{"id":3128,"date":"2026-03-03T18:15:57","date_gmt":"2026-03-03T18:15:57","guid":{"rendered":"https:\/\/deniztuncalp.com\/?p=3128"},"modified":"2026-03-07T15:08:14","modified_gmt":"2026-03-07T15:08:14","slug":"yapay-zeka-sonrasi-istihdamin-ve-calisan-refahinin-erimesini-nasil-onlenecek","status":"publish","type":"post","link":"https:\/\/deniztuncalp.com\/?p=3128&lang=tr","title":{"rendered":"Yapay Zek\u00e2 Sonras\u0131 \u0130stihdam\u0131n Erimesi"},"content":{"rendered":"\n<p>Yapay zek\u00e2 ve robotik otomasyon d\u00fcnyayla rekabet bask\u0131s\u0131 alt\u0131nda h\u0131zla yayg\u0131nla\u015f\u0131rken, T\u00fcrkiye, istihdam\u0131n ve \u00e7al\u0131\u015fan refah\u0131n\u0131n erimesini nas\u0131l \u00f6nleyecek? Devletin iki hedefi ayn\u0131 anda tutturmas\u0131 gerekiyor. K\u00fcresel rekabette verimlilik a\u00e7\u0131\u011f\u0131n\u0131 bu teknolojilerle kapatmak ve verimlilik art\u0131\u015f\u0131n\u0131n istihdam \u015fokuna d\u00f6n\u00fc\u015fmesini \u00f6nlemek.<\/p>\n\n\n\n<p>Bu k\u0131smen \u00e7eli\u015fen iki hedefin birlikte ger\u00e7ekle\u015fmesi kolay de\u011fil. Kazan\u00e7lar a\u011f\u0131rl\u0131kla sermayede birikirse, istihdam geliri zay\u0131flar, talep daral\u0131r. Ekonomik b\u00fcy\u00fcme bu kayb\u0131 kapatamaz, bilakis verimlilik art\u0131\u015f\u0131 b\u00fcy\u00fcmeyi bo\u011fabilir. B\u00f6yle bir felaket senaryosu teknolojiden \u00e7ok ge\u00e7i\u015fin yanl\u0131\u015f y\u00fcr\u00fcmesinden \u00e7\u0131kabilir.<\/p>\n\n\n\n<p>Ocak 2026 itibar\u0131yla mevsim etkisinden ar\u0131nd\u0131r\u0131lm\u0131\u015f i\u015fsizlik y\u00fczde 8,1, istihdam 31,95 milyon, i\u015fg\u00fcc\u00fcne kat\u0131l\u0131m y\u00fczde 52,1. Gen\u00e7 i\u015fsizli\u011fi y\u00fczde 14,3, kad\u0131nlar\u0131n i\u015fg\u00fcc\u00fcne kat\u0131l\u0131m\u0131 y\u00fczde 34,7. At\u0131l i\u015fg\u00fcc\u00fc oran\u0131 y\u00fczde 29,9, kay\u0131t d\u0131\u015f\u0131 istihdam y\u00fczde 26,1 civar\u0131nda ve b\u00fcy\u00fck k\u0131sm\u0131 tar\u0131mda. Hizmetlerin istihdam pay\u0131 yakla\u015f\u0131k y\u00fczde 55. Bu tablo, ge\u00e7i\u015f ya\u015fanmadan da istihdamda ciddi risklerin var oldu\u011funu g\u00f6steriyor.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/terazi-edited.jpg\" alt=\"\" class=\"wp-image-3357\" srcset=\"https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/terazi-edited.jpg 1024w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/terazi-edited-300x225.jpg 300w, https:\/\/deniztuncalp.com\/wp-content\/uploads\/2026\/03\/terazi-edited-768x576.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>B\u00f6yle bir ge\u00e7i\u015fte ilk hamle istihdam\u0131 yeniden tasarlamak olmal\u0131. Yapay zekay\u0131 \u015firketlerde karar haz\u0131rlay\u0131c\u0131 konuma yerle\u015ftiren ve karar verici rol\u00fcnden uzak tutan bir y\u00f6neti\u015fim anlay\u0131\u015f\u0131 hem y\u00fcksek maliyetli hata riskini d\u00fc\u015f\u00fcr\u00fcr hem de insan\u0131 sistemden tamamen \u00e7\u0131karma bask\u0131s\u0131n\u0131 azalt\u0131r. Bunun i\u00e7in kritik sekt\u00f6rlerde d\u00fczenlemeler ve denetim y\u00f6ntemleri geli\u015ftirilmeli.<\/p>\n\n\n\n<p>\u0130kinci hamle, i\u015f kayb\u0131n\u0131 zamana yayacak ara\u00e7lar\u0131 devreye almak olmal\u0131. K\u0131sa \u00e7al\u0131\u015fma benzeri work-sharing mekanizmalar\u0131, \u00fccret sigortalar\u0131 ve sekt\u00f6rel ge\u00e7i\u015f hibeleri bu y\u00fczden kritik. S\u00fcre\u00e7 boyunca i\u015fg\u00fcc\u00fcn\u00fcn yapay zek\u00e2 okuryazarl\u0131\u011f\u0131n\u0131 desteklemek de gerek. Bu ara\u00e7lar firmalar\u0131n ve \u00e7al\u0131\u015fanlar\u0131n uyum s\u00fcrecini kolayla\u015ft\u0131rmaya y\u00f6nelik tasarlanmal\u0131.<\/p>\n\n\n\n<p>\u00dc\u00e7\u00fcnc\u00fc hamle, talep taban\u0131n\u0131 korumak olmal\u0131. Verimlilik kazanc\u0131 b\u00fcy\u00fcrken gelir taban\u0131 daral\u0131rsa rekabet g\u00fcc\u00fc de s\u00fcrd\u00fcr\u00fclemez. Beyaz e\u015fya gibi ihracat\u00e7\u0131 sekt\u00f6rler bile i\u00e7 talebin zay\u0131flamas\u0131ndan etkilenir, \u00e7\u00fcnk\u00fc k\u00fc\u00e7\u00fclen talep KOB\u0130&#8217;leri ve tedarik zincirini vurur. Vergi karmas\u0131n\u0131n \u00fccretliden ranta do\u011fru dengelenmesi, dijital rantlar\u0131n daha iyi vergilendirilmesi, tabana hedefli nakit destek veya evrensel temel hizmetler gibi ara\u00e7larla b\u00fcy\u00fcmeyi m\u00fcmk\u00fcn k\u0131lan talep altyap\u0131s\u0131 sa\u011flanmal\u0131. Bak\u0131m, sa\u011fl\u0131k, temel e\u011fitim ve ula\u015f\u0131m bu \u00e7er\u00e7evede d\u00fc\u015f\u00fcn\u00fclmeli. Bu, T\u00fcrkiye&#8217;nin rantsever ekonomik modelinde k\u00f6kten bir de\u011fi\u015fiklik demek.<\/p>\n\n\n\n<p>D\u00f6rd\u00fcnc\u00fc hamle verimlilik art\u0131\u015f\u0131n\u0131 daha geni\u015f tabana yaymak olmal\u0131. \u00c7al\u0131\u015fma saatlerinin kademeli d\u00fc\u015fmesi, d\u00f6rt g\u00fcn veya haftal\u0131k 30-32 saat tart\u0131\u015fmalar\u0131 piyasan\u0131n kendili\u011finden yapaca\u011f\u0131 bir d\u00f6n\u00fc\u015f\u00fcm de\u011fil. Ancak devletin belirleyece\u011fi asgari standartlar ve te\u015fviklerle m\u00fcmk\u00fcn olabilir. Do\u011fru tasarlan\u0131rsa, verimlilik kazanc\u0131n\u0131n b\u00f6l\u00fc\u015f\u00fcm\u00fc iyile\u015ftirilebilir, toplumsal maliyet y\u00f6netilebilir.<\/p>\n\n\n\n<p>Bu ge\u00e7i\u015fin denge g\u00f6zetilmeden ya\u015fanaca\u011f\u0131 \u00fclkelerde, Sanayi Devrimi&#8217;nin ba\u015f\u0131nda g\u00f6r\u00fclen ve romanlara konu olan yayg\u0131n yoksulluk ve toplumsal gerilimi daha sert bi\u00e7imde tekrar ya\u015famak olduk\u00e7a muhtemel.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Yapay zek\u00e2 ve robotik otomasyon d\u00fcnyayla rekabet bask\u0131s\u0131 alt\u0131nda h\u0131zla yayg\u0131nla\u015f\u0131rken, T\u00fcrkiye, istihdam\u0131n ve \u00e7al\u0131\u015fan refah\u0131n\u0131n erimesini nas\u0131l \u00f6nleyecek? Devletin iki hedefi ayn\u0131 anda tutturmas\u0131 gerekiyor. K\u00fcresel rekabette verimlilik a\u00e7\u0131\u011f\u0131n\u0131 bu teknolojilerle kapatmak ve verimlilik art\u0131\u015f\u0131n\u0131n istihdam \u015fokuna d\u00f6n\u00fc\u015fmesini \u00f6nlemek. Bu k\u0131smen \u00e7eli\u015fen iki hedefin birlikte ger\u00e7ekle\u015fmesi kolay de\u011fil. Kazan\u00e7lar a\u011f\u0131rl\u0131kla sermayede birikirse, istihdam geliri [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3356,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45,31],"tags":[],"class_list":["post-3128","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tekno","category-yz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay Zek\u00e2 Sonras\u0131 \u0130stihdam\u0131n Erimesi - DenizTuncalp.com<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/deniztuncalp.com\/?p=3128&lang=tr\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zek\u00e2 Sonras\u0131 \u0130stihdam\u0131n Erimesi - DenizTuncalp.com\" \/>\n<meta property=\"og:description\" content=\"Yapay zek\u00e2 ve robotik otomasyon d\u00fcnyayla rekabet bask\u0131s\u0131 alt\u0131nda h\u0131zla yayg\u0131nla\u015f\u0131rken, T\u00fcrkiye, istihdam\u0131n ve \u00e7al\u0131\u015fan refah\u0131n\u0131n erimesini nas\u0131l \u00f6nleyecek? Devletin iki hedefi ayn\u0131 anda tutturmas\u0131 gerekiyor. K\u00fcresel rekabette verimlilik a\u00e7\u0131\u011f\u0131n\u0131 bu teknolojilerle kapatmak ve verimlilik art\u0131\u015f\u0131n\u0131n istihdam \u015fokuna d\u00f6n\u00fc\u015fmesini \u00f6nlemek. Bu k\u0131smen \u00e7eli\u015fen iki hedefin birlikte ger\u00e7ekle\u015fmesi kolay de\u011fil. 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