7ok insan i\u00e7in bu durum, ger\u00e7ek sesler ile yapay olarak \u00fcretilmi\u015f sesler aras\u0131nda ayr\u0131m yapmay\u0131 giderek zorla\u015ft\u0131r\u0131yor.<\/p>\n<h3>Sessiz bir de\u011fi\u015fim<\/h3>\n<p>Bu geli\u015fmeyle ilgili ilgin\u00e7 olan \u015fey, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde fark edilmemi\u015f olmas\u0131. Makinelerin aniden telefon g\u00f6r\u00fc\u015fmeleri yapmas\u0131yla ilgili b\u00fcy\u00fck man\u015fetler yok. Bir \u00e7a\u011fr\u0131 orta\u011f\u0131n\u0131n insan olmayabilece\u011fine dair a\u00e7\u0131k bir duyuru yok.<\/p>\n<p>Bunun yerine, teknoloji yava\u015f yava\u015f g\u00fcnl\u00fck ya\u015fam\u0131n i\u00e7ine giriyor. Burada bir arama, orada bir randevu, ba\u015fka bir yerde bir m\u00fc\u015fteri hizmetleri aramas\u0131. Ve giderek daha s\u0131k olarak, telefondaki dost\u00e7a ses art\u0131k bir insan de\u011fil, insan konu\u015fmalar\u0131n\u0131 m\u00fcmk\u00fcn oldu\u011funca inand\u0131r\u0131c\u0131 bir \u015fekilde taklit etmek i\u00e7in e\u011fitilmi\u015f bir sistem olabilir.<\/p>\n<p>Arad\u0131\u011f\u0131mda durumun ger\u00e7ekten b\u00f6yle olup olmad\u0131\u011f\u0131 geriye d\u00f6n\u00fcp bak\u0131ld\u0131\u011f\u0131nda kesin olarak s\u00f6ylenemez, ancak kuvvetle muhtemeldir. Ancak kesin olan bir \u015fey var: bunun i\u00e7in teknik olanaklar uzun zamand\u0131r mevcut. Ve her ge\u00e7en ay daha da iyi hale geliyorlar.<\/p>\n<h3>Kendi k\u0131z\u0131n\u0131z\u0131n sesi bir tuza\u011fa d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcnde<\/h3>\n<p>Modern yapay zeka teknolojisinin k\u00f6t\u00fcye kullan\u0131m\u0131n\u0131n \u00f6zellikle \u00fcz\u00fcc\u00fc bir \u00f6rne\u011fi Hessischer Rundfunk taraf\u0131ndan yay\u0131nlanan bir haberde g\u00f6sterilmektedir. Haberde, bir kad\u0131n telefonda kendi k\u0131z\u0131n\u0131 duydu\u011funu sand\u0131\u011f\u0131 bir g\u00f6r\u00fc\u015fmeyi aktar\u0131yor. Ses ayn\u0131 anda hem paniklemi\u015f hem de tan\u0131d\u0131k geliyordu:<\/p>\n<p>Ciddi bir kaza olmu\u015f, bir ki\u015fi \u00f6lm\u00fc\u015ft\u00fc ve \u015fimdi g\u00f6zalt\u0131nda tutulma tehdidi vard\u0131. K\u0131sa bir s\u00fcre sonra, s\u00f6zde bir kad\u0131n polis temasa ge\u00e7ti ve serbest b\u0131rak\u0131lman\u0131n ancak y\u00fcksek bir kefalet kar\u015f\u0131l\u0131\u011f\u0131nda m\u00fcmk\u00fcn olabilece\u011fini a\u00e7\u0131klad\u0131. Talep edilen miktar yakla\u015f\u0131k 120,000 Euro idi. Ancak daha sonra k\u0131z\u0131n sesinin yapay zeka yard\u0131m\u0131yla aldat\u0131c\u0131 bir \u015fekilde taklit edildi\u011fi ortaya \u00e7\u0131kt\u0131.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_3h4g59tP1wM\"><div id=\"lyte_3h4g59tP1wM\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2F3h4g59tP1wM%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\"><\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/3h4g59tP1wM\" rel=\"nofollow noopener\" target=\"_blank\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2F3h4g59tP1wM%2F0.jpg\" alt=\"YouTube video k\u00fc\u00e7\u00fck resmi\" width=\"640\" height=\"340\" \/><br \/>Bu videoyu YouTube'da izleyin<\/a><\/noscript><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:640px;margin:5px;\"><\/div><br \/>\nYapay zeka kullanan yeni hain doland\u0131r\u0131c\u0131l\u0131k | <a href=\"https:\/\/www.youtube.com\/@hessischerRundfunkARD\" target=\"_blank\" rel=\"nofollow noopener\">ana kule<\/a><\/p>\n<p>Bu vaka, modern konu\u015fma sentezinin art\u0131k ne kadar ikna edici olabilece\u011fini ve beklenmedik aramalar yaparken tan\u0131d\u0131k seslere bile k\u00f6r\u00fc k\u00f6r\u00fcne g\u00fcvenmemenin ne kadar \u00f6nemli hale geldi\u011fini etkileyici bir \u015fekilde ortaya koyuyor.<\/p>\n<h2>\u0130nsans\u0131z \u00e7a\u011fr\u0131 merkezleri<\/h2>\n<p>Kendi deneyimlerinizden bir an geri \u00e7ekilip konuya ay\u0131k bir \u015fekilde bakarsan\u0131z, \u015firketlerin neden ilk etapta makinelerin telefon g\u00f6r\u00fc\u015fmesi yapmas\u0131na izin verme fikrine sahip oldu\u011fu hemen anla\u015f\u0131l\u0131r. Bu geli\u015fmenin arkas\u0131ndaki ger\u00e7ek itici g\u00fc\u00e7 teknolojiye duyulan heyecan de\u011fildir. Ekonomiktir.<\/p>\n<p>\u00c7a\u011fr\u0131 merkezleri onlarca y\u0131ld\u0131r bir\u00e7ok \u015firketin en pahal\u0131 alanlar\u0131ndan biri olmu\u015ftur. \u0130ster m\u00fc\u015fteri hizmetleri, ister randevu alma ya da sat\u0131\u015f aramalar\u0131 olsun, telefon g\u00f6r\u00fc\u015fmelerinin yap\u0131ld\u0131\u011f\u0131 her yerde maliyetler ortaya \u00e7\u0131kar. \u00c7al\u0131\u015fanlar\u0131n i\u015fe al\u0131nmas\u0131, e\u011fitilmesi ve \u00fccretlerinin \u00f6denmesi gerekir. \u0130\u015f istasyonlar\u0131n\u0131n kurulmas\u0131 gerekir. Ard\u0131ndan \u00e7al\u0131\u015fma saatleri, mola d\u00fczenlemeleri, tatil haklar\u0131 ve hastal\u0131k izinleri gelir.<\/p>\n<p>\u0130nsanlar bu i\u015fi yapt\u0131\u011f\u0131 s\u00fcrece t\u00fcm bunlar tamamen normal ve do\u011fald\u0131r. Ancak bir \u015firket a\u00e7\u0131s\u0131ndan bak\u0131ld\u0131\u011f\u0131nda, bu fakt\u00f6rlerin her biri ek maliyet anlam\u0131na gelir.<\/p>\n<p>Otomatik sistemlerin cazibesi tam da bu noktada ba\u015fl\u0131yor. Bir makinenin i\u015fyerine, tatile ya da molaya ihtiyac\u0131 yoktur. Teorik olarak g\u00fcn\u00fcn her saati \u00e7al\u0131\u015fabilir. Ve ayn\u0131 anda bir\u00e7ok insanla konu\u015fabilir.<\/p>\n<p>Bir insan \u00e7al\u0131\u015fan g\u00fcnde elli ya da altm\u0131\u015f arama yapabilirken, otomatik bir sistem y\u00fczlerce hatta binlerce g\u00f6r\u00fc\u015fme yapabilir. Bu g\u00f6r\u00fc\u015fmelerin sadece k\u00fc\u00e7\u00fck bir k\u0131sm\u0131 ger\u00e7ek bir m\u00fc\u015fteriyle sonu\u00e7lansa bile, ekonomik olarak h\u0131zl\u0131 bir \u015fekilde kar\u015f\u0131l\u0131\u011f\u0131n\u0131 verebilir. Bu da \u00f6zellikle pazarlama ve sat\u0131\u015f \u015firketlerinin bu t\u00fcr teknolojilerle neden \u00e7ok ilgilendi\u011fini a\u00e7\u0131kl\u0131yor.<\/p>\n<p>S\u00fcre\u00e7 genellikle nispeten basittir:<\/p>\n<ul>\n<li>\u0130lk olarak, potansiyel ki\u015filerden olu\u015fan geni\u015f bir liste olu\u015fturulur. Bu liste \u00e7e\u015fitli kaynaklardan elde edilebilir: kamuya a\u00e7\u0131k \u015firket veritabanlar\u0131, i\u015fletme dizinleri veya mevcut m\u00fc\u015fteri verileri.<\/li>\n<li>Daha sonra otomatik bir sistem ilk temas\u0131 kurar. Makine arar, kendini tan\u0131t\u0131r ve belirli bir modele g\u00f6re bir konu\u015fma ba\u015flat\u0131r. Bir teklifi a\u00e7\u0131klar, birka\u00e7 soru sorar ve temel d\u00fczeyde bir ilgi olup olmad\u0131\u011f\u0131n\u0131 \u00f6\u011frenmeye \u00e7al\u0131\u015f\u0131r.<\/li>\n<li>\u00c7o\u011fu durumda, arama hemen orada sona erer. Aranan ki\u015fi ilgilenmiyorsa, temas basit\u00e7e sonland\u0131r\u0131l\u0131r. \u00d6te yandan, ilgilenme sinyali verilirse, sistem ki\u015fiyi bir insan \u00e7al\u0131\u015fana y\u00f6nlendirebilir.<\/li>\n<\/ul>\n<p>\u0130nsanlar yaln\u0131zca potansiyel bir m\u00fc\u015fteri zaten kalifiye oldu\u011funda devreye girer.<\/p>\n<h3>S\u0131rada hangi meslekler yok olabilir?<\/h3>\n<p><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-2946 size-medium\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-300x200.jpg\" alt=\"Gelecekte hangi i\u015fler yapay zeka taraf\u0131ndan ortadan kald\u0131r\u0131lacak?\" width=\"300\" height=\"200\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg 1536w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a>Yukar\u0131da anlat\u0131lan telefon g\u00f6r\u00fc\u015fmesi m\u00fcnferit bir olay de\u011fil, daha b\u00fcy\u00fck bir geli\u015fmenin par\u00e7as\u0131d\u0131r. Yapay zeka \u015fu anda t\u00fcm end\u00fcstrileri de\u011fi\u015ftiriyor - \u00e7o\u011fu zaman bir\u00e7ok insan\u0131n fark etti\u011finden daha h\u0131zl\u0131. M\u00fc\u015fteri deste\u011fi, \u00e7a\u011fr\u0131 merkezleri, i\u015fleme veya basit metin ve \u00e7eviri i\u015fleri gibi bir\u00e7ok tekrar eden s\u00fcreci olan faaliyetler \u00f6zellikle etkilenmektedir. G\u00fcn\u00fcm\u00fczde modern ses modelleri ve sesli robotlar, g\u00fcn\u00fcn her saati ve hi\u00e7 ara vermeden konu\u015fmalar ger\u00e7ekle\u015ftirebiliyor, belgeleri analiz edebiliyor veya e-postalar\u0131 yan\u0131tlayabiliyor. Sonu\u00e7 olarak, bir\u00e7ok geleneksel ofis ve ileti\u015fim i\u015fi bask\u0131 alt\u0131na giriyor. Ayr\u0131nt\u0131l\u0131 arka plan makalemde <a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\"><em><strong>\u201eYapay zeka: hangi i\u015fler risk alt\u0131nda - ve \u015fimdi kendimizi nas\u0131l silahland\u0131rabiliriz\u201c<\/strong><\/em><\/a> Hangi mesleklerin \u00f6zellikle etkilenece\u011fini ve bu de\u011fi\u015fikliklere erken bir a\u015famada haz\u0131rlanman\u0131n neden mant\u0131kl\u0131 oldu\u011funu g\u00f6steriyorum.<\/p>\n<h3>Bu, \u015firketler i\u00e7in b\u00fcy\u00fck bir avantajd\u0131r<\/h3>\n<p>Bunun nedeni, sat\u0131\u015f alan\u0131ndaki telefon g\u00f6r\u00fc\u015fmelerinin \u00e7o\u011funun zaten iptalle sonu\u00e7lanmas\u0131d\u0131r. \u0130lgilenmeyen ki\u015fileri aramak genellikle bir sat\u0131\u015f eleman\u0131n\u0131n i\u015finin en \u00e7ok zaman alan k\u0131sm\u0131d\u0131r. Otomatik sistemler bu k\u0131sm\u0131 \u00fcstlenebilir ve b\u00f6ylece insan \u00e7al\u0131\u015fanlar\u0131n y\u00fck\u00fcn\u00fc hafifletebilir.<\/p>\n<p>Bu ayn\u0131 zamanda bu sistemlerin \u00e7o\u011funun neden t\u00fcm konu\u015fmay\u0131 de\u011fi\u015ftirmeye \u00e7al\u0131\u015fmad\u0131\u011f\u0131n\u0131 da a\u00e7\u0131kl\u0131yor. Sadece ilk ad\u0131m\u0131 devral\u0131yorlar. \u015e\u00f6yle de diyebilirsiniz: makine kap\u0131y\u0131 a\u00e7ar, insan ancak daha sonra as\u0131l konu\u015fmay\u0131 devral\u0131r.<\/p>\n<p>Bir di\u011fer avantaj ise \u00f6l\u00e7eklenebilirliktir. Geleneksel bir \u00e7a\u011fr\u0131 merkezi yaln\u0131zca mevcut \u00e7al\u0131\u015fan say\u0131s\u0131 kadar \u00e7a\u011fr\u0131y\u0131 kar\u015f\u0131layabilir. Bir \u015firket aniden daha b\u00fcy\u00fck bir kampanya ba\u015flatmak isterse, yeni \u00e7al\u0131\u015fanlar\u0131n i\u015fe al\u0131nmas\u0131 ve e\u011fitilmesi gerekir.<\/p>\n<p>\u00d6te yandan otomatik bir sistem neredeyse an\u0131nda geni\u015fletilebilir. Yaz\u0131l\u0131m bir kez kurulduktan sonra, nispeten az bir \u00e7abayla ek aramalar yap\u0131labilir. Personel say\u0131s\u0131n\u0131 art\u0131rmaya gerek kalmadan k\u0131sa bir s\u00fcre i\u00e7inde yeni kampanyalar ba\u015flat\u0131labilir. Bu esneklik, dijital pazarlama d\u00fcnyas\u0131nda \u00f6zellikle caziptir.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5139 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter-1024x683.jpg\" alt=\"\u0130nsans\u0131z \u00e7a\u011fr\u0131 merkezleri\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Callcenter.jpg 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Genellikle g\u00f6z ard\u0131 edilen bir di\u011fer fakt\u00f6r: Tutarl\u0131l\u0131k<\/h3>\n<p>\u0130nsanlar hi\u00e7bir zaman tam olarak ayn\u0131 \u015fekilde konu\u015fmazlar. Bir sat\u0131\u015f eleman\u0131 k\u00f6t\u00fc bir g\u00fcn ge\u00e7iriyor, yorgun ya da stresli olabilir. Bir di\u011feri ise \u00f6zellikle motive ve ikna edicidir. Bu farkl\u0131l\u0131klar insan davran\u0131\u015f\u0131n\u0131n bir par\u00e7as\u0131d\u0131r.<\/p>\n<p>\u00d6te yandan makineler net kurallara g\u00f6re \u00e7al\u0131\u015f\u0131r. Her zaman ayn\u0131 \u015feyleri s\u00f6ylerler, her zaman ayn\u0131 sorular\u0131 sorarlar ve \u00f6nceden tan\u0131mlanm\u0131\u015f diyalog modeline s\u0131k\u0131 s\u0131k\u0131ya ba\u011fl\u0131 kal\u0131rlar. Bir\u00e7ok \u015firket a\u00e7\u0131s\u0131ndan bu bir avantajd\u0131r \u00e7\u00fcnk\u00fc ilk temaslar\u0131n kalitesini standartla\u015ft\u0131r\u0131r.<\/p>\n<p>Elbette bu geli\u015fmenin bir ba\u015fka y\u00f6n\u00fc daha var. Bir insanla sohbet etmek, bir makineyle sohbet etmekten farkl\u0131 bir his veriyor. Yapay bir ses kula\u011fa inand\u0131r\u0131c\u0131 gelse bile, genellikle tarif edilmesi zor bir \u015feyden yoksundur: insan ileti\u015fiminin spontane dinamikleri.<\/p>\n<p>Bir insan do\u011fa\u00e7lama yapabilir, mizah g\u00f6sterebilir, beklenmedik bir a\u00e7\u0131klama yapabilir veya basit\u00e7e spontane tepki verebilir. Makineler, becerileri h\u0131zla geli\u015fse bile bu t\u00fcr durumlarla ba\u015fa \u00e7\u0131kmakta hala zorlanmaktad\u0131r.<\/p>\n<p>Bu nedenle bir\u00e7ok \u015firket hibrit bir yakla\u015f\u0131ma g\u00fcveniyor. Makine ilk temaslar\u0131 devral\u0131yor, potansiyel m\u00fc\u015fterileri filtreliyor ve ard\u0131ndan bunlar\u0131 ger\u00e7ek \u00e7al\u0131\u015fanlara aktar\u0131yor. Bu, otomatik verimlilik ve insan ileti\u015fiminin bir kombinasyonunu olu\u015fturur. Bir\u00e7ok \u015firket i\u00e7in bu \u015fu anda ideal bir uzla\u015fmad\u0131r.<\/p>\n<p>Ancak bu ara durum bile sadece bir ge\u00e7i\u015f a\u015famas\u0131 olabilir. \u00c7\u00fcnk\u00fc sistemler ne kadar iyi hale gelirse, o kadar fazla g\u00f6rev \u00fcstlenebilirler. Bug\u00fcn hala basit bir ilk dan\u0131\u015fma olan \u015fey, yar\u0131n tam bir dan\u0131\u015fmanl\u0131k seans\u0131 olabilir.<\/p>\n<p>Bundan kaynaklanan sorular teknik olmaktan ziyade sosyaldir.<\/p>\n<ul>\n<li>Makineler giderek daha fazla konu\u015fma yapt\u0131\u011f\u0131nda ileti\u015fimimiz nas\u0131l de\u011fi\u015fecek?<\/li>\n<li>Ve art\u0131k hatt\u0131n di\u011fer ucunda ger\u00e7ekten bir insan olup olmad\u0131\u011f\u0131ndan emin olamayaca\u011f\u0131m\u0131z ger\u00e7e\u011fiyle nas\u0131l ba\u015fa \u00e7\u0131kaca\u011f\u0131z?<\/li>\n<\/ul>\n<p>Belki de tam da bu noktada, bu tuhaf telefon g\u00f6r\u00fc\u015fmesiyle ya\u015fad\u0131\u011f\u0131m k\u00fc\u00e7\u00fck deneyim birdenbire daha b\u00fcy\u00fck bir \u00f6nem kazan\u0131yor. \u00c7\u00fcnk\u00fc s\u0131radan bir sat\u0131\u015f g\u00f6r\u00fc\u015fmesi gibi ba\u015flayan \u015fey asl\u0131nda gelece\u011fe k\u00fc\u00e7\u00fck bir bak\u0131\u015f olabilirdi.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-414 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 10px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-414 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Almanya hakk\u0131nda g\u00fcncel makaleler<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-414\" class=\"dpt-wrapper dpt-list2 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"cancel culture im westen: sport, universit\u00e4ten, milit\u00e4r und eu-sanktionen analysiert\" data-id=\"5009\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland europa geopolitik krisen meinungsfreiheit sicherheitspolitik spieltheorie\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/batida-i%cc%87ptal-kueltuerue-spor-ueni%cc%87versi%cc%87teleri%cc%87-askeri%cc%87-ve-ab-yaptirimlari-anali%cc%87z-edi%cc%87ldi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">\u0130ptal Bat\u0131'da k\u00fclt\u00fcr: spor, \u00fcniversiteler, ordu ve AB yapt\u0131r\u0131mlar\u0131 analiz edildi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Bat\u0131&#039;da K\u00fclt\u00fcr\u00fc \u0130ptal Et\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/batida-i%cc%87ptal-kueltuerue-spor-ueni%cc%87versi%cc%87teleri%cc%87-askeri%cc%87-ve-ab-yaptirimlari-anali%cc%87z-edi%cc%87ldi%cc%87\/\" rel=\"bookmark\">\u0130ptal Bat\u0131'da k\u00fclt\u00fcr: spor, \u00fcniversiteler, ordu ve AB yapt\u0131r\u0131mlar\u0131 analiz edildi<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"dauerkrise als normalzustand: wie narrative unsere wahrnehmung verzerren\" data-id=\"3840\"  data-category=\"allgemein b\u00fccher gesellschaft\" data-post_tag=\"buch deutschland energiepolitik erfahrungen europa krisen meinungsfreiheit pers\u00f6nlichkeitsentwicklung\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/normal-bi%cc%87r-durum-olarak-kalici-kri%cc%87z-anlatilar-algimizi-nasil-carpitiyor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Normal bir durum olarak s\u00fcrekli kriz: Anlat\u0131lar alg\u0131m\u0131z\u0131 nas\u0131l \u00e7arp\u0131t\u0131yor?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Kal\u0131c\u0131 kriz, anlat\u0131lar\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/dauerkrise-narrative-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/normal-bi%cc%87r-durum-olarak-kalici-kri%cc%87z-anlatilar-algimizi-nasil-carpitiyor\/\" rel=\"bookmark\">Normal bir durum olarak s\u00fcrekli kriz: Anlat\u0131lar alg\u0131m\u0131z\u0131 nas\u0131l \u00e7arp\u0131t\u0131yor?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"vom ende der wehrpflicht bis zu schulstreiks: die neue debatte \u00fcber bundeswehr und bildung\" data-id=\"5147\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"deutschland europa geopolitik krisen meinungsfreiheit sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/zorunlu-askerli%cc%87gi%cc%87n-sona-ermesi%cc%87nden-okul-grevleri%cc%87ne-alman-si%cc%87lahli-kuvvetleri%cc%87-ve-egi%cc%87ti%cc%87m-uezeri%cc%87ne-yeni%cc%87-tartismalar\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Zorunlu askerli\u011fin sona ermesinden okul grevlerine: Bundeswehr ve e\u011fitim \u00fczerine yeni tart\u0131\u015fma<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Okullarda zorunlu askerlik hizmeti ve Bundeswehr ile ilgili okul grevleri\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Wehrpflicht-Schulstreiks-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/zorunlu-askerli%cc%87gi%cc%87n-sona-ermesi%cc%87nden-okul-grevleri%cc%87ne-alman-si%cc%87lahli-kuvvetleri%cc%87-ve-egi%cc%87ti%cc%87m-uezeri%cc%87ne-yeni%cc%87-tartismalar\/\" rel=\"bookmark\">Zorunlu askerli\u011fin sona ermesinden okul grevlerine: Bundeswehr ve e\u011fitim \u00fczerine yeni tart\u0131\u015fma<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"sinkende gasspeicher in deutschland: technik, grenzen und politische konsequenzen\" data-id=\"4581\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"deutschland energiepolitik europa krisen ratgeber\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/almanyada-azalan-gaz-depolama-tekni%cc%87k-sinirlar-ve-si%cc%87yasi%cc%87-sonuclar\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Almanya'da batan gaz depolama tesisleri: teknoloji, s\u0131n\u0131rlar ve siyasi sonu\u00e7lar<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Almanya&#039;da gaz depolama\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Gasspeicher-Deutschland-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/almanyada-azalan-gaz-depolama-tekni%cc%87k-sinirlar-ve-si%cc%87yasi%cc%87-sonuclar\/\" rel=\"bookmark\">Almanya'da batan gaz depolama tesisleri: teknoloji, s\u0131n\u0131rlar ve siyasi sonu\u00e7lar<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>Bir telefon yapay zekas\u0131n\u0131 nas\u0131l tan\u0131yabilirsiniz?<\/h2>\n<p>Konu\u015fmay\u0131 bitirdikten sonra odada tek bir soru kald\u0131: Bunun bir makine olup olmad\u0131\u011f\u0131n\u0131 anlayabilir miydim?<\/p>\n<p>Bu yeni teknolojinin as\u0131l zorlu\u011fu da tam olarak budur. Modern ses sistemleri art\u0131k o kadar ikna edici ki pek \u00e7ok insan bir yapay zeka ile konu\u015ftu\u011funun fark\u0131na bile varm\u0131yor. Sesler do\u011fal geliyor, cevaplar mant\u0131kl\u0131 g\u00f6r\u00fcn\u00fcyor ve k\u00fc\u00e7\u00fck duraklamalar veya leh\u00e7eler bile art\u0131k \u015fa\u015f\u0131rt\u0131c\u0131 derecede iyi taklit edilebiliyor.<\/p>\n<p>Bununla birlikte, dikkat edebilece\u011finiz baz\u0131 g\u00f6stergeler vard\u0131r. Bu g\u00f6zlemlerin hi\u00e7biri tek ba\u015f\u0131na kesin kan\u0131t de\u011fildir. Ancak kombinasyon halinde olduk\u00e7a net bir resim verebilirler.<\/p>\n<h3>Diyalogda k\u00fc\u00e7\u00fck gecikmeler<\/h3>\n<p>\u0130lk ipucu genellikle bir ifadeden sonra \u00e7ok k\u0131sa bir gecikmedir. \u0130nsanlar birbirleriyle konu\u015furken genellikle hemen tepki verirler. Elbette burada da k\u00fc\u00e7\u00fck duraksamalar olur, ancak bunlar konu\u015fman\u0131n kendisinden kaynaklan\u0131r - \u00e7\u00fcnk\u00fc birisi d\u00fc\u015f\u00fcnmekte veya kelimelerini s\u0131ralamaktad\u0131r.<\/p>\n<p>Yapay zeka sistemlerinde duraklama teknik bir s\u00fcre\u00e7ten kaynaklan\u0131r. \u0130lk olarak, sistem konu\u015fulan dili tan\u0131mak zorundad\u0131r. Daha sonra metin analiz edilir. Sistem daha sonra bir cevap form\u00fcle eder ve bunu tekrar konu\u015fma diline d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/p>\n<p>Bu i\u015flem yaln\u0131zca saniyenin bir k\u0131sm\u0131n\u0131 al\u0131r. Yine de bazen bu k\u0131sa gecikmeyi fark edebilirsiniz. Konu\u015fmam s\u0131ras\u0131nda birka\u00e7 kez b\u00f6yle bir duraklama fark ettim. Beni hemen \u015f\u00fcphelendirecek kadar uzun de\u011fildi. Ancak bir noktada fark edilecek kadar a\u00e7\u0131kt\u0131.<\/p>\n<h3>Birbirine uyan ama ayn\u0131 zamanda tuhaf g\u00f6r\u00fcnen cevaplar<\/h3>\n<p>Bir ba\u015fka ipucu da cevaplar\u0131n yap\u0131s\u0131 olabilir. \u0130nsanlar konu\u015fmalarda genellikle spontane tepki verirler. C\u00fcmleleri yeniden ifade ederler, k\u00fc\u00e7\u00fck sapmalar yaparlar, tek tek kelimeleri se\u00e7erler veya kar\u015f\u0131 sorular sorarlar.<\/p>\n<p>\u00d6te yandan otomatik sistemler genellikle haz\u0131rlanm\u0131\u015f metin mod\u00fclleri ve olu\u015fturulmu\u015f cevaplar\u0131n bir kar\u0131\u015f\u0131m\u0131yla \u00e7al\u0131\u015f\u0131r. Bu garip bir etkiye yol a\u00e7ar: cevap temelde konu\u015fmayla e\u015fle\u015fir - ancak ayn\u0131 zamanda sanki biri y\u00fcksek sesle bir \u015fey okuyormu\u015f gibi ses \u00e7\u0131kar\u0131r.<\/p>\n<p>Benim durumumda, beni merakland\u0131ran nokta da tam olarak buydu. Baz\u0131 cevaplar \u015fa\u015f\u0131rt\u0131c\u0131 bir \u015fekilde tam da benim ifadelerime g\u00f6re uyarlanm\u0131\u015f gibiydi. Ancak ayn\u0131 zamanda, sanki haz\u0131rlanm\u0131\u015f bir \u015fablondan geliyormu\u015f gibi \u00e7ok d\u00fczg\u00fcn ve yap\u0131land\u0131r\u0131lm\u0131\u015f g\u00f6r\u00fcn\u00fcyorlard\u0131.<\/p>\n<p>Bu kombinasyon, senaryo ve yapay zekay\u0131 birle\u015ftiren s\u00f6zde hibrit diyalog sistemlerinin tipik bir \u00f6rne\u011fidir.<\/p>\n<h3>\u0130nan\u0131lmaz m\u00fckemmel ses<\/h3>\n<p>\u0130lgin\u00e7 bir \u015fekilde, sesin kendisi art\u0131k \u00e7o\u011fu zaman g\u00fcvenilir bir g\u00f6sterge de\u011fildir. Ge\u00e7mi\u015fte yapay sesleri tan\u0131mak nispeten daha kolayd\u0131. Sesleri monoton, mekanik ve a\u00e7\u0131k\u00e7a duyulabilir bir bilgisayar kalitesine sahipti.<\/p>\n<p>G\u00fcn\u00fcm\u00fczde bu durum b\u00fcy\u00fck \u00f6l\u00e7\u00fcde de\u011fi\u015fmi\u015ftir. Modern konu\u015fma sentezi, kula\u011fa inan\u0131lmaz derecede do\u011fal gelen sesler \u00fcretebiliyor. Hatta nefes alma, tonlama veya duygusal n\u00fcanslardaki k\u00fc\u00e7\u00fck duraklamalar\u0131 bile taklit edebiliyorlar. Baz\u0131 sistemler art\u0131k b\u00f6lgesel konu\u015fma renklerini taklit edebiliyor - t\u0131pk\u0131 telefonda duydu\u011fum g\u00fcney Alman leh\u00e7esi gibi.<\/p>\n<p>Bir\u00e7ok insan i\u00e7in b\u00f6yle bir ses tamamen ger\u00e7ek\u00e7i olarak alg\u0131lan\u0131r. Bu, bir insanla m\u0131 yoksa bir makineyle mi konu\u015ftu\u011funuzu sadece ses tonundan anlaman\u0131n art\u0131k \u00e7o\u011fu zaman m\u00fcmk\u00fcn olmad\u0131\u011f\u0131 anlam\u0131na gelir.<\/p>\n<h3>Beklenmedik sorularla ilgili zorluklar<\/h3>\n<p>\u00d6zellikle ilgin\u00e7 bir an, konu\u015fman\u0131n gidi\u015fat\u0131na uymayan bir soru sordu\u011funuzda ortaya \u00e7\u0131kar.<br \/>\n\u0130nsanlar b\u00f6yle durumlarda do\u011fa\u00e7lama yapabilirler. K\u0131sa d\u00fc\u015f\u00fcn\u00fcr ve spontane tepki verirler.<\/p>\n<p>\u00d6te yandan yapay zeka sistemleri genellikle belirli konu\u015fmalar i\u00e7in haz\u0131rlan\u0131r. Bu \u00e7er\u00e7evenin d\u0131\u015f\u0131nda bir soru ortaya \u00e7\u0131karsa, bazen bocalarlar. Bu durum kendini \u00e7e\u015fitli \u015fekillerde g\u00f6sterebilir:<\/p>\n<ul>\n<li>Cevap soruyu ge\u00e7i\u015ftiriyor.<\/li>\n<li>Sistem aniden orijinal konuya geri d\u00f6ner.<\/li>\n<li>Konu\u015fma beklenmedik bir \u015fekilde sona erer.<\/li>\n<\/ul>\n<p>Benim durumumda da tam olarak b\u00f6yle oldu. Bir insanla m\u0131 yoksa bir robotla m\u0131 konu\u015ftu\u011fumu sordu\u011fumda, do\u011frudan bir yan\u0131t alamad\u0131m. Bunun yerine, konu\u015fma as\u0131l sat\u0131\u015f teklifine geri y\u00f6nlendirildi.<\/p>\n<p>Ve tekrar sordu\u011fumda, konu\u015fma nihayet sona erdi.<\/p>\n<h3>Aniden biten konu\u015fmalar<\/h3>\n<p>Bir ba\u015fka g\u00f6sterge de konu\u015fman\u0131n al\u0131\u015f\u0131lmad\u0131k bir \u015fekilde aniden bitmesi olabilir. \u0130nsanlar genellikle bir sohbeti kibarca tamamlamaya \u00e7al\u0131\u015f\u0131r. Birisi ilgilenmese bile, genellikle k\u0131sa bir de\u011fi\u015f toku\u015f, bir te\u015fekk\u00fcr veya son bir a\u00e7\u0131klama yap\u0131l\u0131r.<\/p>\n<p>\u00d6te yandan otomatik sistemler net kurallarla \u00e7al\u0131\u015f\u0131r. Belirli ko\u015fullar yerine getirilirse - \u00f6rne\u011fin net bir ret - \u00e7a\u011fr\u0131 sonland\u0131r\u0131l\u0131r. Bazen bu \u015fa\u015f\u0131rt\u0131c\u0131 derecede h\u0131zl\u0131 ger\u00e7ekle\u015fir \u00e7\u00fcnk\u00fc sistem art\u0131k daha fazla diyalog stratejisi sunmaz.<\/p>\n<p>Sonunda duydu\u011fum c\u00fcmle bu kal\u0131ba m\u00fckemmel bir \u015fekilde uyuyordu:<\/p>\n<blockquote><p><em>\u201e\u00dczg\u00fcn\u00fcm, gitmem gerek. G\u00fcle g\u00fcle.\u201c<\/em><\/p><\/blockquote>\n<p>H\u0131zl\u0131 bir son c\u00fcmle ve konu\u015fma sona erdi.<\/p>\n<h3>Neden bir\u00e7ok insan fark\u0131 fark etmiyor?<\/h3>\n<p>Bu geli\u015fmeyle ilgili b\u00fcy\u00fcleyici olan \u015fey, \u00e7o\u011fu insan\u0131n g\u00fcnl\u00fck ya\u015famda bu t\u00fcr ayr\u0131nt\u0131lar\u0131 neredeyse hi\u00e7 fark etmemesi. Telefon g\u00f6r\u00fc\u015fmeleri hayat\u0131m\u0131z\u0131n rutin bir par\u00e7as\u0131d\u0131r. Bir ses duyar\u0131z, k\u0131saca konu\u015furuz ve sonra tekrar kapat\u0131r\u0131z. Konu\u015fman\u0131n seyrini daha sonra bu kadar hassas bir \u015fekilde analiz eden ki\u015fi say\u0131s\u0131 \u00e7ok azd\u0131r.<\/p>\n<p>\u0130\u015fte tam da bu nedenle otomatik sistemler art\u0131k nispeten g\u00f6ze batmadan kullan\u0131labiliyor. Konu\u015fma makul g\u00f6r\u00fcnd\u00fc\u011f\u00fc ve i\u00e7erik anla\u015f\u0131labilir oldu\u011fu s\u00fcrece, bir\u00e7ok insan kiminle konu\u015ftuklar\u0131n\u0131 sorgulam\u0131yor bile.<\/p>\n<p>Ancak bir \u015feyler tam olarak yerine oturmad\u0131\u011f\u0131nda - garip bir duraklama, al\u0131\u015f\u0131lmad\u0131k bir cevap veya ka\u00e7amak bir yan\u0131t - bu k\u00fc\u00e7\u00fck rahats\u0131zl\u0131k hissi ortaya \u00e7\u0131kar. Telefon g\u00f6r\u00fc\u015fmem s\u0131ras\u0131nda bu hissi ya\u015fad\u0131m. Ve sonunda bana can al\u0131c\u0131 soruyu sorma fikrini veren de tam olarak bu duyguydu.<\/p>\n<p>Muhtemelen az \u00f6nce bir makineyle konu\u015ftu\u011fumu ortaya \u00e7\u0131karan soru.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5140 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter-1024x683.jpg\" alt=\"Makineler arad\u0131\u011f\u0131nda\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter-18x12.jpg 18w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Telefonanrufe-KI-Werbung-Teleboter.jpg 1536w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Makineler arad\u0131\u011f\u0131nda - ve onlardan ne \u00f6\u011frenebiliriz<\/h2>\n<p>G\u00f6r\u00fc\u015fmeden sonra tuhaf bir izlenim edindim. Bir yandan, g\u00f6r\u00fc\u015fme \u00f6zel bir \u015fey de\u011fildi. Bir giri\u015fimci olarak zaman zaman bu t\u00fcr sat\u0131\u015f g\u00f6r\u00fc\u015fmeleri al\u0131rs\u0131n\u0131z. \u00d6te yandan, bu konu\u015fma bir \u015fekilde farkl\u0131 hissettirmi\u015fti. Dramatik bir \u015fekilde farkl\u0131 de\u011fil - ama nedenini anlamam biraz zaman alacak kadar s\u0131ra d\u0131\u015f\u0131yd\u0131.<\/p>\n<p>Hatt\u0131n di\u011fer ucunda bir insan olmayabilece\u011fi d\u00fc\u015f\u00fcncesinden kurtulam\u0131yordum. Ve bu konu \u00fczerinde d\u00fc\u015f\u00fcnd\u00fck\u00e7e, bu \u00f6zel durumda yan\u0131lm\u0131\u015f olsam bile, bunun arkas\u0131ndaki as\u0131l geli\u015fmenin \u00e7oktan ger\u00e7e\u011fe d\u00f6n\u00fc\u015fm\u00fc\u015f oldu\u011funu fark ettim. Bug\u00fcn makineler sohbet edebiliyor. \u0130nsanlar\u0131 arayabilir, sorular sorabilir ve cevaplar verebilirler. Ve muhtemelen bunu giderek daha s\u0131k yapacaklar.<\/p>\n<p>Bu, benim ki\u015fisel deneyimlerimin \u00f6tesine ge\u00e7en bir soruyu g\u00fcndeme getiriyor. Makineler bizi aramaya ba\u015flad\u0131\u011f\u0131nda bununla nas\u0131l ba\u015fa \u00e7\u0131kaca\u011f\u0131z?<\/p>\n<h3>Telefon al\u0131m\u0131 - g\u00fcn\u00fcm\u00fczde zaten hassas bir konu<\/h3>\n<p>Yapay zeka devreye girmeden \u00f6nce bile telefon reklamc\u0131l\u0131\u011f\u0131 hassas bir aland\u0131. Almanya da dahil olmak \u00fczere bir\u00e7ok \u00fclkede so\u011fuk arama, yani potansiyel m\u00fc\u015fterilere istenmeyen aramalar yapmak yasalarla ciddi \u015fekilde k\u0131s\u0131tlanm\u0131\u015ft\u0131r. Bir\u00e7ok durumda, \u00f6zellikle de \u00f6zel \u015fah\u0131slar i\u00e7in buna izin verilmemektedir.<\/p>\n<p>Kurumsal sekt\u00f6rde bile bu t\u00fcr aramalar genellikle gri bir alandad\u0131r. Varsay\u0131lan bir ilgi olmal\u0131d\u0131r ve bir\u00e7ok \u015firket art\u0131k istenmeyen reklam aramalar\u0131na kar\u015f\u0131 \u00e7ok hassas davranmaktad\u0131r.<\/p>\n<p>Bunun nedeni basittir: bir telefon g\u00f6r\u00fc\u015fmesi insanlar\u0131 g\u00fcnl\u00fck ya\u015famlar\u0131nda hemen kesintiye u\u011frat\u0131r. Bir e-posta g\u00f6rmezden gelinebilirken ve internetteki reklamlar genellikle basit\u00e7e g\u00f6zden ka\u00e7arken, bir telefon aramas\u0131 aranan ki\u015fiyi hemen tepki vermeye zorlar. Telefonu a\u00e7\u0131p a\u00e7mayaca\u011f\u0131n\u0131za, dinleyip dinlemeyece\u011finize ya da aramay\u0131 sonland\u0131r\u0131p sonland\u0131rmayaca\u011f\u0131n\u0131za karar vermeniz gerekir.<\/p>\n<p>Bu t\u00fcr aramalar\u0131n arkas\u0131nda otomatik sistemler de varsa, bu tart\u0131\u015fma yeni bir boyut kazan\u0131r. Sonu\u00e7ta, makineler teorik olarak g\u00fcnde binlerce ki\u015fiyi arayabilir.<\/p>\n<hr \/>\n<h3>G\u00fcnl\u00fck ya\u015famda dijitalle\u015fmeye ili\u015fkin g\u00fcncel ara\u015ft\u0131rma<\/h3>\n<div class='bootstrap-yop yop-poll-mc'>\n\t\t\t\t\t\t\t<div class=\"basic-yop-poll-container\" style=\"background-color:#ffffff; border:0px; border-style:solid; border-color:#000000; border-radius:5px; padding:0px 5px;\" data-id=\"2\" data-temp=\"basic-pretty\" data-skin=\"square\" data-cscheme=\"blue\" data-cap=\"0\" data-access=\"guest\" data-tid=\"\" data-uid=\"50a54b9b2ff29de1e14a62546dfe75ae\" data-pid=\"4581\" data-resdet=\"votes-number,percentages\" data-show-results-to=\"guest\" data-show-results-moment=\"after-vote\" data-show-results-only=\"false\" data-show-message=\"true\" data-show-results-as=\"bar\" data-sort-results-by=\"as-defined\" data-sort-results-rule=\"asc\"data-is-ended=\"0\" data-percentages-decimals=\"2\" data-gdpr=\"no\" data-gdpr-sol=\"consent\" data-css=\"\" data-counter=\"0\" data-load-with=\"1\" data-notification-section=\"top\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"basic-inner\"><div class=\"basic-message hide\" style=\"border-left: 10px solid #008000; padding: 0px 10px;\" data-error=\"#ff0000\" data-success=\"#008000\"><p class=\"basic-message-text\" style=\"color:#000000; font-size:14px; font-weight:normal;\"><\/p><\/div><div class=\"basic-overlay hide\"><div class=\"basic-vote-options\"><\/div><div class=\"basic-preloader\"><div class=\"basic-windows8\"><div class=\"basic-wBall basic-wBall_1\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_2\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_3\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_4\"><div class=\"basic-wInnerBall\"><\/div><\/div><div class=\"basic-wBall basic-wBall_5\"><div class=\"basic-wInnerBall\"><\/div><\/div><\/div><\/div><\/div><form class=\"basic-form\" action=\"\"><input type=\"hidden\" name=\"_token\" value=\"86bc222958\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"2\" data-uid=\"f583f636e5438a882110cc4606443859\" data-type=\"question\" data-question-type=\"text\" data-required=\"yes\" data-allow-multiple=\"no\" data-min=\"1\" data-max=\"1\" data-display=\"vertical\" data-colnum=\"\" data-display-others=\"no\" data-others-color=\"\" data-others=\"\" data-others-max-chars=\"0\"><div class=\"basic-question-title\"><h5 style=\"color:#000000; font-size:16px; font-weight:normal; text-align:left;\">Dijitalle\u015fmenin g\u00fcnl\u00fck ya\u015fam\u0131n\u0131z \u00fczerindeki etkisini nas\u0131l de\u011ferlendiriyorsunuz?<\/h5><\/div><ul class=\"basic-answers\"><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"5\" data-type=\"text\" data-vn=\"12\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[5]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[5]\" name=\"answer[2]\" value=\"5\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">\u00c7ok olumlu - her g\u00fcn bundan faydalan\u0131yorum<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"6\" data-type=\"text\" data-vn=\"13\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[6]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[6]\" name=\"answer[2]\" value=\"6\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Olduk\u00e7a olumlu - baz\u0131 \u015feyler daha kolay hale geldi<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"7\" data-type=\"text\" data-vn=\"28\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[7]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[7]\" name=\"answer[2]\" value=\"7\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Kar\u0131\u015f\u0131k - Avantajlar sa\u011flar, ancak ayn\u0131 zamanda kontrol kayb\u0131 da getirir<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"8\" data-type=\"text\" data-vn=\"5\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[8]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[8]\" name=\"answer[2]\" value=\"8\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">Olduk\u00e7a olumsuz - S\u0131k s\u0131k bunalm\u0131\u015f veya g\u00f6zlemlenmi\u015f hissediyorum<\/span><\/label><\/div><\/li><li class=\"basic-answer\" style=\"padding:0px 0px;\" data-id=\"9\" data-type=\"text\" data-vn=\"9\" data-color=\"#000000\" data-make-link=\"no\" data-link=\"\"><div class=\"basic-answer-content basic-text-vertical\"><label for=\"answer[9]\" class=\"basic-answer-label\"><input type=\"radio\" id=\"answer[9]\" name=\"answer[2]\" value=\"9\"><span class=\"basic-text\" style=\"color: #000000; font-size: 14px; font-weight: normal;\">\u00c7ok olumsuz - dijital sistemleri b\u00fcy\u00fck \u00f6l\u00e7\u00fcde reddediyorum<\/span><\/label><\/div><\/li><\/ul><\/div><div class=\"clearfix\"><\/div><\/div><div class=\"basic-vote\"><a href=\"#\" class=\"button basic-vote-button\" role=\"button\" style=\"background:#027bb8; border:0px; border-style: solid; border-color:#000000; border-radius:5px; padding:10px 10px; color:#ffffff; font-size:14px; font-weight:normal;\">Oylama<\/a><\/div><input type=\"hidden\" name=\"trp-form-language\" value=\"tr\"\/><\/form><\/div><\/div><\/div><\/div>\n\t\t\t\t\t\t<\/div>\n<hr \/>\n<h3>Zaman en k\u0131t kaynakt\u0131r<\/h3>\n<p>Bu t\u00fcr \u00e7a\u011fr\u0131larda beni rahats\u0131z eden as\u0131l nokta teknolojinin kendisi bile de\u011fil. Teknoloji geli\u015fiyor ve s\u00fcrekli yeni imkanlar ortaya \u00e7\u0131k\u0131yor. Bu modern d\u00fcnyan\u0131n bir par\u00e7as\u0131. Beni daha \u00e7ok ilgilendiren ba\u015fka bir soru var: \u015firketler di\u011fer insanlar\u0131n zaman\u0131na ne kadar sayg\u0131l\u0131 davran\u0131yor?<\/p>\n<p>Zaman muhtemelen sahip oldu\u011fumuz en k\u0131t kaynakt\u0131r. Her birimizin g\u00fcnde yaln\u0131zca s\u0131n\u0131rl\u0131 say\u0131da saati vard\u0131r. Ve herkes bu zaman\u0131 nas\u0131l ge\u00e7irmek istedi\u011fine kendisi karar verir. \u0130stenmeyen bir arama - ister bir ki\u015fiden ister bir makineden gelsin - bu zamana tecav\u00fcz eder.<\/p>\n<p>Otomatik sistemler de m\u00fcmk\u00fcn oldu\u011funca \u00e7ok ki\u015fiyle temas kurmak i\u00e7in kullan\u0131l\u0131rsa, aranan ki\u015finin zaman\u0131n\u0131n pazarlama stratejisinde sadece istatistiksel bir fakt\u00f6r oldu\u011fu izlenimi h\u0131zla ortaya \u00e7\u0131kar. Belki de bu t\u00fcr aramalar\u0131n genellikle k\u00f6t\u00fc bir his b\u0131rakmas\u0131n\u0131n nedeni tam da budur. Teknoloji etkileyici oldu\u011fu i\u00e7in de\u011fil, ki\u015fisel ilginin ger\u00e7ekten gerekli oldu\u011fu durumlarda bile ileti\u015fimi otomatikle\u015ftirmenin ne kadar kolay oldu\u011funu g\u00f6sterdi\u011fi i\u00e7in.<\/p>\n<h3>Sa\u011fl\u0131kl\u0131 bir \u015f\u00fcphe dozunun zarar\u0131 olmaz<\/h3>\n<p>Her hal\u00fckarda, yapt\u0131\u011f\u0131m k\u00fc\u00e7\u00fck g\u00f6r\u00fc\u015fme bana bir \u015feyi a\u00e7\u0131k\u00e7a g\u00f6sterdi: Gelecekte, ger\u00e7ekte kiminle konu\u015ftu\u011fumuzu anlamak muhtemelen giderek zorla\u015facak. Telefon g\u00f6r\u00fc\u015fmeleri, sohbet mesajlar\u0131, e-postalar - bunlar\u0131n \u00e7o\u011fu art\u0131k otomatik olarak olu\u015fturulabiliyor. Sesler sentezlenebiliyor, metinler saniyeler i\u00e7inde olu\u015fturulabiliyor ve t\u00fcm konu\u015fmalar programlanabiliyor.<\/p>\n<p>Bu nedenle sa\u011fl\u0131kl\u0131 bir \u015f\u00fcphe dozu belki de sahip olunmas\u0131 gereken en k\u00f6t\u00fc tutum de\u011fildir. E\u011fer bir konu\u015fma garip bir \u015fekilde yap\u0131land\u0131r\u0131lm\u0131\u015f gibi g\u00f6r\u00fcn\u00fcyorsa, cevaplar al\u0131\u015f\u0131lmad\u0131k derecede yumu\u015fak bir \u015fekilde form\u00fcle ediliyorsa veya sorular aniden ge\u00e7i\u015ftiriliyorsa, bir an durup soru sormak faydal\u0131 olabilir. Bazen \u015f\u00f6yle basit bir soru sorulabilir:<\/p>\n<blockquote><p><em>\u201eBir insanla m\u0131 yoksa bir makineyle mi konu\u015fuyorum?\u201c<\/em><\/p><\/blockquote>\n<p>Sadece bu soru bile bir sohbeti aniden bamba\u015fka bir y\u00f6ne \u00e7ekebilir.<\/p>\n<h3>Telefonda s\u00f6zle\u015fme mi? Olmasa daha iyi<\/h3>\n<p>\u015eahsen benim i\u00e7in bu deneyimin ba\u015fka bir sonucu daha var. Konu\u015ftu\u011fum ki\u015finin insan ya da makine olmas\u0131ndan ba\u011f\u0131ms\u0131z olarak, telefon \u00fczerinden herhangi bir s\u00f6zle\u015fme imzalamam.<\/p>\n<p>Bir telefon g\u00f6r\u00fc\u015fmesi spontane bir and\u0131r. Her \u015feyi sakin bir \u015fekilde kontrol etmek, bilgileri okumak veya teklifleri kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in zaman\u0131n\u0131z yoktur. Bu ko\u015fullar alt\u0131nda verilen kararlar nadiren iyi d\u00fc\u015f\u00fcn\u00fclm\u00fc\u015f olur.<\/p>\n<p>Birinin ger\u00e7ekten ilgin\u00e7 bir teklifi varsa, bunu kolayca yaz\u0131l\u0131 olarak g\u00f6nderebilir. O zaman her \u015feye huzur i\u00e7inde bakma ve bilin\u00e7li bir karar verme f\u0131rsat\u0131n\u0131z olur. Bu durum bug\u00fcn her zamankinden daha fazla ge\u00e7erlidir. \u00c7\u00fcnk\u00fc makineler giderek daha ikna edici konu\u015fmalar yapabiliyorsa, spontane bir konu\u015fmaya dayanarak karar vermemek daha da \u00f6nemli hale gelecektir.<\/p>\n<h3>Gelece\u011fe bir bak\u0131\u015f<\/h3>\n<p>Belki de birka\u00e7 y\u0131l i\u00e7inde bu gibi durumlara al\u0131\u015fm\u0131\u015f olaca\u011f\u0131z. Belki de bir noktada baz\u0131 konu\u015fmalar\u0131m\u0131z\u0131n otomatik sistemlerle ger\u00e7ekle\u015fmesi tamamen normal olacak. Randevular, m\u00fc\u015fteri hizmetleri veya ilk dan\u0131\u015fmanl\u0131klar makineler taraf\u0131ndan ger\u00e7ekle\u015ftirilecek. Belki de bir noktada iki sistem telefonda birbiriyle konu\u015facak - arka plandaki insanlar ise sadece sonucu g\u00f6recek.<\/p>\n<p>Bu geli\u015fmeyi heyecan verici bulup bulmad\u0131\u011f\u0131n\u0131z ya da daha ele\u015ftirel bir bak\u0131\u015f a\u00e7\u0131s\u0131na sahip olup olmad\u0131\u011f\u0131n\u0131z ki\u015fisel bir sorudur. Her hal\u00fckarda, kendi aramam bana ileti\u015fim d\u00fcnyam\u0131z\u0131n ne kadar h\u0131zl\u0131 de\u011fi\u015fti\u011fini g\u00f6steren k\u00fc\u00e7\u00fck bir and\u0131.<\/p>\n<p>Ve belki de bu makale bir ya da iki okuyucunun bir dahaki sefere beklenmedik bir telefon ald\u0131klar\u0131nda biraz daha dikkatli dinlemelerine yard\u0131mc\u0131 olur.<\/p>\n<p>Asla bilemezsiniz. Hatt\u0131n di\u011fer ucunda bir ki\u015fi bile olmayabilir.<\/p>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-415 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-415 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Yapay zeka \u00fczerine g\u00fcncel makaleler<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-415\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"k\u00fcnstliche intelligenz: welche jobs in gefahr sind, und wie wir uns jetzt wappnen k\u00f6nnen\" data-id=\"2940\"  data-category=\"allgemein b\u00fccher gesellschaft ki-systeme\" data-post_tag=\"buch k\u00fcnstliche intelligenz llama llm mistral mlx ollama ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zeka: hangi i\u015fler risk alt\u0131nda ve \u015fimdi kendimizi nas\u0131l silahland\u0131rabiliriz<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Gelecekte hangi i\u015fler yapay zeka taraf\u0131ndan ortadan kald\u0131r\u0131lacak?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-768x512.jpg 768w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/yapay-zeka-hangi%cc%87-i%cc%87sler-tehli%cc%87kede-ve-si%cc%87mdi%cc%87-kendi%cc%87mi%cc%87zi%cc%87-nasil-koruyabi%cc%87li%cc%87ri%cc%87z\/\" rel=\"bookmark\">Yapay zeka: hangi i\u015fler risk alt\u0131nda ve \u015fimdi kendimizi nas\u0131l silahland\u0131rabiliriz<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"filemaker-konferenz 2025: ki, community und ein unerwarteter vorfall\" data-id=\"2898\"  data-category=\"allgemein filemaker &amp; erp ki-systeme stories &amp; humor\" data-post_tag=\"datenbanken erp-software filemaker gfm-business k\u00fcnstliche intelligenz\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/filemaker-konferansi-2025-ki-toplulugu-ve-beklenmeyen-bi%cc%87r-olay\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">FileMaker Konferans\u0131 2025: Yapay zeka, topluluk ve beklenmedik bir olay<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1600\" height=\"800\" class=\"attachment-full size-full\" alt=\"FileMaker Konferans 2025: \u0130tfaiye ile yang\u0131n alarm\u0131\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1.jpg\" data-dpt-sizes=\"(max-width: 1600px) 100vw, 1600px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1.jpg 1600w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-300x150.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-1024x512.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-768x384.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/FMK2025-Feueralarm-1-1536x768.jpg 1536w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/09\/filemaker-konferansi-2025-ki-toplulugu-ve-beklenmeyen-bi%cc%87r-olay\/\" rel=\"bookmark\">FileMaker Konferans\u0131 2025: Yapay zeka, topluluk ve beklenmedik bir olay<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ki-studio 2025: welche hardware wirklich lohnt \u2013 vom mac studio bis zur rtx 3090\" data-id=\"3704\"  data-category=\"apple macos featured hardware ki-systeme\" data-post_tag=\"apple digitales eigentum k\u00fcnstliche intelligenz llm mlx neo4j sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/ki-studio-2025-mac-studiodan-rtx-3090a-hangi-donanim-gercekten-buna-deger\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">AI Studio 2025: Hangi donan\u0131m ger\u00e7ekten buna de\u011fer - Mac Studio'dan RTX 3090'a<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Yapay zeka st\u00fcdyosu i\u00e7in donan\u0131m 2025\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-Studio-Hardware-2025-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/ki-studio-2025-mac-studiodan-rtx-3090a-hangi-donanim-gercekten-buna-deger\/\" rel=\"bookmark\">AI Studio 2025: Hangi donan\u0131m ger\u00e7ekten buna de\u011fer - Mac Studio'dan RTX 3090'a<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"ki als sparringspartner nutzen: wie denken im dialog produktiver wird\" data-id=\"4121\"  data-category=\"b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenlogik denkmodelle k\u00fcnstliche intelligenz lernen llm ratgeber sprachmodell\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Bir tasarruf orta\u011f\u0131 olarak yapay zeka\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kiyi-bir-idman-partneri-olarak-kullanmak-diyalog-icinde-duesuenmenin-nasil-daha-ueretken-hale-geldigi\/\" rel=\"bookmark\">Yapay zekay\u0131 bir antrenman partneri olarak kullanmak: Diyalog i\u00e7inde d\u00fc\u015f\u00fcnmek nas\u0131l daha \u00fcretken hale gelir?<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>\n<h2>S\u0131k\u00e7a sorulan sorular<\/h2>\n<ol>\n<li><strong>Fark\u0131nda olmadan telefonda bir yapay zeka ile konu\u015fmu\u015f olma ihtimalim ne kadar?<\/strong><br \/>\nBu art\u0131k tamamen m\u00fcmk\u00fcn. Modern telefon yapay zeka sistemleri konu\u015fmay\u0131 tan\u0131yabilir, cevaplar\u0131 form\u00fcle edebilir ve bunlar\u0131 do\u011fal bir ses olarak tekrar verebilir. G\u00fcnl\u00fck ya\u015famda pek \u00e7ok insan, minimum yan\u0131t gecikmeleri veya al\u0131\u015f\u0131lmad\u0131k \u015fekilde yap\u0131land\u0131r\u0131lm\u0131\u015f form\u00fclasyonlar gibi k\u00fc\u00e7\u00fck ayr\u0131nt\u0131lara bilin\u00e7li olarak dikkat etmez. Bu nedenle, bir konu\u015fma teknik olarak otomatikle\u015ftirilmi\u015f olsa bile tamamen normal kabul edilebilir. Bu t\u00fcr sistemler pazarlama, m\u00fc\u015fteri hizmetleri veya randevu alma s\u00fcre\u00e7lerinde giderek daha fazla kullan\u0131lmaktad\u0131r. Daha \u00f6nce bir yapay zeka ile ki\u015fisel olarak konu\u015fup konu\u015fmad\u0131\u011f\u0131n\u0131z\u0131 geriye d\u00f6n\u00fcp bakt\u0131\u011f\u0131n\u0131zda belirlemek genellikle zordur - ancak her teknik ilerlemeyle olas\u0131l\u0131k artar.<\/li>\n<li><strong>\u015eirketler neden ilk etapta insanlar\u0131 aramak i\u00e7in yapay zekay\u0131 kullan\u0131yor?<\/strong><br \/>\nBunun temel nedeni ekonomiktir. Telefonla m\u00fc\u015fteri g\u00f6r\u00fc\u015fmeleri \u015firketler i\u00e7in nispeten pahal\u0131d\u0131r \u00e7\u00fcnk\u00fc personel, altyap\u0131 ve organizasyon gerektirir. \u00d6te yandan otomatik sistemler g\u00fcn\u00fcn her saati \u00e7al\u0131\u015fabilir ve ayn\u0131 anda \u00e7ok say\u0131da arama yapabilir. \u015eirketler bu t\u00fcr sistemleri genellikle ilk temas\u0131 kurmak veya potansiyel m\u00fc\u015fterileri \u00f6n filtreden ge\u00e7irmek i\u00e7in kullan\u0131r. Bir diyalog orta\u011f\u0131 ilgi g\u00f6sterirse, bir insan \u00e7al\u0131\u015fan daha sonra devralabilir. \u015eirketler i\u00e7in bu, verimlilikte muazzam bir art\u0131\u015f anlam\u0131na geliyor. \u0130nsanlar yaln\u0131zca ciddi bir g\u00f6r\u00fc\u015fmenin ger\u00e7ekten ger\u00e7ekle\u015fti\u011fi durumlarda g\u00f6revlendirilir.<\/li>\n<li><strong>G\u00fcn\u00fcm\u00fczde bir yapay zeka sesi ger\u00e7ekten bir insan sesi kadar ger\u00e7ek\u00e7i geliyor mu?<\/strong><br \/>\nBir\u00e7ok durumda, evet. Modern konu\u015fma sentezi art\u0131k \u015fa\u015f\u0131rt\u0131c\u0131 derecede geli\u015fmi\u015f durumda. Sesler do\u011fal tonlamalar, duraklamalar ve hatta leh\u00e7elerle olu\u015fturulabiliyor. Baz\u0131 sistemler, k\u00fc\u00e7\u00fck nefes alma sesleri veya c\u00fcmle yap\u0131s\u0131ndaki minimum gecikmeler gibi tipik insan konu\u015fma kal\u0131plar\u0131n\u0131 taklit etmek \u00fczere e\u011fitilmi\u015ftir. Bu, sesin eskisinden \u00e7ok daha ger\u00e7ek\u00e7i g\u00f6r\u00fcnmesini sa\u011flar. Bilgisayar taraf\u0131ndan olu\u015fturulan sesleri tan\u0131mak eskiden kolayken, bug\u00fcn fark giderek daha ince hale geliyor. G\u00fcnl\u00fck hayatta bir\u00e7ok insan i\u00e7in, sadece seslerini duyarak bir makineyle mi yoksa bir insanla m\u0131 konu\u015ftuklar\u0131n\u0131 anlamak pek m\u00fcmk\u00fcn de\u011fildir.<\/li>\n<li><strong>Bir yapay zeka ile telefonda konu\u015fuyor olabilece\u011fimi nas\u0131l anlayabilirim?<\/strong><br \/>\nHi\u00e7biri kesin kan\u0131t olmasa bile baz\u0131 olas\u0131 ipu\u00e7lar\u0131 vard\u0131r. Bunlar aras\u0131nda ifadelerden sonra k\u0131sa gecikmeler, al\u0131\u015f\u0131lmad\u0131k \u015fekilde yap\u0131land\u0131r\u0131lm\u0131\u015f cevaplar veya \u00e7ok d\u00fczg\u00fcn g\u00f6r\u00fcnen bir konu\u015fma ak\u0131\u015f\u0131 say\u0131labilir. Baz\u0131 sistemler de beklenmedik sorulara garip tepkiler verir ve konu\u015fmay\u0131 as\u0131l konusuna geri d\u00f6nd\u00fcrmeye \u00e7al\u0131\u015f\u0131r. Konu\u015fman\u0131n aniden sona ermesi de bir g\u00f6sterge olabilir. Ancak, bu \u00f6zelliklerin her zaman net olmad\u0131\u011f\u0131n\u0131 belirtmek \u00f6nemlidir. Sistemler ne kadar iyi hale gelirse, bir konu\u015fmada insanlar ve makineler aras\u0131ndaki fark\u0131 anlamak o kadar zorla\u015f\u0131r.<\/li>\n<li><strong>\u0130nsanlar\u0131 otomatik olarak aramaya yasal olarak izin veriliyor mu?<\/strong><br \/>\nBir\u00e7ok \u00fclkedeki yasal durum karma\u015f\u0131kt\u0131r ve bazen s\u0131k\u0131 bir \u015fekilde d\u00fczenlenmi\u015ftir. \u0130zinsiz reklam aramalar\u0131, \u00f6zellikle \u00f6zel \u015fah\u0131slar i\u00e7in genellikle yasakt\u0131r. Kurumsal sekt\u00f6rde de kurallar ge\u00e7erlidir, \u00f6rne\u011fin varsay\u0131lan bir menfaat olmal\u0131d\u0131r. Otomatik sistemler kullan\u0131ld\u0131\u011f\u0131nda, baz\u0131 sa\u011flay\u0131c\u0131lar yasal gri alanlarda faaliyet g\u00f6stermektedir. Bu nedenle bir\u00e7ok \u015firket istenmeyen aramalara kar\u015f\u0131 \u00e7ok temkinli davranmaktad\u0131r. Arayanlar i\u00e7in temel kural, bu t\u00fcr aramalar\u0131 yapmak veya tekliflere yan\u0131t vermek zorunda olmad\u0131klar\u0131d\u0131r.<\/li>\n<li><strong>Neden bir\u00e7ok insan bu t\u00fcr \u00e7a\u011fr\u0131lardan rahats\u0131z oluyor?<\/strong><br \/>\nBir telefon g\u00f6r\u00fc\u015fmesinin g\u00fcnl\u00fck ya\u015fam \u00fczerinde do\u011frudan bir etkisi vard\u0131r. \u0130nternetteki veya e-postadaki reklamlar\u0131 g\u00f6rmezden gelebilirken, bir telefon aramas\u0131 hemen dikkatinizi \u00e7eker. Araman\u0131n beklenmedik olmas\u0131 ve bir sat\u0131\u015f teklifi i\u00e7ermesi halinde, bir\u00e7ok ki\u015fi bunu rahats\u0131z edici bulmaktad\u0131r. Otomatik bir makine de kullan\u0131l\u0131yorsa, baz\u0131 arayanlar zamanlar\u0131n\u0131n sadece bir pazarlama kampanyas\u0131nda istatistiksel bir de\u011fi\u015fken olarak de\u011ferlendirildi\u011fi izlenimine kap\u0131l\u0131r. Bu izlenim h\u0131zl\u0131 bir \u015fekilde sayg\u0131s\u0131zl\u0131k hissine yol a\u00e7abilir.<\/li>\n<li><strong>Bu t\u00fcr otomatik aramalar, insanlar\u0131n yerini yak\u0131nda makinelerin alaca\u011f\u0131n\u0131n bir i\u015fareti mi?<\/strong><br \/>\nTamamen olmas\u0131 gerekmiyor. Bir\u00e7ok alanda, otomatik sistemler daha \u00e7ok ek olarak kullan\u0131lmaktad\u0131r. \u0130lk ileti\u015fim g\u00f6r\u00fc\u015fmesi veya randevu alma gibi basit veya tekrarlayan g\u00f6revleri \u00fcstlenirler. Daha karma\u015f\u0131k g\u00f6r\u00fc\u015fmeler, dan\u0131\u015fmanl\u0131k veya m\u00fczakereler hala insanlar taraf\u0131ndan y\u00fcr\u00fct\u00fcl\u00fcyor. E\u011filim genellikle hibrit bir modele do\u011fru: makine ilk ad\u0131m\u0131 at\u0131yor, insan daha sonra takip ediyor. Bu dengenin gelecekte de\u011fi\u015fip de\u011fi\u015fmeyece\u011fi b\u00fcy\u00fck \u00f6l\u00e7\u00fcde teknolojinin nas\u0131l geli\u015fti\u011fine ve \u015firketlerin bunu nas\u0131l kulland\u0131\u011f\u0131na ba\u011fl\u0131d\u0131r.<\/li>\n<li><strong>Neden baz\u0131 cevaplar sanki okunmu\u015f gibi geldi?<\/strong><br \/>\nBir\u00e7ok otomatik sistem s\u00f6zde komut dosyalar\u0131 ile \u00e7al\u0131\u015f\u0131r. Bu, belirli ifadelerin veya tekliflerin haz\u0131rlanm\u0131\u015f metin mod\u00fcllerinden olu\u015ftu\u011fu anlam\u0131na gelir. Ayn\u0131 zamanda, bir yapay zeka bu yap\u0131 ta\u015flar\u0131n\u0131 bireysel olarak olu\u015fturulmu\u015f cevaplarla birle\u015ftirebilir. Bu, bazen spontane g\u00f6r\u00fcnen ve bazen de haz\u0131rlanm\u0131\u015f bir metin gibi gelen bir konu\u015fma yarat\u0131r. Bu, diyalog orta\u011f\u0131 i\u00e7in garip bir izlenim yarat\u0131r: cevaplar temelde konu\u015fmaya uyar, ancak ayn\u0131 zamanda al\u0131\u015f\u0131lmad\u0131k \u015fekilde yap\u0131land\u0131r\u0131lm\u0131\u015f veya sorunsuz bir \u015fekilde form\u00fcle edilmi\u015f gibi g\u00f6r\u00fcn\u00fcr.<\/li>\n<li><strong>Yapay zeka sistemleri beklenmedik sorulara neden bazen garip tepkiler veriyor?<\/strong><br \/>\nOtomatik diyalog sistemleri genellikle belirli konu\u015fma dizileri i\u00e7in e\u011fitilir. Anahtar kelimeleri tan\u0131r ve uygun cevaplarla kar\u015f\u0131l\u0131k verirler. Ancak, bu \u00e7er\u00e7evenin d\u0131\u015f\u0131nda bir soru sorulursa, sistem zorluklarla kar\u015f\u0131la\u015fabilir. Baz\u0131 sistemler daha sonra konu\u015fmay\u0131 orijinal konuya geri y\u00f6nlendirmeye \u00e7al\u0131\u015f\u0131r. Di\u011ferleri ise basit\u00e7e konu\u015fmay\u0131 sonland\u0131r\u0131r. Bu tepkiler bazen insanlar i\u00e7in al\u0131\u015f\u0131lmad\u0131k g\u00f6r\u00fcn\u00fcr \u00e7\u00fcnk\u00fc insan sohbet partnerlerinden spontane do\u011fa\u00e7lama bekleriz.<\/li>\n<li><strong>\u0130ki yapay zeka sisteminin birbiriyle telefonda konu\u015fmas\u0131 m\u00fcmk\u00fcn m\u00fc?<\/strong><br \/>\nTeknik olarak bu tamamen m\u00fcmk\u00fcn olabilir. Otomatik bir \u00e7a\u011fr\u0131 sistemi dijital bir asistanla bulu\u015fursa, iki makine teorik olarak birbiriyle ileti\u015fim kurabilir. Her ikisi de konu\u015fmay\u0131 tan\u0131yacak, yorumlayacak ve yan\u0131t verecektir. Bu t\u00fcr senaryolar hala nadirdir, ancak ileti\u015fimin ne \u00f6l\u00e7\u00fcde otomatikle\u015ftirilebilece\u011fini g\u00f6stermektedir. Gelecekte bu t\u00fcr etkile\u015fimler, \u00f6zellikle randevu planlamas\u0131 veya otomatik hizmetler alan\u0131nda daha s\u0131k ger\u00e7ekle\u015febilir.<\/li>\n<li><strong>Telefon teklifleri konusunda dikkatli olmak neden mant\u0131kl\u0131d\u0131r?<\/strong><br \/>\nTelefon g\u00f6r\u00fc\u015fmeleri spontane geli\u015fen durumlard\u0131r. Bilgileri kontrol etmek veya bir teklifi etrafl\u0131ca d\u00fc\u015f\u00fcnmek i\u00e7in \u00e7ok az zaman vard\u0131r. Bu nedenle bir\u00e7ok uzman genellikle \u00f6nemli kararlar\u0131n do\u011frudan telefonda al\u0131nmamas\u0131n\u0131 tavsiye eder. Bir teklif ger\u00e7ekten ilgin\u00e7se, bilgileri yaz\u0131l\u0131 olarak almay\u0131 isteyebilirsiniz. Bu size bo\u015f zamanlar\u0131n\u0131zda her \u015feyi kontrol etme ve farkl\u0131 se\u00e7enekleri kar\u015f\u0131la\u015ft\u0131rma f\u0131rsat\u0131 verir. Bu yakla\u015f\u0131m, fevri kararlara ve olas\u0131 yanl\u0131\u015f anlamalara kar\u015f\u0131 koruma sa\u011flar.<\/li>\n<li><strong>Telefonda bir yapay zeka ile konu\u015ftu\u011fumdan \u015f\u00fcphelenirsem ne yapmal\u0131y\u0131m?<\/strong><br \/>\nBa\u015flang\u0131\u00e7ta normal \u015fekilde yan\u0131t verebilir ve dilerseniz g\u00f6r\u00fc\u015fmeyi yapabilirsiniz. \u015e\u00fcpheniz varsa, do\u011frudan otomatik bir sistem olup olmad\u0131\u011f\u0131n\u0131 da sorabilirsiniz. Di\u011fer bir se\u00e7enek de g\u00f6r\u00fc\u015fmeyi kibarca sonland\u0131rmakt\u0131r. Hi\u00e7 kimse istenmeyen bir sat\u0131\u015f g\u00f6r\u00fc\u015fmesine kat\u0131lmak zorunda de\u011fildir. Her \u015feyden \u00f6nce, kendinizi bask\u0131 alt\u0131nda b\u0131rakmaman\u0131z ve sizi rahats\u0131z edecek herhangi bir karar vermemeniz \u00f6nemlidir.<\/li>\n<li><strong>Bu teknoloji neden \u015fu anda bu kadar yayg\u0131nla\u015f\u0131yor?<\/strong><br \/>\n\u015eu anda bir\u00e7ok teknik geli\u015fme bir araya gelmektedir. Konu\u015fma tan\u0131ma, g\u00fc\u00e7l\u00fc konu\u015fma modelleri ve ger\u00e7ek\u00e7i konu\u015fma sentezindeki ilerlemeler bu t\u00fcr sistemlerin kalitesini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde art\u0131rm\u0131\u015ft\u0131r. Ayn\u0131 zamanda, bu teknolojinin maliyeti de \u00f6nemli \u00f6l\u00e7\u00fcde d\u00fc\u015fm\u00fc\u015ft\u00fcr. Bu da onu bir\u00e7ok \u015firket i\u00e7in cazip hale getiriyor. Daha \u00f6nce sadece b\u00fcy\u00fck \u015firketler i\u00e7in m\u00fcmk\u00fcn olan bu teknoloji art\u0131k daha k\u00fc\u00e7\u00fck \u015firketler taraf\u0131ndan da kullan\u0131labiliyor.<\/li>\n<li><strong>Gelecekte yapay zeka konu\u015fmalar\u0131 i\u00e7in bir etiketleme gereklili\u011fi olacak m\u0131?<\/strong><br \/>\nBu konu bir\u00e7ok \u00fclkede tart\u0131\u015f\u0131lmaktad\u0131r. Baz\u0131 uzmanlar, otomatik sistemlerin yapay zeka olarak a\u00e7\u0131k\u00e7a tan\u0131nabilir olmas\u0131 \u00e7a\u011fr\u0131s\u0131nda bulunuyor. Di\u011ferleri ise bunun uygulanmas\u0131n\u0131n zor olaca\u011f\u0131n\u0131 veya teknolojinin kullan\u0131m\u0131n\u0131 k\u0131s\u0131tlayabilece\u011fini savunuyor. Bu konunun yasal olarak nas\u0131l geli\u015fece\u011fi hen\u00fcz belli de\u011fil. Ancak, gelecekteki d\u00fczenlemelerin daha fazla \u015feffafl\u0131k gerektirmesi olduk\u00e7a olas\u0131d\u0131r.<\/li>\n<li><strong>Neden bir\u00e7ok insan bu t\u00fcr sistemleri tan\u0131makta zorlan\u0131yor?<\/strong><br \/>\n\u0130nsanlar sesleri otomatik olarak ger\u00e7ek insanlarla ili\u015fkilendirmeye al\u0131\u015fk\u0131nd\u0131r. Bir ses do\u011fal geliyorsa ve konu\u015fma mant\u0131kl\u0131ysa, bunu nadiren sorgular\u0131z. Beynimiz konu\u015fmay\u0131 hemen insan ileti\u015fimi olarak yorumlar. Modern sistemler tam da bu g\u00fcveni istismar ediyor. Ancak konu\u015fmada garip bir cevap ya da beklenmedik bir duraklama gibi ola\u011fand\u0131\u015f\u0131 bir \u015fey oldu\u011funda daha dikkatli dinlemeye ba\u015flar\u0131z.<\/li>\n<li><strong>Bu t\u00fcr teknolojiler temelde sorunlu mu?<\/strong><br \/>\nBu, b\u00fcy\u00fck \u00f6l\u00e7\u00fcde nas\u0131l kullan\u0131ld\u0131klar\u0131na ba\u011fl\u0131d\u0131r. Baz\u0131 alanlarda, \u00f6rne\u011fin m\u00fc\u015fteri hizmetlerinde veya basit randevular al\u0131rken otomatik konu\u015fmalar \u00e7ok yararl\u0131 olabilir. \u0130nsanlar bir makineyle konu\u015ftuklar\u0131n\u0131 fark edemediklerinde veya teknoloji agresif pazarlama i\u00e7in kullan\u0131ld\u0131\u011f\u0131nda genellikle sorunlu hale gelir. Bir\u00e7ok teknolojide oldu\u011fu gibi, sonu\u00e7ta sorumlu kullan\u0131m s\u00f6z konusudur.<\/li>\n<li><strong>Neden baz\u0131 sistemler bu kadar ani tepki veriyor ve konu\u015fmalar\u0131 aniden sonland\u0131r\u0131yor?<\/strong><br \/>\nBir\u00e7ok otomatik diyalog sistemi a\u00e7\u0131k\u00e7a tan\u0131mlanm\u0131\u015f kurallar\u0131 takip eder. Belirli ko\u015fullar yerine getirilirse - \u00f6rne\u011fin teklifin a\u00e7\u0131k\u00e7a reddedilmesi - sistem diyalo\u011fu otomatik olarak sonland\u0131r\u0131r. Bu davran\u0131\u015f bazen insanlara kaba veya ani gelebilir \u00e7\u00fcnk\u00fc biz bir konu\u015fman\u0131n biraz daha uzun s\u00fcrmesine al\u0131\u015fk\u0131n\u0131z. Ancak otomatik bir sistem i\u00e7in bu sadece programlanm\u0131\u015f bir karard\u0131r.<\/li>\n<li><strong>Bu t\u00fcr deneyimlerden ne \u00f6\u011frenebilirim?<\/strong><br \/>\nMuhtemelen en \u00f6nemli \u015fey uyan\u0131k kalmakt\u0131r. \u0130leti\u015fim d\u00fcnyam\u0131z \u00e7ok h\u0131zl\u0131 de\u011fi\u015fiyor. Sesler, metinler ve konu\u015fmalar art\u0131k otomatik olarak olu\u015fturulabiliyor. Sa\u011fl\u0131kl\u0131 bir \u015f\u00fcphe dozu ve bu t\u00fcr durumlara bilin\u00e7li bir yakla\u015f\u0131m, onlarla daha iyi ba\u015fa \u00e7\u0131kmam\u0131za yard\u0131mc\u0131 olabilir. Daha yak\u0131ndan dinlemek ve sorular sormak i\u00e7in zaman ay\u0131r\u0131rsan\u0131z, bazen ba\u015flang\u0131\u00e7ta bekledi\u011finizden daha fazlas\u0131n\u0131 fark edersiniz.<\/li>\n<\/ol>\n<hr \/>\n\n\t\t\t<div class=\"display-post-types\">\n\n\t\t\t\t\t\t\t<style type=\"text\/css\">\n\t\t\t#dpt-wrapper-416 { --dpt-text-align: left;--dpt-image-crop: center;--dpt-border-radius: 5px;--dpt-h-gutter: 10px;--dpt-v-gutter: 9px; }\t\t\t<\/style>\n\t\t\t<style type=\"text\/css\">#dpt-wrapper-416 { --dpt-title-font-style:normal;--dpt-title-font-weight:600;--dpt-title-line-height:1.5;--dpt-title-text-decoration:none;--dpt-title-text-transform:none;--dpt-excerpt-font-style:normal;--dpt-excerpt-font-weight:400;--dpt-excerpt-line-height:1.5;--dpt-excerpt-text-decoration:none;--dpt-excerpt-text-transform:none;--dpt-meta1-font-style:normal;--dpt-meta1-font-weight:400;--dpt-meta1-line-height:1.9;--dpt-meta1-text-decoration:none;--dpt-meta1-text-transform:none;--dpt-meta2-font-style:normal;--dpt-meta2-font-weight:400;--dpt-meta2-line-height:1.9;--dpt-meta2-text-decoration:none;--dpt-meta2-text-transform:none; }<\/style><div class=\"dpt-main-header\">\n\t\t\t\t\t\t<div class=\"dpt-main-title\">\n\t\t\t\t\t\t\t<span class=\"dpt-main-title-text\">Sanat ve k\u00fclt\u00fcr \u00fczerine g\u00fcncel makaleler<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/div>\t\t\t\n\t\t\t\t<div id=\"dpt-wrapper-416\" class=\"dpt-wrapper dpt-mag1 land1 dpt-cropped dpt-flex-wrap\" >\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"gr\u00f6nland, trump und die frage der zugeh\u00f6rigkeit: geschichte, recht und realit\u00e4t\" data-id=\"4325\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"europa geopolitik krisen meinungsfreiheit sicherheitspolitik\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/groenland-trump-ve-ai%cc%87di%cc%87yet-sorunu-tari%cc%87h-hukuk-ve-gercekli%cc%87k\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Gr\u00f6nland, Trump ve aidiyet sorunu: tarih, hukuk ve ger\u00e7eklik<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Gr\u00f6nland hedefte: ABD ve Trump\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Groenland-USA-Trump-Titel-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/groenland-trump-ve-ai%cc%87di%cc%87yet-sorunu-tari%cc%87h-hukuk-ve-gercekli%cc%87k\/\" rel=\"bookmark\">Gr\u00f6nland, Trump ve aidiyet sorunu: tarih, hukuk ve ger\u00e7eklik<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"die krimtataren \u2013 geschichte, herkunft und gegenwart eines vergessenen volkes\" data-id=\"4154\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"europa geopolitik krisen meinungsfreiheit\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kirim-tatarlari-unutulmus-bi%cc%87r-halkin-tari%cc%87hi%cc%87-koekeni%cc%87-ve-buguenue\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">K\u0131r\u0131m Tatarlar\u0131 - unutulmu\u015f bir halk\u0131n tarihi, k\u00f6kenleri ve bug\u00fcn\u00fc<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"K\u0131r\u0131m-Tartar bozk\u0131rlar\u0131\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Krimtartaren-Steppe-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/kirim-tatarlari-unutulmus-bi%cc%87r-halkin-tari%cc%87hi%cc%87-koekeni%cc%87-ve-buguenue\/\" rel=\"bookmark\">K\u0131r\u0131m Tatarlar\u0131 - unutulmu\u015f bir halk\u0131n tarihi, k\u00f6kenleri ve bug\u00fcn\u00fc<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"jan-josef liefers: ein portr\u00e4t \u00fcber haltung, herkunft und k\u00fcnstlerische freiheit\" data-id=\"3854\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland erfahrungen krisen lernen meinungsfreiheit musik pers\u00f6nlichkeitsentwicklung portrait\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Jan-Josef Liefers\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/jan-josef-liefers-silhouette-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2025\/12\/jan-josef-liefers-bi%cc%87r-tutum-koeken-ve-sanatsal-oezguerluek-portresi%cc%87\/\" rel=\"bookmark\">Jan-Josef Liefers: Tav\u0131r, k\u00f6ken ve sanatsal \u00f6zg\u00fcrl\u00fck \u00fczerine bir portre<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"johann sebastian bach \u2013 ordnung, haltung und das fundament unserer musik\" data-id=\"5033\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"deutschland musik portrait\">\n\t\t\t\t\t\t\t<div class=\"dpt-entry-wrapper\"><div class=\"dpt-featured-content\"><div class=\"dpt-permalink\"><a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/johann-sebastian-bach-duezen-tavri-ve-muezi%cc%87gi%cc%87mi%cc%87zi%cc%87n-temeli%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Johann Sebastian Bach - d\u00fczen, tutum ve m\u00fczi\u011fimizin temeli<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Johann Sebastian Bach Portresi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait-18x12.jpg 18w\" \/><\/div><span class=\"dpt-thumbnail-aspect-ratio\" style=\"padding-top: 75%\"><\/span><\/div><\/div><div class=\"sub-entry\"><h3 class=\"dpt-title\"><a class=\"dpt-title-link\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/johann-sebastian-bach-duezen-tavri-ve-muezi%cc%87gi%cc%87mi%cc%87zi%cc%87n-temeli%cc%87\/\" rel=\"bookmark\">Johann Sebastian Bach - d\u00fczen, tutum ve m\u00fczi\u011fimizin temeli<\/a><\/h3><\/div><\/div>\n\t\t\t\t\t\t<\/div><!-- .dpt-entry -->\n\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\n<hr \/>","protected":false},"excerpt":{"rendered":"<p>G\u00fcnl\u00fck ya\u015famda ilk ba\u015fta tamamen s\u0131radan g\u00f6r\u00fcnen anlar vard\u0131r. Masan\u0131zda oturmu\u015f, bir makale \u00fczerinde \u00e7al\u0131\u015f\u0131yor, yeni bir konu hakk\u0131nda d\u00fc\u015f\u00fcn\u00fcyorsunuz - ve aniden telefon \u00e7al\u0131yor. Tan\u0131mad\u0131\u011f\u0131n\u0131z bir numara. Benim durumumda, Ruhr b\u00f6lgesinden bir arama koduydu: 0233 gibi bir \u015fey. Serbest \u00e7al\u0131\u015fan biri olarak ara s\u0131ra b\u00f6yle telefonlar al\u0131rs\u0131n\u0131z. ... <a title=\"Johann Sebastian Bach - d\u00fczen, tutum ve m\u00fczi\u011fimizin temeli\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/02\/johann-sebastian-bach-duezen-tavri-ve-muezi%cc%87gi%cc%87mi%cc%87zi%cc%87n-temeli%cc%87\/\" aria-label=\"Johann Sebastian Bach - d\u00fczen, tutum ve m\u00fczi\u011fimizin temeli hakk\u0131nda devam\u0131n\u0131 oku\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":5136,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":60,"footnotes":""},"categories":[1,466,431,235],"tags":[469,458,471,442],"class_list":["post-5130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein","category-gesellschaft","category-ki-systeme","category-stories-humor","tag-datenschutz","tag-erfahrungen","tag-kuenstliche-intelligenz","tag-prozesse"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/5130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/comments?post=5130"}],"version-history":[{"count":11,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/5130\/revisions"}],"predecessor-version":[{"id":5235,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/5130\/revisions\/5235"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/5136"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=5130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=5130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=5130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}