B\u00fcy\u00fck Dil Modeli (LLM), insan benzeri dili anlamak ve \u00fcretmek i\u00e7in b\u00fcy\u00fck metin k\u00fclliyatlar\u0131 \u00fczerinde e\u011fitilmi\u015f derin sinir a\u011f\u0131d\u0131r. Modern LLM’ler (GPT-5, Claude Opus, Gemini, Llama) 2025-2026’daki kurumsal yapay zeka adaptasyonunu y\u00f6nlendiren \u00fcretken yapay zeka<\/a> \u00fcr\u00fcnlerinin temelini olu\u015fturur.<\/p>\n LLM’ler milyarlarca ile trilyonlarca parametreyle transformer mimarileri \u00fczerine kuruludur. E\u011fitim a\u015famal\u0131 olarak ilerler: dilin istatistiksel kal\u0131plar\u0131n\u0131 \u00f6\u011frenmek i\u00e7in b\u00fcy\u00fck metin veri k\u00fcmelerinde \u00f6n e\u011fitim, k\u00fcrat\u00f6rl\u00fc talimat-takip verisi \u00fczerinde denetimli ince ayar (fine-tuning)<\/a> ve \u00e7\u0131kt\u0131lar\u0131 insan tercihleriyle hizalamak i\u00e7in insan geri bildirimine dayal\u0131 peki\u015ftirmeli \u00f6\u011frenme (RLHF). Sonu\u00e7, sorular\u0131 cevaplayabilen, kod yazabilen, belgeleri \u00f6zetleyebilen ve giderek artan bi\u00e7imde \u00e7ok ad\u0131ml\u0131 problemlerde ak\u0131l y\u00fcr\u00fctebilen bir modeldir.<\/p>\n LLM’ler m\u00fc\u015fteri destek otomasyonu, i\u00e7erik \u00fcretimi, kod asistanlar\u0131 (Copilot, Cursor, Claude Code), hukuki s\u00f6zle\u015fme incelemesi, veri \u00e7\u0131kar\u0131m\u0131 ve giderek artan bi\u00e7imde otonom yapay zeka ajanlar\u0131n\u0131 destekler. Startup’lar i\u00e7in LLM’ler genellikle s\u0131f\u0131rdan e\u011fitmek yerine temel model sa\u011flay\u0131c\u0131lar\u0131n (OpenAI, Anthropic, Google, Mistral) API’leri arac\u0131l\u0131\u011f\u0131yla eri\u015filir, altyap\u0131 yat\u0131r\u0131m\u0131n\u0131 dramatik bi\u00e7imde azalt\u0131r.<\/p>\n LLM da\u011f\u0131t\u0131m\u0131 \u00f6nemli hukuki sorular do\u011furur: e\u011fitim verisi telif hakk\u0131 (NYT v. OpenAI dahil birden \u00e7ok dava), \u00e7\u0131kt\u0131 sorumlulu\u011fu (zararl\u0131 veya yanl\u0131\u015f \u00fcretimlerden kim sorumlu), veri gizlili\u011fi<\/a> (e\u011fitim ve \u00e7\u0131kar\u0131m verisi \u00fczerinde KVKK ve GDPR<\/a> k\u0131s\u0131tlamalar\u0131) ve AB AI Act kapsam\u0131nda y\u00fcksek riskli s\u0131n\u0131fland\u0131rma (2026-2028 boyunca a\u015famal\u0131 y\u00fcr\u00fcrl\u00fck). LLM destekli \u00fcr\u00fcn da\u011f\u0131tan startup’lar d\u00fczenleyici y\u00fck\u00fcml\u00fcl\u00fckleri erken haritaland\u0131rmal\u0131 ve e\u011fitim verisi kayna\u011f\u0131n\u0131 belgelemelidir.<\/p>\n","protected":false},"excerpt":{"rendered":" TLDR: B\u00fcy\u00fck Dil Modeli (LLM), insan benzeri dili anlamak ve \u00fcretmek i\u00e7in b\u00fcy\u00fck metin k\u00fclliyatlar\u0131 \u00fczerinde e\u011fitilmi\u015f derin sinir a\u011f\u0131d\u0131r. Modern LLM’ler (GPT-5, Claude Opus, Gemini, Llama) 2025-2026’daki kurumsal yapay zeka adaptasyonunu y\u00f6nlendiren \u00fcretken yapay zeka \u00fcr\u00fcnlerinin temelini olu\u015fturur. LLM’ler Nas\u0131l \u00c7al\u0131\u015f\u0131r LLM’ler milyarlarca ile trilyonlarca parametreyle transformer mimarileri \u00fczerine kuruludur. E\u011fitim a\u015famal\u0131 olarak ilerler: […]<\/p>\n","protected":false},"author":4,"featured_media":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"footnotes":""},"categories":[],"class_list":["post-11897","term","type-term","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11897","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term"}],"about":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/types\/term"}],"author":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/comments?post=11897"}],"version-history":[{"count":1,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11897\/revisions"}],"predecessor-version":[{"id":12326,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/term\/11897\/revisions\/12326"}],"wp:attachment":[{"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/media?parent=11897"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/virconlegal.com\/tr\/wp-json\/wp\/v2\/categories?post=11897"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}LLM’ler Nas\u0131l \u00c7al\u0131\u015f\u0131r<\/h3>\n
Kurumsal Kullan\u0131m Alanlar\u0131<\/h3>\n
Hukuki ve D\u00fczenleyici Boyutlar<\/h3>\n