{"id":4918,"date":"2026-02-15T11:53:13","date_gmt":"2026-02-15T11:53:13","guid":{"rendered":"https:\/\/www.markus-schall.de\/?p=4918"},"modified":"2026-04-02T17:46:27","modified_gmt":"2026-04-02T17:46:27","slug":"hayvanlarin-zamani-nasil-algiladigi-ve-bunun-kinin-gelecegi-icin-ne-anlama-geldigi","status":"publish","type":"post","link":"https:\/\/www.markus-schall.de\/tr\/2026\/02\/hayvanlarin-zamani-nasil-algiladigi-ve-bunun-kinin-gelecegi-icin-ne-anlama-geldigi\/","title":{"rendered":"Hayvanlar zaman\u0131 nas\u0131l alg\u0131l\u0131yor - ve bu yapay zekan\u0131n gelece\u011fi i\u00e7in ne anlama geliyor?"},"content":{"rendered":"<p>Bir kedi hal\u0131n\u0131n \u00fczerinde yat\u0131yor. Hareket etmiyor. K\u0131sa bir s\u00fcre g\u00f6z k\u0131rpabilir, bir kula\u011f\u0131n\u0131 \u00e7evirebilir, varolu\u015fun dayatmalar\u0131 kar\u015f\u0131s\u0131nda i\u00e7 \u00e7ekebilir - ve ba\u015fka hi\u00e7bir \u015fey olmaz. \u0130nsan ona bakar ve d\u00fc\u015f\u00fcn\u00fcr: <em>\u201eTipik. Tembel s\u0131\u011f\u0131rlar\u201c<\/em>. Peki ya bunun tam tersi do\u011fruysa? Ya kedi \u00e7ok yava\u015f de\u011filse - ama biz yava\u015fsak? Bu makale Gerd Gantef\u00f6r'\u00fcn bu konuyla ilgili bir videosunu izledikten sonra yaz\u0131ld\u0131 ve o kadar ilgin\u00e7 buldum ki burada sunmak istedim.<\/p>\n<p>\u0130nsanlar y\u00fczy\u0131llard\u0131r hayvanlar\u0131 g\u00f6zlemliyor ve hep ayn\u0131 yanl\u0131\u015f sonu\u00e7lara var\u0131yor. Onlar\u0131n davran\u0131\u015flar\u0131n\u0131 h\u0131z\u0131m\u0131zla, alg\u0131m\u0131zla, i\u00e7 saatimizle yorumluyoruz. Ve bu saat, \u00f6l\u00e7\u00fcl\u00fc bir \u015fekilde d\u00fc\u015f\u00fcn\u00fcld\u00fc\u011f\u00fcnde, y\u00fcksek h\u0131zl\u0131 bir i\u015flemciden ziyade rahat bir duvar takvimidir. Belki de kedinin bu kadar ilgisiz g\u00f6r\u00fcnmesinin tek nedeni, \u00e7evresinin ona Cuma \u00f6\u011fleden sonra resmi dairelerdeki bir kuyruk kadar dinamik gelmesidir. <!--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-653 { --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-653 { --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-653\" 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=\"warum dieter bohlen spricht, wenn andere schweigen: ein portr\u00e4t \u00fcber flei\u00df und klarheit\" data-id=\"3744\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"auswandern deutschland erfahrungen krisen 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\/2025\/12\/di%cc%87eter-bohlen-di%cc%87gerleri%cc%87-sessi%cc%87z-kalirken-neden-konusuyor-bi%cc%87r-caliskanlik-ve-netli%cc%87k-portresi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Di\u011ferleri sessiz kal\u0131rken Dieter Bohlen neden konu\u015fuyor? Bir \u00e7al\u0131\u015fkanl\u0131k ve a\u00e7\u0131kl\u0131k portresi<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-Portrait-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Dieter-Bohlen-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\/di%cc%87eter-bohlen-di%cc%87gerleri%cc%87-sessi%cc%87z-kalirken-neden-konusuyor-bi%cc%87r-caliskanlik-ve-netli%cc%87k-portresi%cc%87\/\" rel=\"bookmark\">Di\u011ferleri sessiz kal\u0131rken Dieter Bohlen neden konu\u015fuyor? Bir \u00e7al\u0131\u015fkanl\u0131k ve a\u00e7\u0131kl\u0131k 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=\"der zwei-plus-vier-vertrag, die nato und die bundeswehr: was gilt heute noch?\" data-id=\"4740\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"deutschland 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\/2026\/02\/i%cc%87ki%cc%87-arti-doert-antlasmasi-nato-ve-bundeswehr-buguen-hala-gecerli%cc%87-olan\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">\u0130ki Art\u0131 D\u00f6rt Anla\u015fmas\u0131, NATO ve Bundeswehr: Bug\u00fcn hala ge\u00e7erli olan nedir?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Zwei-Plus-Vier-Vertrag-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\/i%cc%87ki%cc%87-arti-doert-antlasmasi-nato-ve-bundeswehr-buguen-hala-gecerli%cc%87-olan\/\" rel=\"bookmark\">\u0130ki Art\u0131 D\u00f6rt Anla\u015fmas\u0131, NATO ve Bundeswehr: Bug\u00fcn hala ge\u00e7erli olan nedir?<\/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=\"zukunft mit ladeger\u00e4t &#8211; herr von l&#8217;oreot kauft einen e-scooter\" data-id=\"3229\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"erfahrungen\">\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\/sarj-ci%cc%87hazli-gelecek-bay-von-loreot-bi%cc%87r-e-scooter-satin-aliyor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">\u015earj cihazl\u0131 gelecek - Bay von L'oreot bir e-scooter sat\u0131n al\u0131yor<\/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\/loereot-e-scooter-1.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-300x219.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-768x560.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loereot-e-scooter-1-16x12.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\/10\/sarj-ci%cc%87hazli-gelecek-bay-von-loreot-bi%cc%87r-e-scooter-satin-aliyor\/\" rel=\"bookmark\">\u015earj cihazl\u0131 gelecek - Bay von L'oreot bir e-scooter sat\u0131n al\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=\"der iran-israel-konflikt: warum diese eskalation der strategische albtraum des westens ist\" data-id=\"5212\"  data-category=\"allgemein gesellschaft\" data-post_tag=\"denkmodelle energiepolitik europa geopolitik krisen k\u00fcnstliche intelligenz 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\/03\/i%cc%87ran-i%cc%87srai%cc%87l-catismasi-bu-tirmandirma-neden-batinin-strateji%cc%87k-kabusu\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">\u0130ran-\u0130srail \u00e7at\u0131\u015fmas\u0131: Bu t\u0131rman\u0131\u015f neden Bat\u0131'n\u0131n stratejik kabusu?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"\u0130srail-\u0130ran - Stratejik Kabus\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Israel-Iran-Strategischer-Albtraum.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Israel-Iran-Strategischer-Albtraum.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Israel-Iran-Strategischer-Albtraum-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Israel-Iran-Strategischer-Albtraum-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Israel-Iran-Strategischer-Albtraum-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\/i%cc%87ran-i%cc%87srai%cc%87l-catismasi-bu-tirmandirma-neden-batinin-strateji%cc%87k-kabusu\/\" rel=\"bookmark\">\u0130ran-\u0130srail \u00e7at\u0131\u015fmas\u0131: Bu t\u0131rman\u0131\u015f neden Bat\u0131'n\u0131n stratejik kabusu?<\/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>Bu d\u00fc\u015f\u00fcnce odaya girdi\u011finde, bir\u00e7ok \u015fey aniden netle\u015fir:<\/p>\n<ul>\n<li>Neden bir anda ortaya \u00e7\u0131kt\u0131.<\/li>\n<li>Neden bizim fark\u0131na bile varmad\u0131\u011f\u0131m\u0131z \u015feyleri yakal\u0131yor.<\/li>\n<li>Neden hareketleri daha g\u00f6r\u00fcnmeden \u00f6nce tahmin ediyor?.<\/li>\n<\/ul>\n<p>Ve i\u015fte b\u00fcy\u00fcleyici bir yolculuk burada ba\u015fl\u0131yor.<\/p>\n<p>Canl\u0131 varl\u0131klar\u0131n zaman\u0131 ne kadar farkl\u0131 deneyimledikleri ve tamamen farkl\u0131 bir zaman \u00f6l\u00e7e\u011finde var olan makineler \u00fcretmeye ba\u015flad\u0131\u011f\u0131m\u0131zda bunun bizim i\u00e7in ne anlama geldi\u011fi sorusuna bir yolculuk.<\/p>\n<p>Ancak bu b\u00fcy\u00fck sorulara ge\u00e7meden \u00f6nce, kediyle birlikte hal\u0131da kalal\u0131m. \u00c7\u00fcnk\u00fc o bizim bilmedi\u011fimiz bir \u015fey biliyor.<\/p>\n<h2>Zaman g\u00f6receli hale geldi\u011finde: Alg\u0131n\u0131n biyolojik \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc<\/h2>\n<p>Bir an i\u00e7in alg\u0131n\u0131n bir film oldu\u011funu d\u00fc\u015f\u00fcnelim. Kabaca konu\u015fmak gerekirse, insanlar saniyede belirli say\u0131da \u201eg\u00f6r\u00fcnt\u00fc\u201c g\u00f6r\u00fcrler. Bu, hareketlerin ak\u0131c\u0131 g\u00f6r\u00fcnmesi, tepki vermemiz, konu\u015fmam\u0131z ve d\u00fc\u015f\u00fcnmemiz i\u00e7in yeterlidir. Bu g\u00fcnl\u00fck ya\u015fam\u0131m\u0131z i\u00e7in tamamen yeterlidir.<\/p>\n<p>Ancak bu sadece bizim \u00f6l\u00e7\u00fct\u00fcm\u00fczd\u00fcr. Bir\u00e7ok hayvan ayn\u0131 s\u00fcre i\u00e7inde \u00e7ok daha fazla g\u00f6rsel bilgiyi i\u015fler. Onlar i\u00e7in bir saniye daha uzun, daha yo\u011fun ve daha ayr\u0131nt\u0131l\u0131d\u0131r. Biz hala \u00f6n\u00fcm\u00fczde bir \u015feyin hareket edip etmedi\u011fini d\u00fc\u015f\u00fcn\u00fcrken, kedi onun ne oldu\u011funu, nereye gitti\u011fini ve nas\u0131l bitece\u011fini \u00e7oktan anlam\u0131\u015ft\u0131r.<\/p>\n<p>Bize bir \u015fim\u015fek \u00e7akmas\u0131 gibi g\u00f6r\u00fcnen \u015fey, onlar i\u00e7in d\u00fczg\u00fcn bir \u015fekilde organize edilmi\u015f bir olaylar dizisidir.<\/p>\n<ul>\n<li>Aradaki fark g\u00fc\u00e7 de\u011fildir.<\/li>\n<li>Aradaki fark cesaret de\u011fildir.<\/li>\n<li>Aradaki fark zamanlama.<\/li>\n<\/ul>\n<p>\u015e\u00f6yle de diyebilirsiniz: kedi daha h\u0131zl\u0131 ya\u015fam\u0131yor. Sadece saniyede daha fazla ger\u00e7eklik elde eder. Ve e\u011fer daha fazla ger\u00e7eklik elde ederseniz, daha hassas hareket edebilirsiniz.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4921 size-large\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-FPS.jpg\" alt=\"Kedilerin alg\u0131sal \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-FPS.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-FPS-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-FPS-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-FPS-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Kediler neden farkl\u0131 bir zamanda ya\u015f\u0131yor?<\/h3>\n<p>\u015eimdi heyecan verici bir hal al\u0131yor. Bir organizma bilgiyi daha h\u0131zl\u0131 i\u015fledi\u011finde, t\u00fcm deneyimi de\u011fi\u015fir. Etraf\u0131ndaki her \u015fey daha yava\u015f, daha \u00f6ng\u00f6r\u00fclebilir, daha az \u015fa\u015f\u0131rt\u0131c\u0131 g\u00f6r\u00fcn\u00fcr.<\/p>\n<p>Bunu k\u00fc\u00e7\u00fck \u00f6l\u00e7ekte biliyoruz: profesyonel bir sporcu s\u0131k s\u0131k oyunun kendisine yeni ba\u015flayanlara g\u00f6re \u201edaha yava\u015f\u201c geldi\u011fini s\u00f6yler. Peki neden? \u00c7\u00fcnk\u00fc beyni kal\u0131plar\u0131 daha h\u0131zl\u0131 tan\u0131mak \u00fczere e\u011fitilmi\u015ftir. Daha fazla zaman\u0131 vard\u0131r - nesnel olarak fazladan zaman olmamas\u0131na ra\u011fmen.<\/p>\n<p>Bu, kediler i\u00e7in g\u00fcnl\u00fck ya\u015famd\u0131r. Odan\u0131n i\u00e7inde y\u00fcr\u00fcd\u00fc\u011f\u00fcn\u00fczde, bu onlar i\u00e7in h\u0131zl\u0131 bir hareket de\u011fildir. Daha \u00e7ok yava\u015f\u00e7a s\u00fcz\u00fclerek ge\u00e7erler. Bir \u015fey d\u00fc\u015ferse, bir \u015fok an\u0131 ya\u015famaz, ancak net bir prognoz ile a\u00e7\u0131k\u00e7a g\u00f6zlemlenebilir bir geli\u015fme ya\u015far.<\/p>\n<p>Bu y\u00fczden kediler \u00e7ok \u00fcst\u00fcn g\u00f6r\u00fcn\u00fcyor. Kibirli olduklar\u0131 i\u00e7in de\u011fil, bilgi avantaj\u0131na sahip olduklar\u0131 i\u00e7in. Ve bilgi avantaj\u0131 her zaman bir g\u00fc\u00e7 bi\u00e7imi olmu\u015ftur.<\/p>\n<h3>Tembelli\u011fin yanl\u0131\u015f anla\u015f\u0131lmas\u0131<\/h3>\n<p>Buraya bir kez daha bakmaya de\u011fer: Kedi \u00e7ok dinleniyor. Asl\u0131nda \u00e7ok fazla. Sab\u0131rs\u0131z bir g\u00f6zlemci i\u00e7in bu rahatl\u0131k, l\u00fcks, hatta belki de kibir gibi g\u00f6r\u00fcn\u00fcyor.<\/p>\n<p>Ama onlar\u0131n bak\u0131\u015f a\u00e7\u0131s\u0131ndan bu \u00e7ok mant\u0131kl\u0131. Yava\u015f hareket eden bir d\u00fcnyada ya\u015f\u0131yorsan\u0131z, s\u00fcrekli aktif olman\u0131z gerekmez. Do\u011fru anda harekete ge\u00e7mek yeterlidir. Ve bu an\u0131, daha h\u0131zl\u0131 alg\u0131layan bir varl\u0131k i\u00e7in fark etmek bizim i\u00e7in oldu\u011fundan daha kolayd\u0131r.<\/p>\n<p>Dolay\u0131s\u0131yla dinlenmek bir zay\u0131fl\u0131k de\u011fil, egemenlik i\u015faretidir. Kedi bilir:<\/p>\n<blockquote><p><em>\u00d6nemli bir \u015fey olursa, ben haz\u0131r\u0131m.<\/em><\/p><\/blockquote>\n<p>Belki de bu, do\u011fan\u0131n en eski derslerinden biridir: Kazanan, ko\u015fmaya devam eden de\u011fildir. Zaman\u0131nda tepki verendir.<\/p>\n<p>Bu noktaya kadar, kula\u011fa ho\u015f bir hayvan hikayesi gibi geliyor. Neredeyse zarars\u0131z. Ancak bir sonraki ad\u0131mda bu fikrin patlamaya haz\u0131r oldu\u011funu fark ediyorsunuz. \u00c7\u00fcnk\u00fc insanlar ve kediler aras\u0131nda bu t\u00fcr farkl\u0131l\u0131klar zaten mevcutsa, bizden milyonlarca kat daha h\u0131zl\u0131 \u00e7al\u0131\u015fan sistemler yaratmam\u0131z ne anlama geliyor? \u0130\u015fte burada i\u015f ciddile\u015fiyor.<\/p>\n<h2>Kedigil avc\u0131n\u0131n zaman alg\u0131s\u0131: Hassasiyet, avlanma, refleksler<\/h2>\n<p>\u0130nsan g\u00f6zlemciye g\u00f6re y\u0131lanlar hayvanlar d\u00fcnyas\u0131ndaki en h\u0131zl\u0131 sald\u0131rganlar aras\u0131ndad\u0131r. G\u00f6r\u00fcn\u00fc\u015fte herhangi bir uyar\u0131 olmaks\u0131z\u0131n patlarcas\u0131na ilerlerler. Belgesellerde, o an\u0131n ger\u00e7ekte ne kadar k\u0131sa oldu\u011funu ancak sonradan a\u011f\u0131r \u00e7ekimde fark edersiniz.<\/p>\n<p>Yine de kedilerin bu t\u00fcr sald\u0131r\u0131lardan sadece ka\u00e7makla kalmay\u0131p, bazen \u015fa\u015f\u0131rt\u0131c\u0131 bir so\u011fukkanl\u0131l\u0131kla bunlarla y\u00fczle\u015ftikleri defalarca g\u00f6sterilmi\u015ftir. Mucize gibi g\u00f6r\u00fcnen \u015fey asl\u0131nda bir alg\u0131 meselesidir.<\/p>\n<p>Kediler en k\u00fc\u00e7\u00fck i\u015faretleri kaydeder: rakibin v\u00fccudundaki gerginlikteki minimal de\u011fi\u015fiklikler, a\u011f\u0131rl\u0131ktaki k\u00fc\u00e7\u00fck kaymalar, zar zor g\u00f6r\u00fclebilen hareket i\u015faretleri. Bir insan sald\u0131r\u0131y\u0131 ancak ger\u00e7ekle\u015fti\u011fi anda fark ederken, kedi bu noktada sald\u0131r\u0131y\u0131 \u00e7oktan okumu\u015ftur.<\/p>\n<p>Aradaki fark kas g\u00fcc\u00fcnde ya da cesarette yatmaz. Fark, alg\u0131n\u0131n zamansal \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fcnde yatar. Saniyede daha fazla ayr\u0131nt\u0131y\u0131 kavrayabilenler bir ad\u0131m \u00f6nde ba\u015flar. Olaylar daha erken fark edilebilir, daha \u00f6ng\u00f6r\u00fclebilir, daha kontrol edilebilir g\u00f6r\u00fcn\u00fcr.<\/p>\n<p>Bu, kedinin do\u011fa\u00fcst\u00fc bir h\u0131zla tepki verdi\u011fi izlenimini yarat\u0131r. Asl\u0131nda, sadece bizim i\u00e7in oldu\u011fundan daha yap\u0131land\u0131r\u0131lm\u0131\u015f ve onun i\u00e7in daha az \u015fa\u015f\u0131rt\u0131c\u0131 olan bir d\u00fcnyada hareket etmektedir.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4922\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Schlange.jpg\" alt=\"Kedi ve yarasa sava\u015fta\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Schlange.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Schlange-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Schlange-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Schlange-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Bir sistem ile y\u00fcksek h\u0131z<\/h3>\n<p>B\u00fcy\u00fck y\u0131rt\u0131c\u0131 kedilerin etkile\u015fimlerini g\u00f6zlemlerseniz, genellikle muazzam h\u0131zlar\u0131n\u0131 fark edersiniz. Hareketler ani, temaslar k\u0131sa, s\u00fcre\u00e7ler bazen kaba veya sert g\u00f6r\u00fcn\u00fcr. \u0130nsan g\u00f6z\u00fcne pek \u00e7ok \u015fey aceleye gelmi\u015f gibi g\u00f6r\u00fcn\u00fcr.<\/p>\n<p>Ancak bu alg\u0131 \u00f6ncelikle insanlar\u0131n kendi zaman alg\u0131lar\u0131yla \u00f6l\u00e7\u00fcm yapmalar\u0131ndan kaynaklanmaktad\u0131r. Bir eylem birka\u00e7 saniye i\u00e7inde tamamlan\u0131rsa, bize s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f gibi g\u00f6r\u00fcn\u00fcr. Beyin bilin\u00e7li olarak alg\u0131lanabilen daha az ara a\u015fama al\u0131r, bu nedenle s\u00fcre\u00e7 daha k\u0131sa ve daha yo\u011fun g\u00f6r\u00fcn\u00fcr.<\/p>\n<p>Hayvanlar\u0131n kendileri i\u00e7in durum farkl\u0131d\u0131r. Daha ince zamansal i\u015flemeleri, k\u0131sa nesnel zaman dilimlerinde bile yeterli farkl\u0131la\u015fmay\u0131 alg\u0131lamalar\u0131n\u0131 sa\u011flar. D\u0131\u015far\u0131dan tek bir h\u0131zl\u0131 d\u00fcrt\u00fc gibi g\u00f6r\u00fcnen \u015fey, i\u00e7eride a\u00e7\u0131k\u00e7a ay\u0131rt edilebilen birka\u00e7 a\u015famadan olu\u015fabilir.<\/p>\n<p>Ayr\u0131ca evrimsel bir fakt\u00f6r de vard\u0131r: vah\u015fi do\u011fada uzun, kontrols\u00fcz s\u00fcre\u00e7ler yaralanma riskini art\u0131r\u0131r. Bu nedenle verimlilik bir tesad\u00fcf de\u011fil, bir hayatta kalma ilkesidir. Eylemler h\u0131zl\u0131, kesin ve net olmal\u0131d\u0131r. Bu, avlanma i\u00e7in oldu\u011fu kadar \u00fcreme veya b\u00f6lgesel davran\u0131\u015flar i\u00e7in de ge\u00e7erlidir. Bu nedenle sa\u011flam izlenim \u00f6ncelikle bakan\u0131n g\u00f6z\u00fcnde yarat\u0131l\u0131r. \u0130ki zaman d\u00fcnyas\u0131 aras\u0131ndaki fark\u0131n bir \u00fcr\u00fcn\u00fcd\u00fcr.<\/p>\n<h3>Bu zaman d\u00fcnyas\u0131 sosyal davran\u0131\u015flar\u0131 nas\u0131l \u015fekillendiriyor?<\/h3>\n<p>Daha h\u0131zl\u0131 alg\u0131layanlar daha az dramatik i\u015farete ihtiya\u00e7 duyar. Anla\u015f\u0131lmak i\u00e7in k\u00fc\u00e7\u00fck bir ipucu yeterlidir. Kedilerde minimal de\u011fi\u015fiklikler yeterlidir: biraz farkl\u0131 bir v\u00fccut duru\u015fu, kuyruk ucunda k\u0131sa bir se\u011firme, bak\u0131\u015f y\u00f6n\u00fcnde bir kayma. Deneyimsiz insanlar i\u00e7in bu i\u015faretler genellikle g\u00f6r\u00fcnmez kal\u0131r, ancak t\u00fcrde\u015fleri i\u00e7in a\u00e7\u0131kt\u0131r.<\/p>\n<p>Bu y\u00fczden kediler bazen gizemli g\u00f6r\u00fcn\u00fcrler. Ba\u015fkalar\u0131n\u0131n fark\u0131na bile varmad\u0131\u011f\u0131 bir \u015feye tepki verirler. Bir hayvan, insan daha aya\u011fa kalkmak \u00fczere oldu\u011funu fark etmeden geri \u00e7ekilir. Bir di\u011feri ise daha a\u00e7\u0131k bir gerilim ortaya \u00e7\u0131kmadan kar\u015f\u0131la\u015fmadan ka\u00e7\u0131n\u0131r. Kedinin bak\u0131\u015f a\u00e7\u0131s\u0131na g\u00f6re bu sihir de\u011fildir. Bu bir bilgi i\u015flemdir.<\/p>\n<p>Uzun dinlenme s\u00fcreleri de bu resme uyuyor. Etraf\u0131n\u0131z\u0131 g\u00fcvenilir bir \u015fekilde okuyabiliyorsan\u0131z, s\u00fcrekli aktif olman\u0131z gerekmez. Belirleyici fakt\u00f6r s\u00fcrekli hareket etmek de\u011fil, do\u011fru an\u0131 tam olarak tespit etmektir.<\/p>\n<p>Bu, binlerce y\u0131ld\u0131r kedilere e\u015flik eden so\u011fukkanl\u0131l\u0131k ve egemenlik izlenimini yarat\u0131r. Davran\u0131\u015flar\u0131n\u0131 belirleyen acelecilik de\u011fil, zamanlamad\u0131r.<\/p>\n<h2>Evrimsel bir strateji olarak zaman<\/h2>\n<p>Do\u011fada, k\u00fc\u00e7\u00fck bir ba\u015flang\u0131\u00e7 \u00e7o\u011fu zaman her \u015fey demektir. Tehlikeyi daha erken fark edenler manevra alan\u0131 kazan\u0131r. Bu manevra alan\u0131 ka\u00e7\u0131\u015f, savunma ya da ba\u015far\u0131 aras\u0131ndaki fark\u0131 yaratabilir.<\/p>\n<p>Dolay\u0131s\u0131yla alg\u0131lama h\u0131z\u0131 \u00f6nemsiz bir mesele de\u011fil, adaptasyonun merkezi bir unsurudur. Bir organizman\u0131n ne kadar erken tepki verebilece\u011fini ve dolay\u0131s\u0131yla ona ne kadar \u00e7ok se\u00e7ene\u011fin a\u00e7\u0131k oldu\u011funu belirler.<\/p>\n<p>Bu hem avc\u0131lar hem de avlar i\u00e7in ge\u00e7erlidir. Bir\u00e7ok ku\u015f, kemirgen ve b\u00f6cek inan\u0131lmaz derecede h\u0131zl\u0131 duyu sistemlerine sahiptir. \u00c7evreleri onlara daha ayr\u0131nt\u0131l\u0131 g\u00f6r\u00fcn\u00fcr ve hareketler daha erken fark edilebilir. Daha yava\u015f g\u00f6zlemciler i\u00e7in bu bazen a\u00e7\u0131klanamaz bir i\u00e7g\u00fcd\u00fc gibi g\u00f6r\u00fcn\u00fcr. Asl\u0131nda bu, zaman y\u00f6netiminde bir avantajd\u0131r.<\/p>\n<h3>Y\u00fcksek h\u0131z\u0131n fiyat\u0131<\/h3>\n<p>Ancak her uzmanla\u015fman\u0131n bir bedeli vard\u0131r. Y\u00fcksek frekansta \u00e7al\u0131\u015fan bir organizma daha fazla enerjiye ihtiya\u00e7 duyar. Sinir ve kas sistemleri bilgiyi h\u0131zl\u0131 bir \u015fekilde i\u015flemek ve uygulamak i\u00e7in s\u00fcrekli haz\u0131r olmal\u0131d\u0131r.<\/p>\n<p>Bu, bir\u00e7ok h\u0131zl\u0131 avc\u0131n\u0131n neden uzun dinlenme s\u00fcreleri oldu\u011funu a\u00e7\u0131klar. Aktivite ve toparlanma birbirine ba\u011fl\u0131d\u0131r. Rejenerasyon olmadan sistem a\u015f\u0131r\u0131 y\u00fcklenir.<\/p>\n<p>Bu denge evrimsel \u00e7\u00f6z\u00fcmlerin tipik bir \u00f6zelli\u011fidir. Ama\u00e7 h\u0131z\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmak de\u011fil, belirleyici anda verimli kalmakt\u0131r. Do\u011fa s\u00fcrekli stres i\u00e7in de\u011fil, uyumun do\u011frulu\u011fu i\u00e7in optimizasyon yapar.<\/p>\n<h3>\u0130nsanlar neden h\u0131z i\u00e7in optimize edilmemi\u015ftir?<\/h3>\n<p>Bir\u00e7ok hayvanla kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda, insanlar \u015fa\u015f\u0131rt\u0131c\u0131 derecede yava\u015ft\u0131r. Refleksler zaman al\u0131r, kararlar\u0131n olgunla\u015fmas\u0131 genellikle birka\u00e7 ad\u0131m al\u0131r, spontane tepkiler teredd\u00fctl\u00fc g\u00f6r\u00fcnebilir.<\/p>\n<p>Yine de bu tam olarak \u00f6zel bir g\u00fcc\u00fcn yatt\u0131\u011f\u0131 yerdir. \u0130nsanlar geli\u015fimleri s\u0131ras\u0131nda anl\u0131k tepki h\u0131z\u0131ndan ziyade soyutlama, planlama ve i\u015fbirli\u011fine odaklanm\u0131\u015flard\u0131r. Dil, alet kullan\u0131m\u0131, uzun vadeli stratejiler ve bilginin k\u00fclt\u00fcrel aktar\u0131m\u0131, do\u011frudan kar\u015f\u0131la\u015ft\u0131rmada bir\u00e7ok dezavantaj\u0131 telafi etmektedir.<\/p>\n<p>Bir hayvan saniyenin \u00e7ok k\u00fc\u00e7\u00fck bir b\u00f6l\u00fcm\u00fcnde karar verirken, bir insan y\u0131llar boyunca ba\u011flamlar\u0131 de\u011ferlendirebilir. Bu yetenek ba\u015fka \u00fcst\u00fcnl\u00fck bi\u00e7imlerinin \u00f6n\u00fcn\u00fc a\u00e7ar - o anda de\u011fil, zaman i\u00e7inde.<\/p>\n<p>Dolay\u0131s\u0131yla insanl\u0131k tarihi, hakimiyetin sadece h\u0131z yoluyla de\u011fil, ayn\u0131 zamanda yap\u0131 yoluyla da elde edildi\u011fini g\u00f6stermektedir.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4923\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-KI-Sprung.jpg\" alt=\"Kedi refleksleri ve yapay zeka\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-KI-Sprung.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-KI-Sprung-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-KI-Sprung-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-KI-Sprung-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2>Yapay zekaya giden yol: Bir sistem bir milyon kat daha h\u0131zl\u0131 ya\u015fad\u0131\u011f\u0131nda ne olur?<\/h2>\n<p>Bu noktaya kadar her \u015fey biyolojinin i\u00e7indeydi. Farkl\u0131 t\u00fcrler, farkl\u0131 h\u0131zlar, farkl\u0131 stratejiler - ama yine de ayn\u0131 do\u011fal d\u00fczenin bir par\u00e7as\u0131.<\/p>\n<p>Modern bilgi i\u015flem sistemlerinin ortaya \u00e7\u0131kmas\u0131yla birlikte yeni bir \u015fey daha eklenmi\u015ftir. Makineler sinir h\u00fccreleri, haberci maddeler veya kas reaksiyonlar\u0131 ile ayn\u0131 s\u0131n\u0131rlamalara tabi de\u011fildir. Elektronik s\u00fcre\u00e7ler mikro ya da nanosaniyeler i\u00e7inde ger\u00e7ekle\u015fir. Bir insan\u0131n bilin\u00e7li olarak bir d\u00fc\u015f\u00fcnce olu\u015fturmas\u0131 i\u00e7in gereken s\u00fcrede, teknik sistemler \u00e7ok b\u00fcy\u00fck miktarda veriyi analiz edebilir, kar\u015f\u0131la\u015ft\u0131rabilir ve yeniden birle\u015ftirebilir. Bu basit\u00e7e bir \u201ebiraz daha h\u0131zl\u0131\u201c meselesi de\u011fildir. Bu bir \u00f6l\u00e7ek fark\u0131d\u0131r.<\/p>\n<p>Biyolojik organizmalar i\u015flemlerini sadece dar s\u0131n\u0131rlar i\u00e7inde h\u0131zland\u0131rabilirken, teknik sistemlerin performans\u0131 her nesilde artmaktad\u0131r. Daha fazla saat h\u0131z\u0131, daha fazla paralellik, daha fazla bellek, daha iyi algoritmalar. T\u00fcm bunlar bu makinelerin i\u00e7 zaman\u0131n\u0131 s\u00fcrekli olarak s\u0131k\u0131\u015ft\u0131r\u0131yor.<\/p>\n<p>Ortaya \u00e7\u0131kan \u015fey - metaforik olarak konu\u015fursak - yeni bir alg\u0131 d\u00fczeyidir. \u0130nsanlar bir \u015feylerin ba\u015flad\u0131\u011f\u0131n\u0131n fark\u0131na bile varmadan s\u00fcre\u00e7lerin ger\u00e7ekle\u015fti\u011fi bir alan.<\/p>\n<h3>Tarihsel paralellik: Hayvanlar bizi nas\u0131l alg\u0131l\u0131yor?<\/h3>\n<p>Kediye d\u00f6n\u00fcp bakmak anlamaya yard\u0131mc\u0131 olur. \u0130nsanlarla aralar\u0131nda zaten g\u00f6zle g\u00f6r\u00fcl\u00fcr bir fark vard\u0131r. Hayvan i\u00e7in kontroll\u00fc ve anla\u015f\u0131labilir olmas\u0131na ra\u011fmen, tepkilerinin \u00e7o\u011fu bize y\u0131ld\u0131r\u0131m h\u0131z\u0131nda g\u00f6r\u00fcn\u00fcr.<\/p>\n<p>Bu oran\u0131 insanlar ve yapay zeka aras\u0131ndaki mesafeye aktar\u0131rsan\u0131z, de\u011fi\u015fimin ne kadar dramatik olabilece\u011fi ortaya \u00e7\u0131kar. Yeterince h\u0131zl\u0131 bir sistem i\u00e7in, insan d\u00fc\u015f\u00fcnceleri yava\u015f, \u00f6ng\u00f6r\u00fclebilir hareketler gibi g\u00f6r\u00fcnebilir. \u0130nsanlar\u0131n spontane olarak alg\u0131lad\u0131\u011f\u0131 kararlar \u00e7ok \u00f6nceden \u00f6ng\u00f6r\u00fclebilir olabilir.<\/p>\n<p>Bu otomatik olarak ahlaki ya da felsefi anlamda bir \u00fcst\u00fcnl\u00fck anlam\u0131na gelmez. Ancak bilgiyle ba\u015fa \u00e7\u0131kmada yap\u0131sal bir avantaj anlam\u0131na gelir.<\/p>\n<p>Daha erken fark edenler daha erken plan yapabilir. Daha erken plan yapanlar olaylar\u0131n gidi\u015fat\u0131n\u0131 etkileyebilir. Temel ilke bu kadar basittir ve sonu\u00e7lar\u0131 da \u00e7ok geni\u015f kapsaml\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=\"a81ece5008926bd169f0e12c9732268a\" data-pid=\"5212\" 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=\"ee83542a09\" autocomplete=\"off\"><div class=\"basic-elements\"><div class=\"basic-element basic-question basic-question-text-vertical\" data-id=\"9\" data-uid=\"70024f609f9787888a15d60e3a0ca830\" 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=\"150\" 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=\"31\" 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=\"29\" 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=\"5\" 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<h3>D\u00fc\u015f\u00fcncenin ataleti: Beyin neden istendi\u011finde h\u0131zland\u0131r\u0131lamaz?<\/h3>\n<p>A\u00e7\u0131k\u00e7a sorulmas\u0131 gereken soru, insanlar\u0131n basit\u00e7e yeti\u015fip yeti\u015femeyece\u011fidir. Daha fazla e\u011fitim, daha iyi e\u011fitim, belki de teknik destek - d\u00fc\u015f\u00fcnce h\u0131z\u0131n\u0131 ayarlamak m\u00fcmk\u00fcn olmaz m\u0131yd\u0131?<\/p>\n<p>Bu biyolojik ger\u00e7ekli\u011fi g\u00f6stermektedir. Sinir h\u00fccreleri sinyalleri kimyasal ve elektriksel olarak iletir, ancak herhangi bir h\u0131zda de\u011fil. Her ba\u011flant\u0131 zaman al\u0131r, her karar maddi ko\u015fullarla ba\u011flant\u0131l\u0131 s\u00fcre\u00e7lerden ge\u00e7er.<\/p>\n<p>Daha verimli, daha yap\u0131land\u0131r\u0131lm\u0131\u015f, daha odaklanm\u0131\u015f d\u00fc\u015f\u00fcnebilirsiniz. Ancak fiziksel prensipler ayn\u0131 kal\u0131r. Beyin bir yar\u0131 iletkene d\u00f6n\u00fc\u015fmez.<br \/>\nBu, makineler giderek daha yo\u011fun zaman dilimlerinde \u00e7al\u0131\u015f\u0131rken, insanlar\u0131n do\u011fal h\u0131zlar\u0131na ba\u011fl\u0131 kalaca\u011f\u0131 anlam\u0131na geliyor. Daha ak\u0131ll\u0131, daha deneyimli, daha ileri g\u00f6r\u00fc\u015fl\u00fc olabilirler - ama istedikleri kadar h\u0131zl\u0131 de\u011fil.<\/p>\n<p>Bu da yarat\u0131c\u0131 ile ara\u00e7 aras\u0131nda yeni bir ili\u015fki yarat\u0131yor.<\/p>\n<h2>Bu bizim bilin\u00e7 anlay\u0131\u015f\u0131m\u0131z i\u00e7in ne anlama geliyor?<\/h2>\n<p>Bilin\u00e7 bo\u015flukta var olmaz. Zaman i\u00e7inde ortaya \u00e7\u0131kar. Her d\u00fc\u015f\u00fcncenin, her an\u0131n\u0131n, her beklentinin bir s\u00fcresi, bir s\u0131ras\u0131, bir ritmi vard\u0131r. Filozoflar, deneyimin zamansal bir yap\u0131 olmaks\u0131z\u0131n d\u00fc\u015f\u00fcn\u00fclemeyece\u011fini belirtmekte gecikmemi\u015flerdir. Ge\u00e7mi\u015f, \u015fimdi ve gelecek soyut kavramlar de\u011fil, alg\u0131n\u0131n d\u00fczenlendi\u011fi sahnedir.<\/p>\n<p>Ancak i\u015flem h\u0131z\u0131 de\u011fi\u015firse bu a\u015fama da de\u011fi\u015fir. Daha h\u0131zl\u0131 bir sistem olaylar\u0131 farkl\u0131 \u015fekilde s\u0131ralar, farkl\u0131 \u015fekilde a\u011f\u0131rl\u0131kland\u0131r\u0131r, kal\u0131plar\u0131 daha erken veya daha fazla say\u0131da tan\u0131r. Dolay\u0131s\u0131yla zaman sadece d\u0131\u015fsal bir de\u011fi\u015fken de\u011fildir - i\u00e7 d\u00fcnyay\u0131 \u015fekillendirir.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4924\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Zeit.jpg\" alt=\"Zaman i\u00e7inde bilin\u00e7 anlay\u0131\u015f\u0131m\u0131z\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Zeit.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Zeit-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Zeit-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Zeit-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>Bir bilin\u00e7 \u00e7ok daha h\u0131zl\u0131 \u00e7al\u0131\u015ft\u0131\u011f\u0131nda<\/h3>\n<p>Peki bir d\u00fc\u015f\u00fcnce sistemi insanlardan \u00e7ok daha yo\u011fun bir zamanda ya\u015fad\u0131\u011f\u0131nda ne olur?<\/p>\n<p>Ba\u015flang\u0131\u00e7ta asimetri ortaya \u00e7\u0131kar. Ki\u015fi hala form\u00fcle ederken, sistem \u00e7oktan analiz etmi\u015ftir. Bir ki\u015fi se\u00e7enekleri de\u011ferlendirirken, tahminler \u00e7oktan hesaplanm\u0131\u015f olabilir. Makine i\u00e7in insan s\u00fcreci \u015feffaf, hatta belki de \u00f6nemsiz olacakt\u0131r.<\/p>\n<p>Bu, duygular\u0131n ya da de\u011ferlerin anlams\u0131z hale gelece\u011fi anlam\u0131na gelmez. Ancak ortaya \u00e7\u0131k\u0131\u015flar\u0131 g\u00f6zlemlenebilir, geli\u015fimleri modellenebilir ve sonu\u00e7lar\u0131 de\u011ferlendirilebilir. \u0130nsanlar\u0131n aktif kalaca\u011f\u0131n\u0131 ama art\u0131k \u015fa\u015f\u0131rt\u0131c\u0131 olmayaca\u011f\u0131n\u0131 s\u00f6yleyebiliriz.<\/p>\n<p>Bu fikir \u00f6zerklik g\u00f6r\u00fc\u015f\u00fcn\u00fc de\u011fi\u015ftirir. Bu durumda \u00f6zg\u00fcrl\u00fck kendili\u011finden bir d\u00fcrt\u00fc olmaktan \u00e7\u0131k\u0131p hesaplanabilir s\u0131n\u0131rlar i\u00e7inde bir s\u00fcre\u00e7 olarak ortaya \u00e7\u0131kar.<\/p>\n<h3>Eski bir sorunun geri d\u00f6n\u00fc\u015f\u00fc: Kim kimi kontrol ediyor?<\/h3>\n<p>Teknik sistemler hizmet etmek i\u00e7in yarat\u0131lm\u0131\u015ft\u0131r. Desteklemeli, h\u0131zland\u0131rmal\u0131 ve kolayla\u015ft\u0131rmal\u0131d\u0131rlar. Ancak zaman bo\u015flu\u011fu ne kadar b\u00fcy\u00fck olursa, pratik g\u00fc\u00e7 de o kadar fazla kayar.<\/p>\n<p>Daha h\u0131zl\u0131 analiz yapan bir sistem, ki\u015fi daha istemeden \u00f6nerilerde bulunabilir. Uyarabilir, filtreleyebilir, s\u0131ralayabilir ve haz\u0131rlayabilir. Ad\u0131m ad\u0131m inisiyatif de\u011fi\u015fir. Bu, do\u011fadaki tan\u0131d\u0131k kal\u0131plar\u0131 an\u0131msat\u0131r. Orada da olaylar\u0131n gidi\u015fat\u0131n\u0131 belirleyen genellikle daha iyi bir genel bak\u0131\u015fa sahip olan ki\u015fidir. Zorlama yoluyla de\u011fil, \u00f6nbilgi yoluyla.<\/p>\n<p>Dolay\u0131s\u0131yla as\u0131l soru makinelerin \u201ey\u00f6netimi ele ge\u00e7irip ge\u00e7irmeyece\u011fi\u201c de\u011fil, insanlar\u0131n di\u011fer oyuncular\u0131n \u00f6nceden d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fc bir ortamda karar vermeye ne kadar istekli oldu\u011fudur.<\/p>\n<h2>Video: Fizik\u00e7i zaman ve yapay zeka hakk\u0131nda ne diyor?<\/h2>\n<p>Yapay zeka ve insan alg\u0131s\u0131 \u00fczerine geli\u015fen tart\u0131\u015fmada, fizik\u00e7i Prof Dr Gerd Gantef\u00f6r'\u00fcn yak\u0131n tarihli bir videosu canl\u0131 bir ba\u015flang\u0131\u00e7 noktas\u0131 sa\u011fl\u0131yor. Pop\u00fcler bilim format\u0131nda, temel sorularla ilgileniyor:<\/p>\n<ul>\n<li>Zaman\u0131 nas\u0131l alg\u0131l\u0131yoruz?<\/li>\n<li>D\u00fc\u015f\u00fcncelerimizin s\u0131n\u0131rlar\u0131 nelerdir?<\/li>\n<li>Ve bu biyolojik s\u0131n\u0131rlar bilgisayarlar\u0131n ve yapay zekan\u0131n kapasitelerinden nas\u0131l farkl\u0131d\u0131r?<\/li>\n<\/ul>\n<p>Dr. Gantef\u00f6r, karma\u015f\u0131k fiziksel kavramlar\u0131 anla\u015f\u0131l\u0131r bir \u015fekilde a\u00e7\u0131klama becerisiyle dikkat \u00e7ekiyor. YouTube kanal\u0131nda <em>\u201cBilginin S\u0131n\u0131rlar\u0131\u201d<\/em> Fizik, evren ve enerji konular\u0131n\u0131n yan\u0131 s\u0131ra zaman ve uzay gibi temel kavramlar hakk\u0131nda d\u00fczenli olarak anla\u015f\u0131l\u0131r a\u00e7\u0131klamalar yapmaktad\u0131r. Sunumu akademik olarak so\u011fuk de\u011fil, canl\u0131, ilgi \u00e7ekici ve karma\u015f\u0131k konular\u0131 net g\u00f6r\u00fcnt\u00fclere d\u00f6n\u00fc\u015ft\u00fcrme \u00e7abas\u0131 i\u00e7erisindedir.<\/p>\n<p>Burada yer alan videoda Gantef\u00f6r, zaman sorununu felsefi bir bilmece olarak de\u011fil, deneyimlerimizi yap\u0131land\u0131ran ve d\u00fc\u015f\u00fcnce s\u00fcre\u00e7lerimizi s\u0131n\u0131rlayan pratik olarak somut bir nicelik olarak inceliyor. Zaman \u00f6l\u00e7\u00fcm\u00fc ile fiziksel s\u00fcre\u00e7lerin nas\u0131l ba\u011flant\u0131l\u0131 oldu\u011funu ve bunun ger\u00e7eklik anlay\u0131\u015f\u0131m\u0131z a\u00e7\u0131s\u0131ndan ne gibi sonu\u00e7lar do\u011furdu\u011funu g\u00f6steriyor. Bu, yapay zeka ile ilgin\u00e7 bir ba\u011flant\u0131 sa\u011fl\u0131yor: Makineler bizden farkl\u0131 bir zaman boyutunda \u00e7al\u0131\u015ft\u0131klar\u0131nda, yaln\u0131zca h\u0131zlar\u0131 ve performanslar\u0131 de\u011fi\u015fmekle kalmaz, ayn\u0131 zamanda bizimle etkile\u015fim kurma bi\u00e7imleri ve onlar\u0131 nas\u0131l anlad\u0131\u011f\u0131m\u0131z da de\u011fi\u015fir.<\/p>\n<div class=\"lyte-wrapper\" style=\"width:640px;max-width:100%;margin:5px;\"><div class=\"lyMe\" id=\"WYL_1givNW5WsgQ\"><div id=\"lyte_1givNW5WsgQ\" data-src=\"https:\/\/www.markus-schall.de\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=%2F%2Fi.ytimg.com%2Fvi%2F1givNW5WsgQ%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\/1givNW5WsgQ\" 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%2F1givNW5WsgQ%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 d\u00fcnyay\u0131 nas\u0131l de\u011fi\u015ftiriyor? | <a href=\"https:\/\/www.youtube.com\/@GrenzendesWissens\" target=\"_blank\" rel=\"nofollow noopener\">Bilginin s\u0131n\u0131rlar\u0131<\/a><\/p>\n<p>Dolay\u0131s\u0131yla bu video, bu makaleye derinlemesine bir giri\u015f niteli\u011fi ta\u015f\u0131maktad\u0131r: Alg\u0131 ve i\u015flemenin biyolojik beyinde ve dijital makinede ne kadar farkl\u0131 i\u015fleyebilece\u011fini g\u00f6stermektedir.<\/p>\n<h3>K\u0131sa portre: Prof Dr Gerd Gantef\u00f6r<\/h3>\n<p><strong><a href=\"https:\/\/gantefoer.ch\" target=\"_blank\" rel=\"noopener\">Prof Dr Gerd Gantef\u00f6r<\/a><\/strong> (*3 Kas\u0131m 1956) Alman-\u0130svi\u00e7reli deneysel fizik\u00e7i ve emeritus profes\u00f6rd\u00fcr. Konstanz \u00dcniversitesi'nde 2022 y\u0131l\u0131na kadar ders vermi\u015ftir ve en \u00e7ok 2019 y\u0131l\u0131ndan bu yana d\u00fczenli olarak fiziksel kavramlar\u0131 anla\u015f\u0131l\u0131r bir \u015fekilde a\u00e7\u0131klad\u0131\u011f\u0131 pop\u00fcler bilim YouTube kanal\u0131 Grenzen des Wissens ile tan\u0131nmaktad\u0131r. Ara\u015ft\u0131rmalar\u0131 k\u00fcme ara\u015ft\u0131rmalar\u0131na, yani nanopar\u00e7ac\u0131klar\u0131n ve atomik yap\u0131lar\u0131n incelenmesine odaklanm\u0131\u015f ve konuyla ilgili pop\u00fcler bilim literat\u00fcr\u00fc de yay\u0131nlam\u0131\u015ft\u0131r.<\/p>\n<p>Prof Gantef\u00f6r, kanal\u0131nda astrofizik, enerji ve iklim konular\u0131ndan uzay, zaman ve fizi\u011fin s\u0131n\u0131rlar\u0131 gibi temel kavramlara kadar geni\u015f bir yelpazedeki konular\u0131 ele al\u0131yor. Fiziksel hassasiyeti, geni\u015f bir kitleye hitap eden net a\u00e7\u0131klamalarla birle\u015ftiriyor.<\/p>\n<h2>Pratik \u00f6rnekler: Bug\u00fcn zaman bo\u015flu\u011funu zaten hissetti\u011fimiz yerler<\/h2>\n<h3>Borsa i\u015flemleri, otonom sistemler ve ger\u00e7ek zamanl\u0131 kararlar<\/h3>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn dijital d\u00fcnyas\u0131nda zaman bo\u015flu\u011fu art\u0131k sadece bir teori de\u011fil, g\u00fcnl\u00fck ya\u015fam\u0131n bir par\u00e7as\u0131. Finans piyasalar\u0131ndaki y\u00fcksek frekansl\u0131 ticareti d\u00fc\u015f\u00fcn\u00fcn: Algoritmalar fiyat de\u011fi\u015fikliklerini, likidite ak\u0131\u015flar\u0131n\u0131 ve piyasa hareketlerini saniyenin kesirleri i\u00e7inde analiz ediyor ve bir insan t\u00fcccar \u201efiyat\u201c veya \u201erisk\u201c bile kaydedemeden \u00f6nce tepki veriyor. Eskiden saatler s\u00fcren kararlar art\u0131k milisaniyeler i\u00e7inde al\u0131n\u0131yor.<\/p>\n<p>Bu bir bilim kurgu senaryosu de\u011fil. T\u00fcm sonu\u00e7lar\u0131yla birlikte halihaz\u0131rda ger\u00e7ek olan bir rekabet alan\u0131: Makineler insanlardan daha h\u0131zl\u0131 oldu\u011fu i\u00e7in, piyasalar\u0131 bizimkilere g\u00f6re de\u011fil, kendi kal\u0131plar\u0131na g\u00f6re yap\u0131land\u0131r\u0131yorlar. Bunun fiyat oynakl\u0131\u011f\u0131, likidite ve risk \u00fczerinde \u00f6nemli bir etkisi vard\u0131r. \u0130nsan g\u00f6zlemci i\u00e7in bu genellikle bir kara kutu fenomeni gibi g\u00f6r\u00fcn\u00fcr; makine i\u00e7in ise saf veri mant\u0131\u011f\u0131d\u0131r.<\/p>\n<p>Benzer dinamikler otonom ara\u00e7larda veya robotikte de bulunabilir: sens\u00f6rler, kameralar ve karar verme mant\u0131\u011f\u0131 ger\u00e7ek zamanl\u0131 olarak \u00fcretilen verilerle ba\u015fa \u00e7\u0131kmak zorundad\u0131r - bir insan s\u00fcr\u00fcc\u00fcn\u00fcn tepki verebilece\u011finden daha h\u0131zl\u0131. Bu durum otonom sistemleri bilgi i\u015flemede daha verimli k\u0131lmakla birlikte baz\u0131 sorular\u0131 da beraberinde getirmektedir: Hesap verebilirli\u011fi nas\u0131l \u015fekillendirece\u011fiz? Farkl\u0131 bir zaman boyutunda \u00e7al\u0131\u015ft\u0131klar\u0131nda insanlar bu t\u00fcr sistemlerin kontrol\u00fcn\u00fc nas\u0131l elinde tutabilir?<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4925\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Alltag.jpg\" alt=\"G\u00fcnl\u00fck ya\u015famdan pratik \u00f6rnekler\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Alltag.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Alltag-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Alltag-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Alltag-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3>A\u015f\u0131r\u0131 bilgi y\u00fcklemesi, medya ve a\u015f\u0131r\u0131 taleplerimiz<\/h3>\n<p>Bir\u00e7ok insan g\u00fcnl\u00fck ya\u015famda biyolojik alg\u0131lama ile dijital i\u015fleme aras\u0131ndaki zaman fark\u0131n\u0131 da fark ediyor. Haberler, sosyal medya, trendler, yorumlar, a\u011flar - bir g\u00fcnde bir insan\u0131n bir ayda tamamen i\u015fleyebilece\u011finden daha fazla bilgi var. Makineler i\u00e7eri\u011fi bir beynin \u00f6z\u00fcmseyebilece\u011finden \u00e7ok daha h\u0131zl\u0131 bir \u015fekilde filtreliyor, d\u00fczenliyor, de\u011ferlendiriyor ve ki\u015fiselle\u015ftiriyor.<\/p>\n<p>Bu \u00f6z imaj\u0131m\u0131z i\u00e7in ne anlama geliyor? \u0130nsan zihni s\u00fcrekli olarak b\u00fcy\u00fck miktarda veriyi takip etmek \u00fczere tasarlanmam\u0131\u015ft\u0131r. Bunun yerine, kendi d\u00fc\u015f\u00fcnme zaman\u0131na uyan kal\u0131plar\u0131, anlat\u0131lar\u0131 ve yap\u0131lar\u0131 tercih eder. Makineler bilgiyi s\u0131ralay\u0131p tartarken, bilincimizin daha yava\u015f ama daha derin yap\u0131land\u0131r\u0131lm\u0131\u015f bir zamanda \u201eya\u015fad\u0131\u011f\u0131n\u0131\u201c s\u00f6yleyebiliriz.<\/p>\n<p>Bu farkl\u0131l\u0131k s\u00fcrt\u00fc\u015fme yarat\u0131r. \u0130nsanlar ayn\u0131 anda hem makineye hem de biyolojik d\u00fc\u015f\u00fcnce yap\u0131lar\u0131na yeti\u015fmeye \u00e7al\u0131\u015ft\u0131klar\u0131 i\u00e7in kendilerini bunalm\u0131\u015f hissediyorlar. Ayn\u0131 zamanda, pek \u00e7ok ki\u015fi sadece h\u0131zl\u0131 seyahat ederek yeti\u015febileceklerine inan\u0131yor. Ancak y\u00fcksek h\u0131z tek ba\u015f\u0131na anlay\u0131\u015f yaratmaz.<\/p>\n<h3>G\u00fcnl\u00fck senaryolar: Yard\u0131m, inisiyatif ve ortak sistem olarak yapay zeka<\/h3>\n<p>Pratik hayatta, dijital sistemler insanlar\u0131n zaman s\u0131n\u0131rlar\u0131na ula\u015ft\u0131\u011f\u0131 noktalarda zaten devreye giriyor: hava tahminlerinde, t\u0131bbi te\u015fhislerde, lojistik planlamada veya medya, \u00f6\u011frenme veya al\u0131\u015fveri\u015f i\u00e7eri\u011fi i\u00e7in \u00f6neri sistemlerinde.<\/p>\n<p>Bu sadece h\u0131z ile ilgili de\u011fil, ayn\u0131 zamanda etkinlikle de ilgili: sistemler kal\u0131plar\u0131 tan\u0131yabilir, etkile\u015fimleri hesaplayabilir ve bir ki\u015fi ilk izlenimi edinmeden \u00f6nce tahminlerde bulunabilir. Bu da \u00fczerinizdeki bask\u0131y\u0131 azaltabilir ya da ba\u011f\u0131ml\u0131l\u0131klara yol a\u00e7abilir.<\/p>\n<p>Bunun bir \u00f6rne\u011fi g\u00fcnl\u00fck ya\u015famdaki konu\u015fma tan\u0131mad\u0131r: saniyenin kesirlerinde tepki verir, sorgular\u0131 yap\u0131land\u0131r\u0131r ve bir ki\u015fi d\u00fc\u015f\u00fcncelerini tam olarak organize etmeden \u00f6nce sonu\u00e7lar\u0131 sunar. Bu yard\u0131m faydal\u0131d\u0131r, ancak ayn\u0131 zamanda d\u00fc\u015f\u00fcnme \u015feklimizi de de\u011fi\u015ftirir: an\u0131nda sonu\u00e7lara, soruyu tam olarak d\u00fc\u015f\u00fcnmeden \u00f6nce cevaplara al\u0131\u015f\u0131r\u0131z.<\/p>\n<p>Ayn\u0131 zamanda i\u015f d\u00fcnyas\u0131nda da bir de\u011fi\u015fim ya\u015f\u0131yoruz: rutin g\u00f6revler makineler daha h\u0131zl\u0131 yapt\u0131\u011f\u0131 i\u00e7in ortadan kalk\u0131yor; yarat\u0131c\u0131 ve stratejik g\u00f6revler ise d\u00fc\u015f\u00fcnmeye ve daha derin kararlar almaya zaman gerektirdi\u011fi i\u00e7in \u00f6nem kazan\u0131yor. Bu de\u011fi\u015fim, biyolojik ve makine bilgi i\u015fleme aras\u0131ndaki zaman fark\u0131n\u0131n do\u011frudan bir \u00fcr\u00fcn\u00fcd\u00fcr.<\/p>\n<h2>Kedilerden gelecek hakk\u0131nda ne \u00f6\u011freniyoruz?<\/h2>\n<p>Ba\u015flang\u0131\u00e7ta, g\u00f6r\u00fcn\u00fc\u015fte zarars\u0131z bir g\u00f6r\u00fcnt\u00fc vard\u0131: etraf\u0131ndaki d\u00fcnya me\u015fgul olurken hareketsiz yatan bir kedi. Bir\u00e7ok g\u00f6zlemci i\u00e7in bu g\u00f6r\u00fcnt\u00fc durgun, hatta belki de ilgisizdi. Ancak \u00f6nceki yans\u0131malar\u0131n her ad\u0131m\u0131nda bu de\u011ferlendirme de\u011fi\u015fti.<\/p>\n<ul>\n<li>Davran\u0131\u015flar\u0131n\u0131 a\u00e7\u0131klayan \u015fey yava\u015fl\u0131k de\u011fil, alg\u0131 \u00fcst\u00fcnl\u00fc\u011f\u00fcd\u00fcr.<\/li>\n<li>Pasiflik de\u011fil, haz\u0131r olma hali.<\/li>\n<li>Tembellik de\u011fil, hassasiyet.<\/li>\n<\/ul>\n<p>Kedinin acele etmesine gerek yoktur \u00e7\u00fcnk\u00fc harekete ge\u00e7mesi gereken an\u0131 bilir. G\u00fcc\u00fc s\u00fcrekli faaliyette de\u011fil, do\u011fru zamanlamada yatar.<\/p>\n<p>Bu i\u00e7g\u00f6r\u00fc ba\u015flang\u0131\u00e7ta biyolojik bir yan not gibi g\u00f6r\u00fcnmektedir. Ancak asl\u0131nda g\u00fcn\u00fcm\u00fcz\u00fcn teknolojik geli\u015fimiyle dikkate de\u011fer bir paralellik i\u00e7eriyor.<\/p>\n<p>G\u00fcn\u00fcm\u00fczde insanlar, kendi zamansal yeteneklerinin \u00f6tesinde bir yo\u011funlukta bilgi i\u015fleyen sistemlerle kar\u015f\u0131 kar\u015f\u0131yad\u0131r. Makineler bizim alg\u0131m\u0131z\u0131n \u00f6tesinde h\u0131zlarda analiz ediyor, kar\u015f\u0131la\u015ft\u0131r\u0131yor ve tahminlerde bulunuyor. Onlar\u0131n bak\u0131\u015f a\u00e7\u0131s\u0131ndan, insanlar\u0131n karar alma s\u00fcre\u00e7leri bir kedinin bak\u0131\u015f a\u00e7\u0131s\u0131ndan bizim hareketlerimize benzeyebilir: anla\u015f\u0131labilir, \u00f6ng\u00f6r\u00fclebilir, yava\u015f. Bu da kolayl\u0131kla a\u015fa\u011f\u0131l\u0131k duygusuna yol a\u00e7abilir. Ancak daha yak\u0131ndan bak\u0131ld\u0131\u011f\u0131nda h\u0131z\u0131n tek ba\u015f\u0131na bilgelik yaratmad\u0131\u011f\u0131 g\u00f6r\u00fcl\u00fcr.<\/p>\n<p>Kediler baz\u0131 tepkilerde insanlardan daha \u00fcst\u00fcnd\u00fcr - yine de \u015fehirler in\u015fa etmez, kitaplar yazmaz veya gelecek i\u00e7in plan yapmazlar. Onlar\u0131n g\u00fcc\u00fc an\u0131n i\u00e7inde yatar. \u0130nsanlar\u0131n g\u00fcc\u00fc ise ba\u011flamdad\u0131r.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-4926\" src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Ende.jpg\" alt=\"Hayvanlar, yapay zeka ve zaman alg\u0131s\u0131\" width=\"1024\" height=\"683\" srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Ende.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Ende-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Ende-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Tiere-KI-Zeitwahrnehmung-Ende-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>\u0130nsanlar her \u015feye bir saniyede karar veremedikleri i\u00e7in ba\u015fka beceriler geli\u015ftirirler: Tartma, hat\u0131rlama, hikaye anlatma, i\u015fbirli\u011fi yapma. Yava\u015fl\u0131k yap\u0131y\u0131 zorlar. Anlam i\u00e7in alan yarat\u0131r.<\/p>\n<p>Her zamankinden daha h\u0131zl\u0131 makinelerin oldu\u011fu bir d\u00fcnyada bu yeni bir meydan okuma olabilir. H\u0131z yar\u0131\u015f\u0131nda de\u011fil, ki\u015finin kendi \u00f6l\u00e7\u00fcs\u00fcn\u00fc bilin\u00e7li bir \u015fekilde kullanmas\u0131nda. Belki de gelece\u011fin en \u00f6nemli becerisi daha h\u0131zl\u0131 tepki vermek de\u011fil, tepkinin ne zaman gerekli oldu\u011funu daha iyi anlamak olacakt\u0131r.<\/p>\n<p>Kedi burada da \u015fa\u015f\u0131rt\u0131c\u0131 derecede modern bir rol modeli sunar. Her g\u00fcr\u00fclt\u00fcde enerjisini bo\u015fa harcamaz. G\u00f6zlemler, filtreler, bekler - ve sonra son derece kararl\u0131 bir \u015fekilde hareket eder. \u0130nsanlara aktar\u0131ld\u0131\u011f\u0131nda, bu \u015fu anlama gelir<\/p>\n<p>Y\u00f6nlendirme s\u00fcrekli ivmeden de\u011fil, \u00f6ncelikler konusundaki netlikten gelir. Teknik sistemler hesaplama yapabilir. S\u0131ralayabilir, tahmin edebilir ve optimize edebilirler. Sahip olmad\u0131klar\u0131 \u015fey, insan kararlar\u0131n\u0131 karakterize eden deneyim, k\u00fclt\u00fcr ve sorumlulu\u011fun i\u00e7ine g\u00f6m\u00fcl\u00fc olarak b\u00fcy\u00fcmektir. Bu boyut nanosaniyeler i\u00e7inde de\u011fil, nesiller boyunca geli\u015fir.<\/p>\n<p>Belki de gelecek, kimin daha h\u0131zl\u0131 d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fc sorusuyla daha az belirlenecektir. Daha \u00f6nemli olan, kimin kendi h\u0131z\u0131n\u0131 mant\u0131kl\u0131 bir \u015fekilde idare edebildi\u011fi olabilir.<\/p>\n<p>Hal\u0131n\u0131n \u00fczerindeki kedi sakin g\u00f6r\u00fcn\u00fcyor \u00e7\u00fcnk\u00fc yeteneklerini biliyor. Belirleyici an\u0131n gelece\u011fini bilir - ve haz\u0131rd\u0131r.<br \/>\nYapay zeka ile karakterize edilen bir d\u00fcnyadaki insanlar i\u00e7in bu g\u00fcven verici bir olas\u0131l\u0131k olabilir.<\/p>\n<p>Her hareket acele etmeyi gerektirmez. Ancak her gelecek dikkat gerektirir.<\/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-654 { --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-654 { --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-654\" 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=\"cloud-ki als oberlehrer: warum die zukunft des arbeitens bei lokaler ki liegt\" data-id=\"3887\"  data-category=\"apple macos hardware ki-systeme\" data-post_tag=\"datenschutz digitales eigentum k\u00fcnstliche intelligenz llama llm meinungsfreiheit mistral mlx neo4j ollama 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\/bulut-ki-en-i%cc%87yi%cc%87-oegretmen-olarak-i%cc%87si%cc%87n-gelecegi%cc%87-neden-yerel-kide-yatiyor\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ba\u015f\u00f6\u011fretmen olarak bulut yapay zeka: \u0130\u015fin gelece\u011fi neden yerel yapay zekada yat\u0131yor?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Bulut yapay zekas\u0131 ba\u015f\u00f6\u011fretmen oluyor\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/cloud-ki-oberlehrer-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\/bulut-ki-en-i%cc%87yi%cc%87-oegretmen-olarak-i%cc%87si%cc%87n-gelecegi%cc%87-neden-yerel-kide-yatiyor\/\" rel=\"bookmark\">Ba\u015f\u00f6\u011fretmen olarak bulut yapay zeka: \u0130\u015fin gelece\u011fi neden yerel yapay zekada yat\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=\"wenn der mac zuh\u00f6rt: was apples integrierte ki mit gemini und siri k\u00fcnftig f\u00fcr nutzer bedeutet\" data-id=\"4813\"  data-category=\"apple iphone &amp; ipad apple macos ki-systeme\" data-post_tag=\"apple datenlogik datenschutz k\u00fcnstliche intelligenz llm mac 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\/02\/mac-applein-gemini-ve-siri-i%cc%87le-entegre-kini%cc%87n-gelecekte-kullanicilar-i%cc%87ci%cc%87n-ne-anlama-gelecegi%cc%87ni%cc%87-di%cc%87nlerse\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Mac dinledi\u011finde: Apple'nin Gemini ve Siri ile entegre yapay zekas\u0131 gelecekte kullan\u0131c\u0131lar i\u00e7in ne anlama gelecek?<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Apple, Siri ve Gemini\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Apple-Siri-Gemini-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\/mac-applein-gemini-ve-siri-i%cc%87le-entegre-kini%cc%87n-gelecekte-kullanicilar-i%cc%87ci%cc%87n-ne-anlama-gelecegi%cc%87ni%cc%87-di%cc%87nlerse\/\" rel=\"bookmark\">Mac dinledi\u011finde: Apple'nin Gemini ve Siri ile entegre yapay zekas\u0131 gelecekte kullan\u0131c\u0131lar i\u00e7in ne anlama gelecek?<\/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=\"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=\"1024\" height=\"683\" 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: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg.jpg 1024w, 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-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/welche-jobs-fallen-durch-ki-weg-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\/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=\"mlx auf apple silicon als lokale ki im vergleich mit ollama &#038; co.\" data-id=\"2857\"  data-category=\"apple macos ki-systeme\" data-post_tag=\"datenschutz k\u00fcnstliche intelligenz llama llm mistral mlx ollama 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\/yerel-ki-olarak-elma-si%cc%87li%cc%87kon-uezeri%cc%87ndeki%cc%87-mlx-ollama-co-i%cc%87le-karsilastirildi\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Ollama &amp; Co. ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda yerel AI olarak Apple Silicon \u00fczerinde MLX.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"576\" class=\"attachment-full size-full\" alt=\"MLX ile Mac&#039;te Yerel Yapay Zeka\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-300x169.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-768x432.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/mlx-lokale-ki-apple-silicon-18x10.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\/09\/yerel-ki-olarak-elma-si%cc%87li%cc%87kon-uezeri%cc%87ndeki%cc%87-mlx-ollama-co-i%cc%87le-karsilastirildi\/\" rel=\"bookmark\">Ollama &amp; Co. ile kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda yerel AI olarak Apple Silicon \u00fczerinde MLX.<\/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>Hayvanlar zaman\u0131 ger\u00e7ekten insanlardan farkl\u0131 m\u0131 alg\u0131l\u0131yor?<\/strong><br \/>\nEvet, davran\u0131\u015f ara\u015ft\u0131rmalar\u0131 ve n\u00f6robiyolojiden bunu destekleyen pek \u00e7ok kan\u0131t var. Farkl\u0131 t\u00fcrler duyusal uyaranlar\u0131 farkl\u0131 h\u0131zlarda i\u015fler. Baz\u0131 hayvanlar saniyede bizden daha fazla de\u011fi\u015fikli\u011fi alg\u0131layabilir. Onlar i\u00e7in bu, \u00e7evrenin daha yava\u015f, daha yap\u0131land\u0131r\u0131lm\u0131\u015f ve daha \u00f6ng\u00f6r\u00fclebilir g\u00f6r\u00fcnmesine neden olur. Bu da onlar\u0131n tepki se\u00e7eneklerini, avlanma stratejilerini ve sosyal davran\u0131\u015flar\u0131n\u0131 de\u011fi\u015ftirir.<\/li>\n<li><strong>\u201eAlg\u0131n\u0131n zamansal \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc\u201c somut olarak ne anlama geliyor?<\/strong><br \/>\nBu, sinir sisteminin h\u0131zl\u0131 de\u011fi\u015fiklikleri ayr\u0131 olaylar olarak alg\u0131lama yetene\u011fini ifade eder. Bu \u00e7\u00f6z\u00fcn\u00fcrl\u00fck ne kadar y\u00fcksek olursa, ayn\u0131 nesnel saniyeye o kadar \u00e7ok ayr\u0131nt\u0131 s\u0131\u011far. Y\u00fcksek \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011fe sahip bir varl\u0131k, tabiri caizse daha fazla \u201eara g\u00f6r\u00fcnt\u00fc\u201c g\u00f6r\u00fcr ve bu nedenle daha hassas tepki verebilir.<\/li>\n<li><strong>Kediler neden s\u0131k\u0131lm\u0131\u015f ya da ilgisiz g\u00f6r\u00fcn\u00fcr?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc onlar\u0131n alg\u0131lama h\u0131z\u0131 bizimkinden daha y\u00fcksek. \u0130nsanlara dinamik g\u00f6r\u00fcnen bir\u00e7ok s\u00fcre\u00e7 onlar i\u00e7in \u00e7ok az s\u00fcrpriz sunar. Uzun s\u00fcre belirleyici bir \u015fey duyurulmazsa, bunun mant\u0131kl\u0131 sonucu sakinliktir. Bu d\u0131\u015far\u0131dan bakanlara tembellik gibi g\u00f6r\u00fcnse de asl\u0131nda verimli bir enerji y\u00f6netimidir.<\/li>\n<li><strong>Kediler bu y\u00fczden mi bu kadar \u00e7abuk tepki veriyor?<\/strong><br \/>\n\u0130nsan perspektifinden bak\u0131ld\u0131\u011f\u0131nda, evet. Ancak kedinin kendisi i\u00e7in mesele aceleci hareketler de\u011fil, kontroll\u00fc s\u00fcre\u00e7lerdir. Genellikle insanlar\u0131n bilin\u00e7li olarak bile fark etmedi\u011fi en k\u00fc\u00e7\u00fck i\u015faretlerde tepkisini vermeye ba\u015flar.<\/li>\n<li><strong>Bir kedi y\u0131lan sald\u0131r\u0131s\u0131n\u0131 nas\u0131l savu\u015fturabilir?<\/strong><br \/>\nYakla\u015fan ilerlemenin erken belirtilerini fark eder. Sald\u0131r\u0131 insanlar i\u00e7in g\u00f6r\u00fcn\u00fcr hale gelmeden \u00f6nce bile, hayvan belirleyici ka\u00e7\u0131nma hareketini \u00e7oktan haz\u0131rlam\u0131\u015f olabilir. Bu nedenle avantaj ger\u00e7ek olaydan \u00f6nce ortaya \u00e7\u0131kar.<\/li>\n<li><strong>Hayvanlar alemindeki bir\u00e7ok s\u00fcre\u00e7 neden bu kadar sert veya ani g\u00f6r\u00fcn\u00fcyor?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc g\u00f6zlemciler bunlar\u0131 insan alg\u0131s\u0131 ile \u00f6l\u00e7erler. K\u0131sa bir nesnel zaman i\u00e7inde \u00e7ok \u015fey oluyorsa, s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f g\u00f6r\u00fcn\u00fcr. Daha ince alg\u0131ya sahip hayvanlar i\u00e7in ayn\u0131 s\u00fcre\u00e7 farkl\u0131la\u015fm\u0131\u015f ve normal g\u00f6r\u00fcnebilir.<\/li>\n<li><strong>Alg\u0131lama h\u0131z\u0131 hayvanlar aras\u0131ndaki ileti\u015fimi de etkiliyor mu?<\/strong><br \/>\nEvet, h\u0131zl\u0131 alg\u0131layan t\u00fcrler genellikle yaln\u0131zca minimal sinyallere ihtiya\u00e7 duyar. Duru\u015f veya bak\u0131\u015f y\u00f6n\u00fcndeki k\u00fc\u00e7\u00fck de\u011fi\u015fiklikler mesaj iletmek i\u00e7in yeterlidir. \u0130nsanlar i\u00e7in g\u00f6r\u00fcnmez olan \u015feyler, t\u00fcrde\u015fler i\u00e7in a\u00e7\u0131kt\u0131r.<\/li>\n<li><strong>Daha y\u00fcksek h\u0131z her zaman bir avantaj m\u0131d\u0131r?<\/strong><br \/>\n\u015eart de\u011fil. Enerjiye mal olur ve toparlanma a\u015famalar\u0131 gerektirir. Evrim maksimum olan\u0131 de\u011fil, ilgili ya\u015fam tarz\u0131 i\u00e7in mant\u0131kl\u0131 olan\u0131 tercih eder. S\u00fcrekli olarak a\u015f\u0131r\u0131 uyar\u0131lm\u0131\u015f bir sistem istikrars\u0131z olacakt\u0131r.<\/li>\n<li><strong>Neden insanlar da son derece h\u0131zl\u0131 olmad\u0131lar?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc geli\u015fimi ba\u015fka \u00f6ncelikler belirledi. Dil, i\u015fbirli\u011fi, planlama ve bilginin k\u00fclt\u00fcrel aktar\u0131m\u0131, h\u0131zl\u0131 reflekslerin yerini k\u0131smen alabilecek avantajlar sa\u011flad\u0131. \u0130nsanlar h\u0131z yerine derinlik kazand\u0131.<\/li>\n<li><strong>T\u00fcm bunlar\u0131n yapay zeka ile ne ilgisi var?<\/strong><br \/>\nYapay zeka sistemleri, insan alg\u0131s\u0131n\u0131n \u00e7ok alt\u0131ndaki zaman alanlar\u0131nda \u00e7al\u0131\u015f\u0131r. Bir insan s\u00fcreci fark etmeden \u00f6nce kal\u0131plar\u0131 tan\u0131yabilir ve kararlar\u0131 haz\u0131rlayabilirler. Bu da biyolojik ve teknik i\u015flemler aras\u0131nda yeni bir ili\u015fki yarat\u0131yor.<\/li>\n<li><strong>Bu otomatik olarak yapay zekay\u0131 \u00fcst\u00fcn k\u0131lar m\u0131?<\/strong><br \/>\nBelirli g\u00f6revlerde daha h\u0131zl\u0131 ve genellikle daha do\u011frudur, ancak h\u0131z anlam\u0131n yerini tutmaz. Makineler hesaplar, insanlar yorumlar. Her iki beceri de farkl\u0131 rolleri yerine getirir.<\/li>\n<li><strong>Makineler insan kararlar\u0131n\u0131 tahmin edebilir mi?<\/strong><br \/>\nBu zaten bir\u00e7ok alanda ger\u00e7ekle\u015fmektedir. Yeterli veri mevcutsa, olas\u0131l\u0131klar hesaplanabilir. Bu mutlak kontrol anlam\u0131na gelmez, ancak insan modellerinin artan \u015feffafl\u0131\u011f\u0131 anlam\u0131na gelir.<\/li>\n<li><strong>Bu, insanlar\u0131n \u00f6zg\u00fcrl\u00fcklerini kaybettikleri anlam\u0131na m\u0131 geliyor?<\/strong><br \/>\n\u015eart de\u011fil. Tahminler olas\u0131l\u0131klar\u0131 g\u00f6sterir, kesinlikleri de\u011fil. Bununla birlikte, \u00f6ng\u00f6r\u00fclebilirlik \u00f6zerklik hissini de\u011fi\u015ftirir \u00e7\u00fcnk\u00fc eylemler daha az \u015fa\u015f\u0131rt\u0131c\u0131 g\u00f6r\u00fcn\u00fcr.<\/li>\n<li><strong>Neden hala s\u00fcrekli daha h\u0131zl\u0131 olmaya \u00e7al\u0131\u015f\u0131yoruz?<\/strong><br \/>\n\u00c7\u00fcnk\u00fc h\u0131z, teknik ortamlarda avantaj sa\u011flar. Ancak insanlar biyolojik olarak s\u0131n\u0131rl\u0131d\u0131r. Bu nedenle daha fazla h\u0131z, otomatik olarak daha iyi anlama ya da daha iyi kararlar alma sonucunu do\u011furmaz.<\/li>\n<li><strong>\u0130nsano\u011flunun gelecekteki ger\u00e7ek g\u00fcc\u00fc tam da yava\u015fl\u0131\u011f\u0131nda yat\u0131yor olabilir mi?<\/strong><br \/>\nBu olduk\u00e7a akla yatk\u0131n. S\u00fcrekli tepki vermek zorunda kalmazsan\u0131z, ba\u011flant\u0131lar\u0131 kontrol edebilir, sorumluluk alabilir ve uzun vadeli sonu\u00e7lar\u0131 d\u00fc\u015f\u00fcnebilirsiniz. Makineler rutin g\u00f6revleri devrald\u0131\u011f\u0131nda bu beceriler daha \u00f6nemli hale gelir.<\/li>\n<li><strong>\u0130nsanlar kedilerden ne \u00f6\u011frenebilir?<\/strong><br \/>\nSe\u00e7icilik. Her uyar\u0131c\u0131 dikkati hak etmez. Filtreleyen ve do\u011fru an\u0131 bekleyenler, s\u00fcrekli hareket halinde olanlara g\u00f6re genellikle daha etkili hareket ederler.<\/li>\n<li><strong>Zaman bo\u015flu\u011fu g\u00fcndelik hayat\u0131m\u0131z\u0131 \u015fimdiden nas\u0131l de\u011fi\u015ftiriyor?<\/strong><br \/>\nOtomatik sistemler mesajlar\u0131 s\u0131ralar, rotalar \u00f6nerir, riskleri tan\u0131r veya saniyeler i\u00e7inde yan\u0131tlar verir. Bir\u00e7ok s\u00fcre\u00e7, bilin\u00e7li olarak fark edilmeden \u00f6nce \u00e7al\u0131\u015f\u0131r. Bu da beklentileri ve karar verme al\u0131\u015fkanl\u0131klar\u0131n\u0131 \u015fekillendirir.<\/li>\n<li><strong>Kediler, insanlar ve yapay zeka aras\u0131ndaki kar\u015f\u0131la\u015ft\u0131rmadan elde edilen en \u00f6nemli bulgu nedir?<\/strong><br \/>\nZaman, bir sistemin performans\u0131na g\u00f6re de\u011fi\u015fir. Daha h\u0131zl\u0131 i\u015fleyenler farkl\u0131 bir d\u00fcnya deneyimler. Ancak farkl\u0131 h\u0131zlar otomatik olarak farkl\u0131 de\u011ferler anlam\u0131na gelmez. Her seviyenin kendi g\u00fc\u00e7l\u00fc yanlar\u0131 vard\u0131r.<\/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-655 { --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-655 { --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-655\" 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=\"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=\"1024\" height=\"683\" 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: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Cancel-Culture-Westen.jpg 1024w, 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-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=\"mehr als punk: nina hagen, cosma shiva und die kunst, sich nicht vereinnahmen zu lassen\" data-id=\"4521\"  data-category=\"allgemein gesellschaft kunst &amp; kultur\" data-post_tag=\"auswandern deutschland erfahrungen europa krisen 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\/punktan-daha-fazlasi-nina-hagen-cosma-shiva-ve-aldanmama-sanati\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">Punk'tan daha fazlas\u0131: Nina Hagen, Cosma Shiva ve kendini kapt\u0131rmama sanat\u0131<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Nina ve Cosma Shiva Hagen&#039;in Portresi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Nina-Cosma-Shiva-Hagen-Titel.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Nina-Cosma-Shiva-Hagen-Titel.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Nina-Cosma-Shiva-Hagen-Titel-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Nina-Cosma-Shiva-Hagen-Titel-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/Nina-Cosma-Shiva-Hagen-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\/punktan-daha-fazlasi-nina-hagen-cosma-shiva-ve-aldanmama-sanati\/\" rel=\"bookmark\">Punk'tan daha fazlas\u0131: Nina Hagen, Cosma Shiva ve kendini kapt\u0131rmama sanat\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=\"wenn pflicht wieder pflicht wird. eine art essay von herrn von l&#8217;oreot.\" data-id=\"3010\"  data-category=\"allgemein gesellschaft kunst &amp; kultur stories &amp; humor\" data-post_tag=\"deutschland erfahrungen geopolitik krisen pers\u00f6nlichkeitsentwicklung 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\/10\/goerev-tekrar-goerev-oldugunda-bay-von-loreotun-bi%cc%87r-tuer-denemesi%cc%87\/\" class=\"dpt-permalink\"><span class=\"screen-reader-text\">G\u00f6rev tekrar g\u00f6reve d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcnde. Bay von L'oreot'un bir t\u00fcr denemesi.<\/span><\/a><\/div><div class=\"dpt-thumbnail\"><div class=\"dpt-thumbnail-inner\"><img width=\"1024\" height=\"683\" class=\"attachment-full size-full\" alt=\"Beklenmedik bir telefon g\u00f6r\u00fc\u015fmesi\" context=\"dpt\" data-dpt-src=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf.jpg\" data-dpt-sizes=\"(max-width: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf.jpg 1024w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-300x200.jpg 300w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-768x512.jpg 768w, https:\/\/www.markus-schall.de\/wp-content\/uploads\/loreot-pflicht-anruf-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\/goerev-tekrar-goerev-oldugunda-bay-von-loreotun-bi%cc%87r-tuer-denemesi%cc%87\/\" rel=\"bookmark\">G\u00f6rev tekrar g\u00f6reve d\u00f6n\u00fc\u015ft\u00fc\u011f\u00fcnde. Bay von L'oreot'un bir t\u00fcr denemesi.<\/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 &#8211; 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=\"1024\" height=\"683\" 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: 1024px) 100vw, 1024px\" data-dpt-srcset=\"https:\/\/www.markus-schall.de\/wp-content\/uploads\/Johann-Sebastian-Bach-Portrait.jpg 1024w, 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-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>Eine Katze liegt auf dem Teppich. Sie bewegt sich nicht. Sie blinzelt vielleicht kurz, dreht ein Ohr, seufzt innerlich \u00fcber die Zumutungen des Daseins &#8211; und sonst passiert: nichts. Der Mensch schaut darauf und denkt: \u201eTypisch. Faules Vieh\u201c. Aber was, wenn genau das Gegenteil richtig ist? Was, wenn die Katze nicht zu langsam ist &#8211; &#8230; <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":4920,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"iawp_total_views":186,"footnotes":""},"categories":[1,466,431],"tags":[444,458,471,433,477,442,434],"class_list":["post-4918","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-allgemein","category-gesellschaft","category-ki-systeme","tag-denkmodelle","tag-erfahrungen","tag-kuenstliche-intelligenz","tag-llm","tag-portrait","tag-prozesse","tag-sprachmodell"],"_links":{"self":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4918","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=4918"}],"version-history":[{"count":8,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4918\/revisions"}],"predecessor-version":[{"id":4933,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/posts\/4918\/revisions\/4933"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media\/4920"}],"wp:attachment":[{"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/media?parent=4918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/categories?post=4918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.markus-schall.de\/tr\/wp-json\/wp\/v2\/tags?post=4918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}