{"id":4402,"date":"2026-01-14T06:35:57","date_gmt":"2026-01-14T06:35:57","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=4402"},"modified":"2026-05-09T16:58:33","modified_gmt":"2026-05-09T16:58:33","slug":"yutturmaca-olmadan-yapay-zeka-neden-daha-az-ki-araci-genellikle-daha-iyi-is-anlamina-gelir","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2026\/01\/yutturmaca-olmadan-yapay-zeka-neden-daha-az-ki-araci-genellikle-daha-iyi-is-anlamina-gelir\/","title":{"rendered":"Abart\u0131l\u0131 olmayan yapay zeka: neden daha az yapay zeka arac\u0131 daha iyi i\u015f anlam\u0131na geliyor?"},"content":{"rendered":"<p>Bug\u00fcn yapay zeka konusuyla ilgilenen herkes neredeyse ka\u00e7\u0131n\u0131lmaz olarak garip bir duyguyla kar\u015f\u0131la\u015f\u0131yor: s\u00fcrekli huzursuzluk. Bir araca al\u0131\u015f\u0131r al\u0131\u015fmaz bir sonraki on ara\u00e7 ortaya \u00e7\u0131k\u0131yor. YouTube'da bir video di\u011ferini takip ediyor: <em>\u201eBu yapay zeka arac\u0131 her \u015feyi de\u011fi\u015ftiriyor\u201c<\/em>, <em>\u201eBunu kesinlikle \u015fimdi kullanmal\u0131s\u0131n\u201c<\/em>, <em>\u201eKa\u00e7\u0131ranlar geride kal\u0131r\u201c<\/em>. Ve her seferinde, ayn\u0131 mesaj bilin\u00e7alt\u0131nda yank\u0131lan\u0131yor: \u00c7ok ge\u00e7 kald\u0131n\u0131z. Di\u011ferleri daha ileride. Yakalamak zorundas\u0131n.<\/p>\n<p>Bu durum sadece BT \u00e7al\u0131\u015fanlar\u0131n\u0131 etkilemiyor. Serbest meslek sahipleri, yarat\u0131c\u0131 profesyoneller, giri\u015fimciler ve s\u0131radan \u00e7al\u0131\u015fanlar da bu bask\u0131y\u0131 hissediyor. Bir\u00e7o\u011fu bu ara\u00e7lar\u0131n ger\u00e7ekte ne i\u015fe yarad\u0131\u011f\u0131n\u0131 bile tam olarak bilmiyor - ama bir \u015feyleri ka\u00e7\u0131r\u0131yor olabilecekleri hissine kap\u0131l\u0131yorlar. \u0130\u015fte strese neden olan da tam olarak bu.<!--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-965 { --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-965 { --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-965\" 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=\"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=\"1024\" height=\"683\" 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: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-als-sparringspartner-laptop.jpg 1024w, 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-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\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"vom chatgpt-datenexport zur eigenen wissens-ki: schritt-f\u00fcr-schritt mit ollama und qdrant\" data-id=\"5306\"  data-category=\"apple macos ki-systeme tipps &amp; anleitungen\" data-post_tag=\"datenbanken denkmodelle digitales eigentum docker k\u00fcnstliche intelligenz llama llm mlx ollama prozesse 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\/2026\/03\/ollama-ve-qdrant-i%cc%87le-chatgpt-veri%cc%87-i%cc%87hracatindan-kendi%cc%87-bi%cc%87lgi%cc%87-ki%cc%87ni%cc%87ze-adim-adim\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">ChatGPT veri aktar\u0131m\u0131ndan kendi bilgi yapay zekan\u0131za: Ollama ve Qdrant ile ad\u0131m ad\u0131m<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Kendi yapay zeka belle\u011finize giden yol\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ChatGPT-Datenexport-Computerhirn.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ChatGPT-Datenexport-Computerhirn.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ChatGPT-Datenexport-Computerhirn-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ChatGPT-Datenexport-Computerhirn-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ChatGPT-Datenexport-Computerhirn-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\/ollama-ve-qdrant-i%cc%87le-chatgpt-veri%cc%87-i%cc%87hracatindan-kendi%cc%87-bi%cc%87lgi%cc%87-ki%cc%87ni%cc%87ze-adim-adim\/\" rel=\"bookmark\">ChatGPT veri aktar\u0131m\u0131ndan kendi bilgi yapay zekan\u0131za: Ollama ve Qdrant ile ad\u0131m ad\u0131m<\/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=\"wie man heute schon ki-spezialisten ausbilden kann &#8211; chancen f\u00fcr unternehmen und azubis\" data-id=\"3120\"  data-category=\"allgemein b\u00fccher ki-systeme tipps &amp; anleitungen\" data-post_tag=\"buch datenbanken datenlogik denkmodelle k\u00fcnstliche intelligenz llm 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\/10\/buguen-ki-uzmanlari-nasil-yeti%cc%87sti%cc%87ri%cc%87li%cc%87r-si%cc%87rketler-ve-stajyerler-i%cc%87ci%cc%87n-firsatlar\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Yapay zeka uzman\u0131 yeti\u015ftirin\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/ki-spezialist-ausbildung-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\/10\/buguen-ki-uzmanlari-nasil-yeti%cc%87sti%cc%87ri%cc%87li%cc%87r-si%cc%87rketler-ve-stajyerler-i%cc%87ci%cc%87n-firsatlar\/\" rel=\"bookmark\">Yapay zeka uzmanlar\u0131 bug\u00fcn nas\u0131l e\u011fitilebilir - \u015firketler ve stajyerler i\u00e7in f\u0131rsatlar<\/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=\"warum ein eigenes magazin f\u00fcr unternehmen heute wichtiger ist als werbung\" data-id=\"4476\"  data-category=\"gesellschaft ki-systeme tipps &amp; anleitungen\" data-post_tag=\"datenlogik datenschutz digitales eigentum k\u00fcnstliche intelligenz 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\/buguen-bi%cc%87r-si%cc%87rket-dergi%cc%87si%cc%87-neden-reklamdan-daha-oenemli%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">G\u00fcn\u00fcm\u00fczde \u015firketler i\u00e7in kendi dergilerine sahip olmak neden reklam vermekten daha \u00f6nemli?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"M\u00fclk olarak dergi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/magazin-gastbeitraege-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\/buguen-bi%cc%87r-si%cc%87rket-dergi%cc%87si%cc%87-neden-reklamdan-daha-oenemli%cc%87\/\" rel=\"bookmark\">G\u00fcn\u00fcm\u00fczde \u015firketler i\u00e7in kendi dergilerine sahip olmak neden reklam vermekten daha \u00f6nemli?<\/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>Konuyla ilgili son haberler<\/h2>\n<p><strong>09.05.2026<\/strong>Teknoloji analisti Philipp \u201ePip\u201c Kl\u00f6ckner'in OMR'de yapt\u0131\u011f\u0131 yeni sunum, yapay zeka sekt\u00f6r\u00fcn\u00fcn saf yutturmacadan ne kadar uzakla\u015ft\u0131\u011f\u0131n\u0131 etkileyici bir \u015fekilde ortaya koyuyor. F\u00fct\u00fcristik bo\u015f hayaller yerine, odak noktas\u0131 giderek daha fazla kat\u0131 ger\u00e7ekli\u011fe d\u00f6n\u00fc\u015f\u00fcyor: veri merkezlerine yap\u0131lan milyarlarca dolarl\u0131k devasa yat\u0131r\u0131mlar, YZ sistemlerinin artan enerji gereksinimleri ve hangi i\u015f modellerinin uzun vadede uygulanabilir kalaca\u011f\u0131 sorusu. Kl\u00f6ckner'in, pazar\u0131n YZ heyecan\u0131n\u0131n zirvesinden \u00e7ok daha kritik bir a\u015famaya ge\u00e7ti\u011fi y\u00f6n\u00fcndeki de\u011ferlendirmesi \u00f6zellikle heyecan verici. OpenAI, Anthropic, Google ve di\u011fer \u015firketler pazar pay\u0131 i\u00e7in m\u00fccadele ederken, bir\u00e7ok geleneksel bilgi ve idari i\u015fler de bask\u0131 alt\u0131na giriyor.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_YNavwk7qk24\"><div id=\"lyte_YNavwk7qk24\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2FYNavwk7qk24%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\/YNavwk7qk24\" 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%2FYNavwk7qk24%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 aldatmacas\u0131n\u0131n \u00f6tesinde: Ger\u00e7ekten nerede duruyoruz ve bizi neler bekliyor? <a href=\"https:\/\/www.youtube.com\/@officially_omr\" target=\"_blank\" rel=\"nofollow noopener\">OMR<\/a><\/p>\n<p>Ayn\u0131 zamanda, Avrupa'n\u0131n uluslararas\u0131 YZ yar\u0131\u015f\u0131nda, \u00f6zellikle enerji, altyap\u0131 ve d\u00fczenleme a\u00e7\u0131s\u0131ndan s\u0131n\u0131rlar\u0131na ula\u015fmakta oldu\u011fu a\u00e7\u0131k\u00e7a ortaya \u00e7\u0131kmaktad\u0131r. Bu nedenle sunum, YZ sekt\u00f6r\u00fcndeki mevcut duruma ili\u015fkin al\u0131\u015f\u0131lmad\u0131k derecede \u00f6l\u00e7\u00fcl\u00fc bir bak\u0131\u015f a\u00e7\u0131s\u0131 sunuyor - korkutmadan, ancak ayn\u0131 zamanda bir\u00e7ok pazarlama sunumunun abart\u0131l\u0131 co\u015fkusu olmadan.<\/p>\n<hr \/>\n<p>\u0130lgin\u00e7tir ki, insanlar\u0131n yaz\u0131l\u0131mla profesyonel olarak ilgilendi\u011fi yerlerde bile b\u00fcy\u00fck bir belirsizlik s\u00f6z konusudur. Konferanslarda, sohbetlerde ve molalarda ayn\u0131 c\u00fcmleleri tekrar tekrar duyars\u0131n\u0131z: <em>\u201eHer \u015fey \u00e7ok \u00e7abuk oluyor\u201c<\/em>, <em>\u201eHepsine yeti\u015femezsin\u201c<\/em>, <em>\u201eAsl\u0131nda bununla ilgilenilmesi gerekiyor ama...\u201c<\/em>. Baz\u0131lar\u0131 \u00e7\u0131lg\u0131nca her kervana atl\u0131yor. Di\u011ferleri ise sessizce istifa ediyor ve \u015fimdilik hi\u00e7bir \u015fey yapm\u0131yor.<\/p>\n<p>\u0130kisi de anla\u015f\u0131labilir. \u00c7\u00fcnk\u00fc tempo ger\u00e7ekten de h\u0131zl\u0131. Ve evet, etkileyici geli\u015fmeler var. Ancak can al\u0131c\u0131 soru \u015fa\u015f\u0131rt\u0131c\u0131 derecede nadiren soruluyor: Buna ger\u00e7ekten ihtiyac\u0131m var m\u0131 - i\u015fim, g\u00fcnl\u00fck ya\u015fam\u0131m, d\u00fc\u015f\u00fcnce tarz\u0131m i\u00e7in?<\/p>\n<p>Bunun yerine, bir t\u00fcr s\u00fcrekli g\u00fcr\u00fclt\u00fc var. Yeni ara\u00e7lar, yeni aray\u00fczler, yeni vaatler. Ve her \u015feyi takip etmeye \u00e7al\u0131\u015fan herkes, as\u0131l sorunun teknoloji eksikli\u011fi de\u011fil, oryantasyon eksikli\u011fi oldu\u011funu hemen fark ediyor. \u0130nsanlar eskiden kendilerine sorarlard\u0131:<\/p>\n<blockquote><p>Nas\u0131l iyi \u00e7al\u0131\u015fabilirim?<\/p><\/blockquote>\n<p>Bug\u00fcn bir\u00e7ok ki\u015fi \u00f6nce soruyor:<\/p>\n<blockquote><p>Hangi araca ihtiyac\u0131m var?<\/p><\/blockquote>\n<p>\u0130\u015fte yanl\u0131\u015f anla\u015f\u0131lma burada ba\u015fl\u0131yor.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4404 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl.jpg\" alt=\"Aralar\u0131ndan se\u00e7im yapabilece\u011finiz bir\u00e7ok yapay zeka arac\u0131\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolauswahl-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Ara\u00e7lar bir \u00e7al\u0131\u015fma y\u00f6nteminin yerini almaz - sadece onu g\u00fc\u00e7lendirir<\/h2>\n<p>Bir ara\u00e7 asla tarafs\u0131z de\u011fildir. Zaten var olan\u0131 g\u00fc\u00e7lendirir. Net bir \u015fekilde \u00e7al\u0131\u015f\u0131yorsan\u0131z, iyi bir ara\u00e7la daha net \u00e7al\u0131\u015f\u0131rs\u0131n\u0131z. Yap\u0131land\u0131r\u0131lmam\u0131\u015f bir \u015fekilde \u00e7al\u0131\u015fanlar, g\u00fc\u00e7l\u00fc ara\u00e7larla daha h\u0131zl\u0131 bir \u015fekilde yap\u0131land\u0131r\u0131lmam\u0131\u015f hale gelirler. Bu her zaman b\u00f6yle olmu\u015ftur. G\u00fc\u00e7l\u00fc bir metin edit\u00f6r\u00fc otomatik olarak birini iyi bir yazar yapmaz. Profesyonel bir foto\u011fraf makinesi, g\u00f6r\u00fcnt\u00fc kompozisyonu hissinin yerini tutmaz. Ve bir elektronik tablo otomatik olarak temiz kararlar al\u0131nmas\u0131n\u0131 sa\u011flamaz. Ara\u00e7lar g\u00fc\u00e7lendiricidir, kurtar\u0131c\u0131 de\u011fil.<\/p>\n<p>Yapay zeka da farkl\u0131 de\u011fildir - tam tersine. YZ d\u00fc\u015f\u00fcnme hatalar\u0131n\u0131 h\u0131zland\u0131rabilir, belirsizlikleri gizleyebilir ve netlik eksikli\u011fini zarif bir \u015fekilde \u00f6rtebilir. Ger\u00e7ekte ne istedi\u011finizi bilmiyorsan\u0131z, cevaplar al\u0131rs\u0131n\u0131z ama y\u00f6nlendirme olmaz. Kendi s\u00fcrecinizi bilmiyorsan\u0131z, deneme yan\u0131lma y\u00f6nteminde h\u0131zla kaybolursunuz.<\/p>\n<p>Bir\u00e7ok ki\u015finin hafife ald\u0131\u011f\u0131 bir ba\u015fka nokta daha var: Her yeni ara\u00e7 dikkat gerektirir. Onu anlaman\u0131z, kurman\u0131z ve test etmeniz gerekir. Bir \u015feyler beklendi\u011fi gibi \u00e7al\u0131\u015fm\u0131yor. Bir \u015fey kendi s\u00fcrecinize tam olarak uymuyor. Ard\u0131ndan \u00f6zelle\u015ftirme, d\u00f6n\u00fc\u015ft\u00fcrme ve yeniden ayarlama ba\u015flar. Bunlar\u0131n hepsi zaman al\u0131r - ve hepsinden \u00f6nemlisi odaklanma gerektirir.<\/p>\n<p>Ge\u00e7mi\u015fte, \u00f6ncelikle bir \u00e7al\u0131\u015fma y\u00f6ntemi geli\u015ftirmek do\u011fal bir meseleydi. Nas\u0131l d\u00fc\u015f\u00fcnece\u011finizi, planlayaca\u011f\u0131n\u0131z\u0131, yazaca\u011f\u0131n\u0131z\u0131 ya da karar verece\u011finizi bilirdiniz. Ara\u00e7lar bu s\u00fcrece ba\u011fl\u0131yd\u0131. Bug\u00fcn ise genellikle tam tersi oluyor: s\u00fcre\u00e7 araca uyarlan\u0131yor. Daha iyi oldu\u011fu i\u00e7in de\u011fil - sadece orada oldu\u011fu i\u00e7in.<\/p>\n<p>Sorunun \u00f6z\u00fc de tam olarak bu. \u00c7ok az yapay zeka de\u011fil, ger\u00e7ekte nas\u0131l \u00e7al\u0131\u015fmak istedi\u011finize dair \u00e7ok az netlik. Yapay zeka d\u00fc\u015f\u00fcnceleri yap\u0131land\u0131rmaya, fikirleri kontrol etmeye veya metinleri iyile\u015ftirmeye yard\u0131mc\u0131 olabilir. Ancak i\u00e7 organizasyonun yerini alamaz. Sorumlulu\u011fu da ortadan kald\u0131ramaz.<\/p>\n<p>Bunu kabul ederseniz, otomatik olarak daha sakin bir tutum benimseyeceksiniz. O zaman her yeni arac\u0131 test etmek zorunda kalmazs\u0131n\u0131z. O zaman bilin\u00e7li olarak ortal\u0131kta bir \u015feyler b\u0131rakabilirsiniz. O zaman teknik tela\u015f yeniden bir alet kutusuna d\u00f6n\u00fc\u015f\u00fcr - az say\u0131da ama tan\u0131d\u0131k aletlerle.<br \/>\n\u0130\u015fte tam da bu y\u00fczden 20 yapay zeka arac\u0131na ihtiyac\u0131m yok. K\u00f6t\u00fc olduklar\u0131 i\u00e7in de\u011fil. Ama iyi i\u015f nadiren nicelikten de\u011fil, uyumdan gelir.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_2ObdIUfjdpA\"><div id=\"lyte_2ObdIUfjdpA\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2F2ObdIUfjdpA%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\/2ObdIUfjdpA\" 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%2F2ObdIUfjdpA%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 \/>\nPodcast: Lucas Dohmen ile Yapay Zeka ve LLM'lere ele\u015ftirel bir bak\u0131\u015f | <a href=\"https:\/\/www.youtube.com\/@EberhardWolff\/\" target=\"_blank\" rel=\"nofollow noopener\">Eberhard Wolff<\/a><\/p>\n<h2>Benim ger\u00e7ekli\u011fim: Az say\u0131da ara\u00e7, net bir ama\u00e7<\/h2>\n<p>Yapay zeka hakk\u0131nda konu\u015ftu\u011fumda bunu teorik bir perspektiften de\u011fil, normal g\u00fcnl\u00fck i\u015fimden yola \u00e7\u0131karak yap\u0131yorum. B\u00fct\u00fcn g\u00fcn oturup yeni ara\u00e7lar\u0131 test etmiyorum. S\u0131rf \u201ehepsini g\u00f6rd\u00fcm\u201c diyebilmek i\u00e7in aray\u00fczlerin ekran g\u00f6r\u00fcnt\u00fclerini de toplam\u0131yorum. \u00c7al\u0131\u015f\u0131yorum - ve her ara\u00e7 hakk\u0131nda kendime olduk\u00e7a \u00f6l\u00e7\u00fcl\u00fc sorular soruyorum:<\/p>\n<blockquote><p>Bu \u015fu anda bana yard\u0131mc\u0131 m\u0131 oluyor yoksa beni geri mi \u00e7ekiyor?<\/p><\/blockquote>\n<p>Asl\u0131nda, d\u00fczenli olarak yaln\u0131zca \u00e7ok az yapay zeka arac\u0131 kullan\u0131yorum. Prensip olarak de\u011fil, deneyimlerime dayanarak. Benim i\u00e7in \u00f6nemli bir ara\u00e7 ChatGPT. Bir kahin olarak de\u011fil, d\u00fc\u015f\u00fcnmenin yerine ge\u00e7ecek bir ara\u00e7 olarak de\u011fil, bir idman partneri olarak. D\u00fc\u015f\u00fcnceleri s\u0131ralamak, metinleri yap\u0131land\u0131rmak, kar\u015f\u0131 arg\u00fcmanlar\u0131 kontrol etmek ya da bir konuya kendim \u00e7ok dalm\u0131\u015fsam geri ad\u0131m atmak i\u00e7in kullan\u0131yorum. Bir karar\u0131n yerine ge\u00e7mez, ancak kararlar\u0131 daha net g\u00f6rmeye yard\u0131mc\u0131 olur.<\/p>\n<p>Ayr\u0131ca Adobe ortam\u0131ndan bir g\u00f6r\u00fcnt\u00fc yapay zekas\u0131 kullan\u0131yorum. \u201eEn iyisi\u201c oldu\u011fu ya da her \u015feyi yapabildi\u011fi i\u00e7in de\u011fil, mevcut \u00e7al\u0131\u015fma s\u00fcrecime iyi uydu\u011fu i\u00e7in. Referans g\u00f6r\u00fcnt\u00fcler, kontrol edilebilir sonu\u00e7lar, a\u015fina oldu\u011fum bir ortam. Ayn\u0131 \u015fey burada da ge\u00e7erli: Mucizeler beklemiyorum. G\u00fcvenilirlik bekliyorum. Bir ara\u00e7 tam olarak bunu sa\u011fl\u0131yorsa, bu genellikle yeterlidir.<\/p>\n<h3>Ba\u011f\u0131ms\u0131z bir se\u00e7enek olarak yerel yapay zeka<\/h3>\n<p>Bir de yerel yapay zeka meselesi var. Benim i\u00e7in bu bir dogma ya da stat\u00fc sembol\u00fc de\u011fil. Bu bir se\u00e7enek. S\u00fcrekli olarak bulut hizmetleri veya i\u015f modelleri hakk\u0131nda d\u00fc\u015f\u00fcnmek zorunda kalmadan ba\u011f\u0131ms\u0131z olarak \u00e7al\u0131\u015fma ve bir \u015feyler deneme f\u0131rsat\u0131. Ancak ayn\u0131 \u015fey burada da ge\u00e7erli: Bunu teknik a\u00e7\u0131dan cazip oldu\u011fu i\u00e7in de\u011fil, mant\u0131kl\u0131 oldu\u011fu i\u00e7in kullan\u0131yorum.<\/p>\n<p>T\u00fcm bu ara\u00e7lar\u0131n ortak noktas\u0131: Benim \u00e7al\u0131\u015fma \u015feklime ba\u011fl\u0131lar. Tam tersi de\u011fil. D\u00fc\u015f\u00fcncelerimi bir araca uyarlam\u0131yorum. Arac\u0131 \u00e7al\u0131\u015fma \u015feklime g\u00f6re uyarlar\u0131m. \u0130\u015fte tam da bu y\u00fczden bir\u00e7o\u011funa ihtiyac\u0131m yok. Teoride daha fazlas\u0131n\u0131 yapabilen ancak pratikte s\u00fcrekli dikkat gerektiren be\u015f ara\u00e7 yerine iyi bildi\u011fim bir arac\u0131 tercih ederim.<\/p>\n<h2>Neden bir\u00e7ok \u015feyi bilin\u00e7li olarak yapm\u0131yorum?<\/h2>\n<p>Elbette neler olup bitti\u011fini g\u00f6rebiliyorum. \u00d6rne\u011fin Claude'un \u00f6zellikle programlama ya da karma\u015f\u0131k analizler s\u00f6z konusu oldu\u011funda son derece g\u00fc\u00e7l\u00fc oldu\u011fu d\u00fc\u015f\u00fcn\u00fcl\u00fcyor. Bunlar\u0131n hepsi do\u011fru olabilir. Ve muhtemelen \u00e7ok da iyi bir ara\u00e7t\u0131r. Ancak bir ara\u00e7 sadece g\u00fc\u00e7l\u00fc oldu\u011fu i\u00e7in kullan\u0131\u015fl\u0131 de\u011fildir. G\u00fcnl\u00fck hayat\u0131n\u0131za uymas\u0131 gerekir.<\/p>\n<p>Zaman s\u0131n\u0131rl\u0131d\u0131r. Dikkat s\u0131n\u0131rl\u0131d\u0131r. Ve her yeni yaz\u0131l\u0131m, iyi yap\u0131lm\u0131\u015f olsa bile bir \u00f6\u011frenme e\u011frisiyle birlikte geliyor. Kendimi tan\u0131mal\u0131, kar\u015f\u0131la\u015ft\u0131rmal\u0131 ve denemeliyim. G\u00fc\u00e7l\u00fc yanlar\u0131n nerede yatt\u0131\u011f\u0131n\u0131 ve s\u0131n\u0131rlar\u0131n nerede oldu\u011funu bulmam gerekiyor. Bu olumsuz bir \u015fey de\u011fil, ama bir \u00e7aba. Ve bu \u00e7aba her zaman fayda ile orant\u0131l\u0131 de\u011fildir.<\/p>\n<p>Bir\u00e7ok video ve g\u00f6r\u00fcnt\u00fc yapay zeka sisteminde de durum benzerdir. Sonu\u00e7lar bazen etkileyici olabiliyor, buna \u015f\u00fcphe yok. Sadece birka\u00e7 y\u0131l \u00f6nce hayal bile edilemeyecek \u015feyleri g\u00f6rebiliyorsunuz. Ancak burada da kendime basit bir soru soruyorum: \u015eu anda yapt\u0131\u011f\u0131m i\u015f i\u00e7in buna ihtiyac\u0131m var m\u0131? Benim durumumda cevap genellikle: pek de\u011fil. K\u00f6t\u00fc oldu\u011fu i\u00e7in de\u011fil - ama odak noktam olmad\u0131\u011f\u0131 i\u00e7in.<\/p>\n<p>Kendinizin yo\u011fun olarak kullanmad\u0131\u011f\u0131n\u0131z \u015feyler hakk\u0131nda \u00e7ok ileri gidip yarg\u0131da bulunman\u0131n bir hata oldu\u011funu d\u00fc\u015f\u00fcn\u00fcyorum. Bu nedenle olduk\u00e7a bilin\u00e7li olarak \u015funu s\u00f6yl\u00fcyorum: bu ara\u00e7lar\u0131n bir\u00e7o\u011fu hakl\u0131. Di\u011fer \u00e7al\u0131\u015fma \u015fekilleri, di\u011fer meslekler, di\u011fer hedefler i\u00e7in. Ancak bunlar herkes i\u00e7in otomatik olarak faydal\u0131 de\u011fildir.<\/p>\n<p>Eskiden uzmanla\u015fmak normaldi. Her \u015feyi ayn\u0131 anda iyi yapamazd\u0131n\u0131z. Bug\u00fcn, ara\u00e7 ortam\u0131 her \u015feyi ayn\u0131 anda yapman\u0131z gerekti\u011fini \u00f6ne s\u00fcr\u00fcyor. Ancak bu, bir\u00e7ok insan\u0131n me\u015fgul olmas\u0131na ancak ger\u00e7ekten ilerleme kaydedememesine yol a\u00e7an \u015feydir.<br \/>\nReddetti\u011fim i\u00e7in vazge\u00e7miyorum. Netlikten dolay\u0131 vazge\u00e7iyorum. Ve bu netlik teknolojiden de\u011fil, deneyimden geliyor. Nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131m\u0131 ve nas\u0131l \u00e7al\u0131\u015fmad\u0131\u011f\u0131m\u0131 bilmekten. Geri kalan her \u015fey nihayetinde sadece g\u00fcr\u00fclt\u00fcd\u00fcr.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4406 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug.jpg\" alt=\"Bir veya birka\u00e7 ara\u00e7 kullan\u0131n\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Ein-Werkzeug-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Ger\u00e7ek k\u0131tl\u0131k teknoloji de\u011fil, odaklanmad\u0131r<\/h2>\n<p>T\u00fcm yeni yapay zeka ara\u00e7lar\u0131na bakarsan\u0131z, zaman\u0131m\u0131z\u0131n en b\u00fcy\u00fck sorununun imkanlar\u0131n yetersizli\u011fi oldu\u011funu d\u00fc\u015f\u00fcnebilirsiniz. Asl\u0131nda tam tersi do\u011frudur. Her zamankinden daha fazla olana\u011fa sahibiz - ve sorun da tam olarak bu.<\/p>\n<p>Zaman s\u0131n\u0131rl\u0131d\u0131r. Ve dikkat daha da fazla. Her yeni hizmet, her yeni ara\u00e7, her yeni aray\u00fcz biraz zaman ister. Giri\u015f yapman\u0131z, kendinizi y\u00f6nlendirmeniz, anlaman\u0131z, bir \u015feyler denemeniz gerekir. Her \u015fey iyi yap\u0131lsa bile, bir \u015fey hep ayn\u0131 kal\u0131r: kafan\u0131z yine ba\u015fka bir yerdedir.<\/p>\n<p>Konsantrasyon eskiden sessiz bir durumdu. Bir g\u00f6reve oturur ve onun \u00fczerinde \u00e7al\u0131\u015f\u0131rd\u0131n\u0131z. Bug\u00fcn ise konsantrasyon aktif olarak savunulmas\u0131 gereken bir \u015fey. Bildirimlere, haberlere kar\u015f\u0131 - ve ayr\u0131ca her \u015feyi daha kolay hale getirmesi beklenen ba\u015fka bir arac\u0131 denemenin s\u00fcrekli cazibesine kar\u015f\u0131.<\/p>\n<p>E\u011fer dikkatli olmazsak yapay zeka bu sorunu daha da k\u00f6t\u00fcle\u015ftirir. \u00c7\u00fcnk\u00fc yapay zeka sadece bir ara\u00e7 de\u011fil, bir vaattir. Sadece do\u011fru sistemi kullan\u0131rsan\u0131z daha h\u0131zl\u0131, daha iyi ve daha verimli \u00e7al\u0131\u015fabilece\u011finizi \u00f6ne s\u00fcrer. Ancak bu \u201ee\u011fer\u201c nadiren ger\u00e7ekle\u015fir. Bunun yerine, bir deneme yan\u0131lma, kar\u015f\u0131la\u015ft\u0131rma ve reddetme d\u00f6ng\u00fcs\u00fc ba\u015flar.<\/p>\n<p>Ger\u00e7ek daha rahats\u0131z edici: \u00fcretkenlik ara\u00e7 kullan\u0131m\u0131n\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmaktan de\u011fil, s\u00fcrt\u00fcnmeyi en aza indirmekten gelir. Ara\u00e7lar hakk\u0131nda ne kadar az d\u00fc\u015f\u00fcnmek zorunda kal\u0131rsan\u0131z, i\u00e7erik, kararlar ve ger\u00e7ek i\u015fler i\u00e7in o kadar fazla enerjiniz olur. Oda\u011f\u0131n\u0131z\u0131 s\u00fcrekli olarak yeniden ayarlamak zorunda kal\u0131rsan\u0131z, sonunda tamamen kaybedersiniz.<\/p>\n<p>Bu nedenle benim i\u00e7in \u00f6nemli olan soru \u015fu de\u011fil: Bu ara\u00e7 ne yapabilir?<\/p>\n<p>Ama daha ziyade: Bu bana dikkat a\u00e7\u0131s\u0131ndan neye mal oluyor?<\/p>\n<hr \/>\n<h3>Yerel yapay zeka 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=\"cac3eb40c673540920e01aa986422abb\" data-pid=\"4476\" 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=\"33ea267550\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"bc932991a08f93a6804f181234d2da44\" 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=\"161\" 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=\"32\" 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=\"31\" 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=\"6\" 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>Yerel Yapay Zeka: S\u00fcrekli ses takviyesi yerine ba\u011f\u0131ms\u0131zl\u0131k<\/h2>\n<p>Yerel yapay zeka bu ba\u011flamda \u00f6zel bir rol oynamaktad\u0131r. Bulut \u00e7\u00f6z\u00fcmlerinden \u201edaha iyi\u201c oldu\u011fu veya teknik olarak daha \u00fcst\u00fcn oldu\u011fu i\u00e7in de\u011fil, farkl\u0131 bir \u00e7al\u0131\u015fma \u015fekli sa\u011flad\u0131\u011f\u0131 i\u00e7in. Daha sessiz. Daha kontroll\u00fc. S\u00fcrekli arka plan g\u00fcr\u00fclt\u00fcs\u00fc olmadan.<\/p>\n<h3>D\u0131\u015f \u00e7\u0131karlar olmadan \u00e7al\u0131\u015fmak<\/h3>\n<p>Yerel yapay zeka ile \u00e7al\u0131\u015fan herkes fark\u0131 hemen fark eder: optimize edilmesi gereken bir hesap yoktur. Kullan\u0131m verilerini analiz eden bir platform yok. Belirli i\u015flevleri daha s\u0131k kullanmak i\u00e7in ince bir bask\u0131 yok. Bir model ba\u015flat\u0131r, onunla \u00e7al\u0131\u015f\u0131r ve tekrar kapat\u0131rs\u0131n\u0131z. \u0130\u015fte bu kadar.<\/p>\n<p>Kula\u011fa s\u0131radan geliyor ama de\u011fil. \u00c7\u00fcnk\u00fc \u00e7al\u0131\u015fma hissini de\u011fi\u015ftiriyor. Yapay zeka bir kez daha asl\u0131nda olmas\u0131 gereken \u015feye d\u00f6n\u00fc\u015f\u00fcyor: bir ara\u00e7. Bir hizmet de\u011fil, bir ekosistem de\u011fil, kal\u0131c\u0131 bir teklif de\u011fil. Bilin\u00e7li olarak kulland\u0131\u011f\u0131n\u0131z ya da kullanmad\u0131\u011f\u0131n\u0131z bir \u015fey. Bu tutum, netli\u011fi ve ki\u015fisel sorumlulu\u011fu vurgulayan bir \u00e7al\u0131\u015fma bi\u00e7imine \u00e7ok iyi uyuyor. Deste\u011fe ne zaman ihtiya\u00e7 duyaca\u011f\u0131n\u0131za kendiniz karar verirsiniz. Ve ne zaman ihtiyac\u0131n\u0131z olmad\u0131\u011f\u0131na da siz karar verirsiniz.<\/p>\n<h3>Kendi bilgisayar\u0131n\u0131zda yerel yapay zeka: dogma yerine ba\u015flang\u0131\u00e7<\/h3>\n<p>Yerel yapay zeka ile \u00e7al\u0131\u015fmaya ba\u015flamak b\u00fcy\u00fck bir proje olmak zorunda de\u011fildir. Merakl\u0131ysan\u0131z, y\u00f6netilebilir miktarda \u00e7abayla ilk deneyiminizi kazanabilirsiniz. \u00d6zellikle Mac'te bu art\u0131k \u015fa\u015f\u0131rt\u0131c\u0131 derecede kolay. Ayr\u0131 bir makalede, nas\u0131l <a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/08\/local-ki-on-the-mac-like-this-1tp12ollama-ile-bir-dil-modeli-olusturmak-icin\/\"><strong>Mac \u00fczerinde yerel olarak Ollama installieren<\/strong><\/a> ve kullan\u0131labilir - teknik ayr\u0131nt\u0131lara derinlemesine girmeden.<\/p>\n<p>Benim i\u00e7in \u00f6nemli olan, bunun her \u015feyi hemen de\u011fi\u015ftirmeye y\u00f6nelik bir \u00e7a\u011fr\u0131 olmamas\u0131d\u0131r. Bu, bir \u015feyleri ba\u011f\u0131ms\u0131z olarak denemeye bir davettir. Zorunluluk olmadan. Abonelik olmadan. Beklenti bask\u0131s\u0131 olmadan. Bunun kendi i\u015flerine uygun oldu\u011funu fark eden herkes buna ba\u011fl\u0131 kalacakt\u0131r. Etmeyenler ise en az\u0131ndan netlik kazanm\u0131\u015f olacakt\u0131r.<\/p>\n<h3>Daha derine inmek istiyorsan\u0131z: donan\u0131m\u0131 bilin\u00e7li olarak se\u00e7in<\/h3>\n<p>Baz\u0131lar\u0131 i\u00e7in yolculuk devam ediyor. D\u00fczenli olarak yerel modellerle \u00e7al\u0131\u015fan, daha b\u00fcy\u00fck ba\u011flamlar\u0131 i\u015fleyen veya sadece teknik olarak neyin m\u00fcmk\u00fcn oldu\u011funu anlamak isteyen herkes eninde sonunda donan\u0131m sorununa gelecektir. Ayn\u0131 \u015fey burada da ge\u00e7erlidir: her \u015feyi bir kerede yapmay\u0131n, k\u00f6r\u00fc k\u00f6r\u00fcne yutturmacay\u0131 takip etmeyin.<\/p>\n<p>Makalemde <a href=\"https:\/\/www.markus-schall.de\/tr\/2025\/11\/ki-studio-2025-mac-studiodan-rtx-3090a-hangi-donanim-gercekten-buna-deger\/\"><strong>\u201eAI Studio 2025 - hangi donan\u0131m ger\u00e7ekten de\u011ferli\u201c<\/strong><\/a> Tam olarak bunu kategorize ettim: Mac Studio'dan \u00f6zel GPU'ya kadar neyin mant\u0131kl\u0131, neyin abart\u0131l\u0131 ve kimin i\u00e7in hangi yakla\u015f\u0131m\u0131n de\u011ferli oldu\u011fu. Bir sat\u0131n alma \u00f6nerisi olarak de\u011fil, bir rehber olarak.<\/p>\n<p>Sonu\u00e7ta, yaz\u0131l\u0131mda oldu\u011fu gibi donan\u0131m i\u00e7in de ayn\u0131 ilke ge\u00e7erlidir: daha fazla performans net bir hedefin yerini tutmaz. Bir sistemi ne i\u00e7in kulland\u0131\u011f\u0131n\u0131z\u0131 bilirseniz, daha iyi kararlar verirsiniz - ve sonu\u00e7ta zamandan, paradan ve sinirlerden tasarruf edersiniz.<\/p>\n<p>Yerel yapay zeka bir inan\u00e7 de\u011fildir. \u00c7al\u0131\u015fmay\u0131 s\u00fcrekli g\u00fcr\u00fclt\u00fcden ve d\u0131\u015f mant\u0131ktan ay\u0131rman\u0131n bir yoludur. Baz\u0131lar\u0131 i\u00e7in bu belirleyici bir avantajd\u0131r. Di\u011ferleri i\u00e7in de\u011fil. Her ikisi de iyidir. \u00d6nemli olan, kendinizi s\u00fcr\u00fcklenmeye b\u0131rakmak yerine bilin\u00e7li bir karar vermektir.<\/p>\n<h2>Bir\u00e7ok yapay zeka arac\u0131 kimler i\u00e7in yararl\u0131 olabilir?<\/h2>\n<p>T\u00fcm bunlarla birlikte, \u00f6nemli olan bir \u015fey var: bu \u00e7e\u015fitlili\u011fe kar\u015f\u0131 bir savunma de\u011fil. Bir\u00e7ok yapay zeka arac\u0131yla \u00e7al\u0131\u015fan herkese y\u00f6nelik bir ele\u015ftiri de de\u011fildir. Tam tersine. Geni\u015f bir ara\u00e7 setinin yaln\u0131zca yararl\u0131 de\u011fil, ayn\u0131 zamanda gerekli oldu\u011fu \u00e7al\u0131\u015fma bi\u00e7imleri ve meslekler vard\u0131r.<\/p>\n<p>Y\u00fcksek h\u0131zda g\u00f6rsel-i\u015fitsel i\u00e7erik geli\u015ftiren, programlayan, \u00fcreten veya ajans yap\u0131lar\u0131nda \u00e7al\u0131\u015fan herkes, yazan, tasarlayan veya stratejik d\u00fc\u015f\u00fcnen birinden farkl\u0131 gereksinimlere sahiptir. Bu t\u00fcr ba\u011flamlarda, \u00f6zel yapay zeka ara\u00e7lar\u0131 ger\u00e7ek \u00fcretkenlik kazan\u0131mlar\u0131 sa\u011flayabilir. \u0130\u015fte bu noktada a\u015final\u0131k i\u015fe yarar. Karma\u015f\u0131kl\u0131\u011f\u0131n i\u015fe yarad\u0131\u011f\u0131 yer buras\u0131d\u0131r.<\/p>\n<p>Merak da bir hata de\u011fildir. Bir \u015feyleri denemek bunun bir par\u00e7as\u0131d\u0131r - \u00f6zellikle de teknolojilerin bu kadar h\u0131zl\u0131 geli\u015fti\u011fi bir a\u015famada. Yeni sistemleri test etmekten ho\u015flan\u0131yorsan\u0131z, otomatik olarak y\u00fczeysel olmazs\u0131n\u0131z. Belirleyici olan tek fakt\u00f6r bunu neden yapt\u0131\u011f\u0131n\u0131zd\u0131r.<\/p>\n<p>\u00c7e\u015fitlilik kendi i\u00e7inde bir ama\u00e7 haline geldi\u011finde sorunlu hale gelir. Ara\u00e7lar\u0131 ger\u00e7ekten kullanmadan toplad\u0131\u011f\u0131n\u0131zda. \u00c7al\u0131\u015fma y\u00f6ntemlerini kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in ger\u00e7ekten \u00e7al\u0131\u015fmaktan daha fazla zaman harcad\u0131\u011f\u0131n\u0131zda. Ya da nesnel olarak uzun s\u00fcredir iyi bir konumda olman\u0131za ra\u011fmen s\u00fcrekli geride kald\u0131\u011f\u0131n\u0131z\u0131 hissetti\u011finizde.<\/p>\n<p>Bu y\u00fczden mesele do\u011fru ya da yanl\u0131\u015f de\u011fil, uygunluktur. D\u00fcr\u00fcst bir soru sormakla ilgilidir: Bu bana \u015fu anda yard\u0131mc\u0131 oluyor mu? Teoride de\u011fil. Bir noktada de\u011fil. Ama \u015fimdi, g\u00fcnl\u00fck hayat\u0131mda.<\/p>\n<p>Bu soruyu ciddiye alanlar genellikle \u015fa\u015f\u0131rt\u0131c\u0131 derecede net kararlar verirler.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4405 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt.jpg\" alt=\"Gerekirse bir\u00e7ok yapay zeka arac\u0131 kullan\u0131n\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/KI-ohne-Hype-Toolvielfalt-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Daha az ara\u00e7, daha fazla huzur ve sessizlik - ve hala a\u00e7\u0131k kalmaya devam edin<\/h2>\n<p>Sonu\u00e7ta, her \u015fey basit bir d\u00fc\u015f\u00fcnceye dayan\u0131yor: a\u00e7\u0131kl\u0131k ve k\u0131s\u0131tlama birbirini d\u0131\u015flamaz. Her trendi takip etmeden merakl\u0131 kalabilirsiniz. Yeni ara\u00e7lar\u0131 hemen benimsemeden ciddiye alabilirsiniz. Ve bilin\u00e7li olarak bir \u015feyi kullanmamaya karar verebilirsiniz - kendinizi hakl\u0131 \u00e7\u0131karmak zorunda kalmadan.<\/p>\n<p>Yapay zeka kal\u0131c\u0131 olacak. Daha iyi, daha yayg\u0131n ve daha belirgin hale gelecektir. \u0130\u015fte tam da bu nedenle kendi tutumunuzu erkenden geli\u015ftirmeye de\u011fer. Savunmak i\u00e7in de\u011fil, netlik i\u00e7in. Nas\u0131l \u00e7al\u0131\u015ft\u0131klar\u0131n\u0131 bilenler yeni ara\u00e7lar\u0131 daha kolay kategorize edebileceklerdir. Oda\u011f\u0131n\u0131z\u0131 bilirseniz, onu bu kadar \u00e7abuk kaybetmezsiniz.<\/p>\n<p>Belki de her zaman yeni ara\u00e7lara ihtiyac\u0131m\u0131z yoktur. Belki de var olanlar\u0131 daha iyi anlamak yeterlidir. Onlar\u0131 daha derinlemesine kullanmak. Onlar\u0131 daha sakin kullanmak. \u0130yi i\u015f nadiren maksimum ekipman\u0131n sonucudur. D\u00fc\u015f\u00fcnce, deneyim ve ara\u00e7lar\u0131n anlaml\u0131 bir \u015fekilde etkile\u015fime girmesiyle ortaya \u00e7\u0131kar.<\/p>\n<p>A\u00e7\u0131k kal\u0131n - evet, ama bata\u011fa saplan\u0131n - hay\u0131r.<\/p>\n<p>Ve belki de ger\u00e7ek ilerleme tam olarak budur: her \u015feyi yapamamak, ama ger\u00e7ekten neye ihtiyac\u0131n\u0131z oldu\u011funu bilmek.<\/p>\n<h3>Kat\u0131lmak i\u00e7in davetiye: Yapay zekay\u0131 g\u00fcnl\u00fck hayatta nas\u0131l kullan\u0131yorsunuz?<\/h3>\n<p>Yapay zeka herkes taraf\u0131ndan farkl\u0131 \u015fekillerde kullan\u0131l\u0131yor ve konuyu bu kadar heyecan verici k\u0131lan da tam olarak bu. Baz\u0131 insanlar birka\u00e7 tan\u0131d\u0131k ara\u00e7la \u00e7al\u0131\u015f\u0131rken, di\u011ferleri kas\u0131tl\u0131 olarak bir\u00e7ok \u00f6zel yapay zeka arac\u0131 kullan\u0131r. \u00c7al\u0131\u015fma \u015feklinize, mesle\u011finize ve ki\u015fisel oda\u011f\u0131n\u0131za ba\u011fl\u0131 olarak her ikisi de faydal\u0131 olabilir. Be\u011fendiyseniz, payla\u015fmaktan \u00e7ekinmeyin <a href=\"https:\/\/www.markus-schall.de\/tr\/2026\/01\/yutturmaca-olmadan-yapay-zeka-neden-daha-az-ki-araci-genellikle-daha-iyi-is-anlamina-gelir\/#respond\"><strong>Yorumlar<\/strong><\/a>, Yapay zekay\u0131 nas\u0131l kulland\u0131\u011f\u0131n\u0131z: Bir\u00e7ok ara\u00e7 m\u0131 kullan\u0131yorsunuz yoksa sadece birka\u00e7\u0131n\u0131 m\u0131? Sizin i\u00e7in ne i\u015fe yarad\u0131 - ve ne yaramad\u0131? Farkl\u0131 bak\u0131\u015f a\u00e7\u0131lar\u0131n\u0131 payla\u015fmak genellikle herhangi bir ara\u00e7 \u00f6nerisinden daha fazla yard\u0131mc\u0131 olur.<\/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-966 { --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-966 { --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-966\" 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=\"dieter hallervorden &#8211; mehr als didi: portr\u00e4t eines unbequemen freigeists\" data-id=\"4347\"  data-category=\"gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"erfahrungen meinungsfreiheit 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\/01\/dieter-hallervorden-more-than-didi-rahatsiz-bi%cc%87r-oezguer-ruhun-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Dieter Hallervorden - Didi'den Daha Fazlas\u0131: Rahats\u0131z Bir \u00d6zg\u00fcr Ruhun Portresi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Dieter Hallervorden ve Berlin&#039;deki W\u00fchlm\u00e4use\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Hallvervorden-Wuehlmaeuse.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Hallvervorden-Wuehlmaeuse.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Hallvervorden-Wuehlmaeuse-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Hallvervorden-Wuehlmaeuse-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Hallvervorden-Wuehlmaeuse-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\/dieter-hallervorden-more-than-didi-rahatsiz-bi%cc%87r-oezguer-ruhun-portresi%cc%87\/\" rel=\"bookmark\">Dieter Hallervorden - Didi'den Daha Fazlas\u0131: Rahats\u0131z Bir \u00d6zg\u00fcr Ruhun Portresi<\/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=\"spieltheorie erkl\u00e4rt 25 jahre geopolitik: wie europa seine strategische rolle verlor\" data-id=\"3850\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle deutschland energiepolitik eu-gesetze europa geopolitik krisen 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\/oyun-teori%cc%87si%cc%87-25-yillik-jeopoli%cc%87ti%cc%87gi%cc%87-acikliyor-avrupa-strateji%cc%87k-roluenue-nasil-kaybetti%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Oyun teorisi jeopoliti\u011fin 25 y\u0131l\u0131n\u0131 a\u00e7\u0131kl\u0131yor: Avrupa stratejik rol\u00fcn\u00fc nas\u0131l kaybetti?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"765\" class=\"attachment-full size-full\" alt=\"Oyun teorisi jeopoliti\u011fin 25 y\u0131l\u0131n\u0131 a\u00e7\u0131kl\u0131yor\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/europa-russland-spieltheorie.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/europa-russland-spieltheorie.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/europa-russland-spieltheorie-300x224.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/europa-russland-spieltheorie-768x574.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/europa-russland-spieltheorie-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\/oyun-teori%cc%87si%cc%87-25-yillik-jeopoli%cc%87ti%cc%87gi%cc%87-acikliyor-avrupa-strateji%cc%87k-roluenue-nasil-kaybetti%cc%87\/\" rel=\"bookmark\">Oyun teorisi jeopoliti\u011fin 25 y\u0131l\u0131n\u0131 a\u00e7\u0131kl\u0131yor: Avrupa stratejik rol\u00fcn\u00fc nas\u0131l kaybetti?<\/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=\"propaganda: geschichte, methoden, moderne formen und wie man sie erkennt\" data-id=\"4229\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle energiepolitik europa geopolitik krisen meinungsfreiheit pers\u00f6nlichkeitsentwicklung 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\/01\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Propaganda nedir?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-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\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" rel=\"bookmark\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\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=\"klimaschutz mit tunnelblick &#8211; elektromobilit\u00e4t, lobbyarbeit und die verdr\u00e4ngten kosten\" data-id=\"4729\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"deutschland energiepolitik erfahrungen eu-gesetze europa\">\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\/tuenel-vi%cc%87zyonu-i%cc%87le-i%cc%87kli%cc%87mi%cc%87n-korunmasi-elektromobi%cc%87li%cc%87te-lobi%cc%87ci%cc%87li%cc%87gi%cc%87-ve-gi%cc%87zli%cc%87-mali%cc%87yetler\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">T\u00fcnel vizyonuyla iklim korumas\u0131 - elektromobilite, lobicilik ve bast\u0131r\u0131lan maliyetler<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\u0130deolojisiz elektromobilite\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Elektromobilitaet-ohne-Ideologie.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Elektromobilitaet-ohne-Ideologie.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Elektromobilitaet-ohne-Ideologie-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Elektromobilitaet-ohne-Ideologie-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Elektromobilitaet-ohne-Ideologie-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\/tuenel-vi%cc%87zyonu-i%cc%87le-i%cc%87kli%cc%87mi%cc%87n-korunmasi-elektromobi%cc%87li%cc%87te-lobi%cc%87ci%cc%87li%cc%87gi%cc%87-ve-gi%cc%87zli%cc%87-mali%cc%87yetler\/\" rel=\"bookmark\">T\u00fcnel vizyonuyla iklim korumas\u0131 - elektromobilite, lobicilik ve bast\u0131r\u0131lan maliyetler<\/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>Bug\u00fcn verimli bir \u015fekilde \u00e7al\u0131\u015fmak i\u00e7in ger\u00e7ekten \u00e7ok say\u0131da yapay zeka arac\u0131na ihtiyac\u0131m yok mu?<\/strong><br \/>\nHay\u0131r. \u00dcretkenlik kullan\u0131lan ara\u00e7lar\u0131n say\u0131s\u0131ndan de\u011fil, ki\u015finin kendi i\u015findeki netli\u011finden gelir. Bir\u00e7ok insan iyi anla\u015f\u0131lm\u0131\u015f birka\u00e7 ara\u00e7la y\u0131llard\u0131r ba\u015far\u0131l\u0131 bir \u015fekilde \u00e7al\u0131\u015fmaktad\u0131r. Yapay zeka bu \u00e7al\u0131\u015fma \u015feklini destekleyebilir, ancak onun yerini almaz. Her yeni arac\u0131 entegre etmeye \u00e7al\u0131\u015f\u0131rsan\u0131z, genellikle kazand\u0131\u011f\u0131n\u0131zdan daha fazla zaman kaybedersiniz.<\/li>\n<li><strong>Her yapay zeka trendini takip etmezsem bir \u015feyler mi ka\u00e7\u0131r\u0131yorum?<\/strong><br \/>\nGenellikle \u00f6yle de\u011fildir. Trendler \u00f6ncelikle ilgi ve bask\u0131 yarat\u0131r. Ger\u00e7ek faydalar genellikle daha sonra ve genellikle yaln\u0131zca belirli kullan\u0131m durumlar\u0131nda ortaya \u00e7\u0131kar. Sakin bir \u015fekilde g\u00f6zlem yapan ve yaln\u0131zca bir ara\u00e7 ger\u00e7ekten uygun oldu\u011funda harekete ge\u00e7enler genellikle uzun vadede daha iyi kararlar al\u0131rlar.<\/li>\n<li><strong>Yapay zeka konusu bir\u00e7ok insan i\u00e7in neden bu kadar stresli?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc bu sadece teknolojiyle ilgili de\u011fil, ayn\u0131 zamanda ayak uydurmak zorunda olma hissiyle de ilgili. S\u00fcrekli yeni terimler, yeni ara\u00e7lar ve yeni vaatler endi\u015fe yarat\u0131yor. Stres yapay zekan\u0131n kendisinden de\u011fil, hemen tepki verme beklentisinden kaynaklan\u0131yor. Bu beklenti genellikle temelsizdir.<\/li>\n<li><strong>Teknoloji uzman\u0131 olmasam bile yapay zeka \u00e7al\u0131\u015fma \u015feklimi iyile\u015ftirebilir mi?<\/strong><br \/>\nEvet - e\u011fer yapay zeka d\u00fc\u015f\u00fcnmenin yerine de\u011fil de destek olarak kullan\u0131l\u0131yorsa. Yapay zeka \u00f6zellikle yap\u0131, metinler, planlama ve yans\u0131tma i\u00e7in \u00e7ok yararl\u0131 olabilir. \u00d6nemli olan onu bilin\u00e7li bir \u015fekilde kullanmak ve otomatik olarak daha iyi sonu\u00e7lar vermesini beklememektir.<\/li>\n<li><strong>\u00c7al\u0131\u015fma \u015feklinizi ara\u00e7lara uyarlamak neden sorunlu?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc ara\u00e7lar gelir ve gider, ancak iyi bir \u00e7al\u0131\u015fma y\u00f6ntemi kal\u0131r. S\u00fcrecinizi s\u00fcrekli de\u011fi\u015ftirirseniz, y\u00f6n\u00fcn\u00fcz\u00fc kaybedersiniz. \u00d6nce nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z\u0131 bilmek ve ard\u0131ndan bu s\u00fcreci destekleyen ara\u00e7lar\u0131 se\u00e7mek daha iyidir.<\/li>\n<li><strong>Genel bir bak\u0131\u015f sa\u011flamak i\u00e7in m\u00fcmk\u00fcn oldu\u011funca \u00e7ok say\u0131da yapay zeka arac\u0131n\u0131 denemek mant\u0131kl\u0131 de\u011fil mi?<\/strong><br \/>\nMerak mant\u0131kl\u0131d\u0131r, s\u00fcrekli test nadirdir. Kabaca bir genel bak\u0131\u015f genellikle yeterlidir. Derinlik deneme yan\u0131lma yoluyla de\u011fil, kullan\u0131m yoluyla elde edilir. Bir arac\u0131 g\u00fcnl\u00fck hayat\u0131n\u0131za ger\u00e7ekten entegre ederseniz, on arac\u0131 y\u00fczeysel olarak bilen birinden daha fazlas\u0131n\u0131 kazan\u0131rs\u0131n\u0131z.<\/li>\n<li><strong>Yapay zeka ba\u011flam\u0131nda odaklanma neden bu kadar \u00f6nemli bir rol oynuyor?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc yapay zeka dikkat gerektirir. Her yeni ara\u00e7 beraberinde yeni se\u00e7enekler, ayarlar ve olas\u0131l\u0131klar getirir. Net bir odaklanma olmadan, yapay zeka h\u0131zla dikkat da\u011f\u0131t\u0131c\u0131 bir unsur haline gelir. \u0130yi i\u015f, m\u00fcmk\u00fcn oldu\u011funca az s\u00fcrt\u00fcnmenin oldu\u011fu yerde yarat\u0131l\u0131r - s\u00fcrekli ge\u00e7i\u015fin oldu\u011fu yerde de\u011fil.<\/li>\n<li><strong>Yerel yapay zeka ger\u00e7ekten faydal\u0131 m\u0131 yoksa sadece bir teknoloji oyunca\u011f\u0131 m\u0131?<\/strong><br \/>\nYerel YZ, ba\u011f\u0131ms\u0131zl\u0131k, g\u00f6n\u00fcl rahatl\u0131\u011f\u0131 ve kontrol\u00fcn \u00f6nemli oldu\u011fu durumlarda faydal\u0131 olabilir. Bir zorunluluk de\u011fildir, ancak bir alternatiftir. Bulut k\u0131s\u0131tlamalar\u0131 olmadan \u00e7al\u0131\u015fmak veya verileri kas\u0131tl\u0131 olarak yerel olarak tutmak istiyorsan\u0131z, ger\u00e7ek bir katma de\u011fer sunar.<\/li>\n<li><strong>Yerel yapay zekay\u0131 kullanmak i\u00e7in teknolojiye a\u015fina olmam gerekiyor mu?<\/strong><br \/>\nHay\u0131r. Ba\u015flamak \u00e7ok kolay olabilir. Mesele her \u015feyi anlamak de\u011fil, arac\u0131 mant\u0131kl\u0131 bir \u015fekilde kullanmakt\u0131r. Yerel yapay zekan\u0131n kendi i\u015finize uygun oldu\u011funu fark ederseniz, daha sonra her zaman daha derine inebilirsiniz.<\/li>\n<li><strong>Makale neden ara\u00e7 tavsiye listelerini kas\u0131tl\u0131 olarak atl\u0131yor?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc bu t\u00fcr listeler nadiren yard\u0131mc\u0131 olur. Her ara\u00e7 yaln\u0131zca ba\u011flam i\u00e7inde yararl\u0131 olsa da, nesnellik \u00f6nerirler. Bir ki\u015fi i\u00e7in m\u00fckemmel olan bir \u015fey, bir ba\u015fkas\u0131 i\u00e7in gereksizdir. Bu nedenle makale \u00f6nerilerden ziyade tutumlara odaklanmaktad\u0131r.<\/li>\n<li><strong>Sadece birka\u00e7 araca g\u00fcvenmek riskli de\u011fil mi?<\/strong><br \/>\nHay\u0131r, bu ara\u00e7lar istikrarl\u0131 oldu\u011fu ve kendi i\u015finize uygun oldu\u011fu s\u00fcrece. Az say\u0131da tan\u0131d\u0131k ara\u00e7 karma\u015f\u0131kl\u0131\u011f\u0131 ve hata kaynaklar\u0131n\u0131 azalt\u0131r. Esneklik nicelikten de\u011fil, anlay\u0131\u015ftan gelir.<\/li>\n<li><strong>Bir\u00e7ok uzmanla\u015fm\u0131\u015f yapay zeka arac\u0131 kimler i\u00e7in hala yararl\u0131?<\/strong><br \/>\nGeli\u015ftiriciler, ajanslar, y\u00fcksek \u00e7\u0131kt\u0131ya sahip veya \u00e7ok \u00f6zel gereksinimleri olan yarat\u0131c\u0131 profesyoneller i\u00e7in. Bu, al\u0131\u015fma ve bak\u0131m i\u00e7in harcanan \u00e7aban\u0131n kar\u015f\u0131l\u0131\u011f\u0131n\u0131 ald\u0131\u011f\u0131 yerdir. Ancak bu makale, ara\u00e7 koleksiyoncular\u0131na de\u011fil, odaklanm\u0131\u015f bir \u015fekilde \u00e7al\u0131\u015fmak isteyen ki\u015filere y\u00f6neliktir.<\/li>\n<li><strong>Neden pek \u00e7ok insan bilin\u00e7li olarak aletsiz yapmakta zorlan\u0131yor?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc g\u00fcn\u00fcm\u00fczde hi\u00e7bir \u015fey yapmamak genellikle geri ad\u0131m atmak olarak alg\u0131lan\u0131yor. Oysa bilin\u00e7li se\u00e7im bir olgunluk g\u00f6stergesidir. M\u00fcmk\u00fcn olan her \u015fey mant\u0131kl\u0131 de\u011fildir - ve yeni olan her \u015fey ger\u00e7ek bir ilerleme getirmez.<\/li>\n<li><strong>Yapay zeka tembel d\u00fc\u015f\u00fcnmeyi de te\u015fvik edebilir mi?<\/strong><br \/>\nEvet, e\u011fer d\u00fc\u015f\u00fcnmeden kullan\u0131rsan\u0131z. Kendiniz kontrol etmeden veya d\u00fc\u015f\u00fcnmeden yapay zekan\u0131n cevaplar vermesine izin verirseniz, uzun vadede derinli\u011finizi kaybedersiniz. Yapay zeka en \u00e7ok d\u00fc\u015f\u00fcnmeyi destekledi\u011fi yerde de\u011ferlidir, onun yerini almaz.<\/li>\n<li><strong>Hangi yapay zeka ara\u00e7lar\u0131n\u0131n benim i\u00e7in yararl\u0131 oldu\u011funu nas\u0131l \u00f6\u011frenebilirim?<\/strong><br \/>\nKendi g\u00fcnl\u00fck ya\u015fam\u0131n\u0131zdan yola \u00e7\u0131karak. Hangi g\u00f6revler zaman\u0131n\u0131z\u0131 al\u0131yor? Nerede yap\u0131 eksikli\u011fi var? \u0130\u015f nerede tekrarlan\u0131yor? Ancak o zaman bir ara\u00e7 aramaya de\u011fer. Tam tersi de\u011fil.<\/li>\n<li><strong>Daha \u00f6nce yapay zeka ile bir \u015fey yapmam\u0131\u015f olmam sorun olur mu?<\/strong><br \/>\nHay\u0131r. Yapay zeka zorunlu bir program de\u011fildir. Bug\u00fcn ba\u015flarsan\u0131z, \u00e7ok ge\u00e7 kalm\u0131\u015f say\u0131lmazs\u0131n\u0131z. Bir\u00e7ok \u015fey hala de\u011fi\u015fim halinde. Net bir hedefle sakin bir ba\u015flang\u0131\u00e7, yeti\u015fmek i\u00e7in acele etmekten genellikle daha iyidir.<\/li>\n<li><strong>Yapay zeka ba\u011flam\u0131nda \u201e\u00f6zel bir ekosistem\u201c ne anlama geliyor?<\/strong><br \/>\n\u00d6zel bir ekosistem, birbirine uyan ara\u00e7lar, i\u00e7erik ve sistemlerden olu\u015fur: yaz\u0131l\u0131m, bilgi, s\u00fcre\u00e7ler. Yapay zeka bunun bir yap\u0131 ta\u015f\u0131d\u0131r - merkezi de\u011fil. Ama\u00e7 maksimum otomasyon de\u011fil, ba\u011f\u0131ms\u0131zl\u0131k ve tutarl\u0131l\u0131kt\u0131r.<\/li>\n<li><strong>Makalenin en \u00f6nemli mesaj\u0131 tek c\u00fcmleyle nedir?<\/strong><br \/>\nDaha fazla yapay zekaya ihtiyac\u0131n\u0131z yok - nas\u0131l \u00e7al\u0131\u015fmak istedi\u011finiz konusunda daha fazla netli\u011fe ihtiyac\u0131n\u0131z var.<\/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-967 { --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-967 { --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-967\" 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=\"propaganda: geschichte, methoden, moderne formen und wie man sie erkennt\" data-id=\"4229\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"denkmodelle energiepolitik europa geopolitik krisen meinungsfreiheit pers\u00f6nlichkeitsentwicklung 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\/01\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Propaganda nedir?\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Propaganda-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\/propaganda-tari%cc%87hi%cc%87-yoentemleri%cc%87-modern-formlar-ve-bunlarin-nasil-taninacagi\/\" rel=\"bookmark\">Propaganda: tarihi, y\u00f6ntemleri, modern bi\u00e7imleri ve bunlar\u0131n nas\u0131l tan\u0131naca\u011f\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=\"vicco von b\u00fclow alias loriot &#8211; 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=\"1024\" height=\"747\" 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: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Loriot-Titel-300x219.jpg 300w, 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\t\t\t\t\t\t<div class=\"dpt-entry has-thumbnail\" data-title=\"dieter bohlen im klartext: warum deutschland an der eigenen b\u00fcrokratie scheitert\" data-id=\"3546\"  data-category=\"allgemein b\u00fccher gesellschaft kunst &amp; kultur\" data-post_tag=\"buch deutschland erfahrungen krisen meinungsfreiheit musik\">\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\/dieter-bohlen-yalin-bi%cc%87r-di%cc%87lle-almanya-neden-kendi%cc%87-buerokrasi%cc%87si%cc%87-yuezuenden-basarisiz-oluyor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">A\u00e7\u0131k bir dille Dieter Bohlen: Almanya neden kendi b\u00fcrokrasisi y\u00fcz\u00fcnden ba\u015far\u0131s\u0131z oluyor?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1536\" height=\"1024\" class=\"attachment-full size-full\" alt=\"Dieter Bohlen, Dominik Kettner ile s\u00f6yle\u015fide\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany.jpg\" data-dpt-sizes=\"(max-width: 1536px) 100vw, 1536px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany.jpg 1536w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany-1024x683.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/bohlen-kettner-germany-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\/dieter-bohlen-yalin-bi%cc%87r-di%cc%87lle-almanya-neden-kendi%cc%87-buerokrasi%cc%87si%cc%87-yuezuenden-basarisiz-oluyor\/\" rel=\"bookmark\">A\u00e7\u0131k bir dille Dieter Bohlen: Almanya neden kendi b\u00fcrokrasisi y\u00fcz\u00fcnden ba\u015far\u0131s\u0131z oluyor?<\/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=\"apple im wandel: fr\u00fche ger\u00e4te, eigene erfahrungen und eine ausstellung im ocm\" data-id=\"5480\"  data-category=\"allgemein apple iphone &amp; ipad apple macos hardware kunst &amp; kultur stories &amp; humor\" data-post_tag=\"apple erfahrungen filemaker mac prozesse publishing\">\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\/apple-in-transition-early-devices-kendi%cc%87-deneyi%cc%87mleri%cc%87-ve-ocmde-bi%cc%87r-sergi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM'de bir sergi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Apple Macintosh Classic ve Colour Classic\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-OCM-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\/03\/apple-in-transition-early-devices-kendi%cc%87-deneyi%cc%87mleri%cc%87-ve-ocmde-bi%cc%87r-sergi%cc%87\/\" rel=\"bookmark\">Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM'de bir sergi<\/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>Bug\u00fcn yapay zeka konusuyla ilgilenen herkes neredeyse ka\u00e7\u0131n\u0131lmaz olarak garip bir duyguyla kar\u015f\u0131la\u015f\u0131yor: s\u00fcrekli huzursuzluk. Bir araca al\u0131\u015f\u0131r al\u0131\u015fmaz bir sonraki on ara\u00e7 ortaya \u00e7\u0131k\u0131yor. YouTube'da bir video di\u011ferini takip ediyor: \u201eBu yapay zeka arac\u0131 her \u015feyi de\u011fi\u015ftiriyor\u201c, \u201eBunu kesinlikle \u015fimdi kullanmal\u0131s\u0131n\u0131z\u201c, \u201eBunu ka\u00e7\u0131r\u0131rsan\u0131z geride kal\u0131rs\u0131n\u0131z\u201c. Ve ... <a title=\"Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM&#039;de bir sergi\" class=\"read-more\" href=\"https:\/\/www.markus-schall.de\/tr\/2026\/03\/apple-in-transition-early-devices-kendi%cc%87-deneyi%cc%87mleri%cc%87-ve-ocmde-bi%cc%87r-sergi%cc%87\/\" aria-label=\"Ge\u00e7i\u015f s\u00fcrecinde Apple: Erken d\u00f6nem cihazlar, ki\u015fisel deneyimler ve OCM&#039;de bir sergi hakk\u0131nda devam\u0131n\u0131 oku\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":4403,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":117,"footnotes":""},"categories":[15,147,431,4],"tags":[444,458,471,433,11,465,432,442,434],"class_list":["post-4402","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apple-macos","category-hardware","category-ki-systeme","category-tipps-anleitungen","tag-denkmodelle","tag-erfahrungen","tag-kuenstliche-intelligenz","tag-llm","tag-mac","tag-mlx","tag-ollama","tag-prozesse","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4402","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=4402"}],"version-history":[{"count":8,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4402\/revisions"}],"predecessor-version":[{"id":6011,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4402\/revisions\/6011"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/4403"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=4402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=4402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=4402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}