{"id":50107,"date":"2024-01-16T08:28:00","date_gmt":"2024-01-16T11:28:00","guid":{"rendered":"https:\/\/mindthegraph.com\/blog\/peer-review-process-copy\/"},"modified":"2024-01-15T12:38:57","modified_gmt":"2024-01-15T15:38:57","slug":"chatgpt-limitations","status":"publish","type":"post","link":"https:\/\/mindthegraph.com\/blog\/tr\/chatgpt-limitations\/","title":{"rendered":"Sohbetin \u00d6tesindeki S\u0131n\u0131rlar: ChatGPT S\u0131n\u0131rlamalar\u0131n\u0131 Anlamak"},"content":{"rendered":"

ChatGPT, basit metinlerle harikalar yaratan yeni bir teknoloji harikas\u0131d\u0131r. Hayat\u0131m\u0131z\u0131 \u00e7ok daha kolayla\u015ft\u0131rd\u0131 ve ilgili bilgileri bulmak i\u00e7in internette arama yapma zahmetini ortadan kald\u0131rd\u0131.<\/p>\n\n\n\n

Ancak herhangi bir s\u0131n\u0131rlamas\u0131 olup olmad\u0131\u011f\u0131n\u0131 hi\u00e7 merak ettiniz mi? Her teknolojinin s\u0131n\u0131rlamalar\u0131 vard\u0131r ve ChatGPT'nin de vard\u0131r. Bu makalede, fark\u0131ndal\u0131k yaratmak ve daha verimli kullanman\u0131za yard\u0131mc\u0131 olmak i\u00e7in ChatGPT s\u0131n\u0131rlamalar\u0131 hakk\u0131nda bilgi edinece\u011fiz.<\/p>\n\n\n\n

ChatGPT'ye Genel Bak\u0131\u015f<\/h2>\n\n\n\n

ChatGPT taraf\u0131ndan geli\u015ftirilen bir dil modelidir. OpenAI<\/a>GPT (Generative Pre-trained Transformer) mimarisine dayanmaktad\u0131r. Yeni nesil yapay zeka dil modellerini temsil eder ve GPT-3.5 s\u00fcr\u00fcm\u00fcn\u00fcn bir par\u00e7as\u0131 olarak piyasaya s\u00fcr\u00fclm\u00fc\u015ft\u00fcr. <\/p>\n\n\n\n

ChatGPT, insan benzeri metinler olu\u015fturmak ve kullan\u0131c\u0131larla etkile\u015fimli konu\u015fmalar yapmak i\u00e7in tasarlanm\u0131\u015ft\u0131r. Birden fazla dilde metni anlayabilir ve olu\u015fturabilir ve m\u00fc\u015fteri deste\u011fi, i\u00e7erik olu\u015fturma, dil \u00e7evirisi ve \u00e7ok daha fazlas\u0131 dahil olmak \u00fczere geni\u015f bir uygulama yelpazesine sahiptir.<\/p>\n\n\n\n

ChatGPT'nin Dil Modelleri<\/h2>\n\n\n\n

GPT modelleri, Vaswani ve arkada\u015flar\u0131 taraf\u0131ndan 2017 y\u0131l\u0131nda yay\u0131nlanan \"Attention is All You Need\" adl\u0131 ufuk a\u00e7\u0131c\u0131 makalede tan\u0131t\u0131lan Transformer mimarisi \u00fczerine in\u015fa edilmi\u015ftir. Transformer mimarisi, \u00f6z dikkat mekanizmalar\u0131ndan yararlanarak do\u011fal dil i\u015fleme g\u00f6revlerinde devrim yaratm\u0131\u015f ve modelin metindeki uzun menzilli ba\u011f\u0131ml\u0131l\u0131klar\u0131 ve ba\u011flamsal ili\u015fkileri etkili bir \u015fekilde yakalamas\u0131n\u0131 sa\u011flam\u0131\u015ft\u0131r.<\/p>\n\n\n\n

ChatGPT'de kullan\u0131lan birincil dil modeli GPT-3, \u015fa\u015f\u0131rt\u0131c\u0131 say\u0131da parametre i\u00e7erir (GPT-3.5 itibariyle 175 milyar) ve bu da onu \u015fimdiye kadar olu\u015fturulmu\u015f en g\u00fc\u00e7l\u00fc ve veri yo\u011fun dil modellerinden biri yapar. Bu b\u00fcy\u00fck \u00f6l\u00e7ek, insan benzeri metin \u00fcretme ve konu\u015fma olu\u015fturma, dil \u00e7evirisi, soru yan\u0131tlama ve \u00e7ok daha fazlas\u0131 dahil olmak \u00fczere \u00e7ok \u00e7e\u015fitli do\u011fal dil i\u015fleme g\u00f6revlerini yerine getirme yetene\u011fine katk\u0131da bulunur.<\/p>\n\n\n\n

ChatGPT S\u0131n\u0131rlamalar\u0131<\/h2>\n\n\n\n

ChatGPT'nin g\u00fc\u00e7l\u00fc bir dil modeli olmas\u0131na ra\u011fmen yine de s\u0131n\u0131rlamalar\u0131 oldu\u011funu belirtmek \u00f6nemlidir. Bazen kula\u011fa makul gelen ancak yanl\u0131\u015f veya anlams\u0131z yan\u0131tlar \u00fcretebilir. <\/p>\n\n\n\n

Ayr\u0131ca, di\u011fer yapay zeka modelleri gibi, \u00fczerinde e\u011fitildi\u011fi verilerde mevcut olan \u00f6nyarg\u0131lar\u0131 sergileyebilir. OpenAI, kullan\u0131c\u0131 geri bildirimlerine ve ger\u00e7ek d\u00fcnya kullan\u0131m\u0131na dayal\u0131 olarak sistemi geli\u015ftirmeye ve iyile\u015ftirmeye devam etmektedir. S\u0131n\u0131rlamalar\u0131 ayr\u0131nt\u0131l\u0131 olarak anlayal\u0131m. <\/p>\n\n\n\n

Sa\u011fduyu Eksikli\u011fi<\/h3>\n\n\n\n

GPT-3 ger\u00e7ek d\u00fcnya anlay\u0131\u015f\u0131ndan ve sa\u011fduyulu muhakemeden yoksundur. Tutarl\u0131 ve ba\u011flama uygun metinler \u00fcretebilirken, d\u00fcnyay\u0131 ger\u00e7ek anlamda kavrayamaz ve olgusal olarak yanl\u0131\u015f veya sa\u00e7ma yan\u0131tlar \u00fcretebilir.<\/p>\n\n\n\n

Giri\u015f \u0130fadelerine Duyarl\u0131l\u0131k<\/h3>\n\n\n\n

Modelin yan\u0131tlar\u0131, bir sorunun veya istemin ifade edilme \u015fekline kar\u015f\u0131 olduk\u00e7a hassas olabilir. \u0130fadelerdeki k\u00fc\u00e7\u00fck de\u011fi\u015fiklikler \u00f6nemli \u00f6l\u00e7\u00fcde farkl\u0131 yan\u0131tlara yol a\u00e7abilir ve bu da tutarl\u0131 yan\u0131tlar arayan kullan\u0131c\u0131lar i\u00e7in zorlay\u0131c\u0131 olabilir.<\/p>\n\n\n\n

Uzun Yan\u0131tlar ve \u0130fadelerin A\u015f\u0131r\u0131 Kullan\u0131m\u0131<\/h3>\n\n\n\n

ChatGPT a\u015f\u0131r\u0131 ayr\u0131nt\u0131l\u0131 olabilir ve kendini tekrarlayabilir, bu da gere\u011finden uzun yan\u0131tlara yol a\u00e7abilir. Ayr\u0131ca belirli ifadeleri a\u015f\u0131r\u0131 kullanabilir veya tekrarlayan davran\u0131\u015flar sergileyebilir.<\/p>\n\n\n\n

Kaynak At\u0131f Eksikli\u011fi<\/h3>\n\n\n\n

Model, sa\u011flad\u0131\u011f\u0131 bilgilerin do\u011frulu\u011funu teyit edemez ve \u00fcretti\u011fi bilgilerin kaynaklar\u0131n\u0131 do\u011frulamak i\u00e7in yerle\u015fik bir mekanizma yoktur. Bu, kula\u011fa makul gelen ancak yan\u0131lt\u0131c\u0131 veya yanl\u0131\u015f bilgiler \u00fcretebilece\u011fi anlam\u0131na gelir.<\/p>\n\n\n\n

\u00d6nyarg\u0131lar<\/h3>\n\n\n\n

GPT-3, verilerde mevcut olan \u00f6nyarg\u0131lar\u0131 i\u00e7erebilecek geni\u015f bir internet metni k\u00fclliyat\u0131 \u00fczerinde e\u011fitilmi\u015ftir. Sonu\u00e7 olarak, model hassas konularda \u00f6nyarg\u0131l\u0131 veya \u00f6nyarg\u0131l\u0131 yan\u0131tlar \u00fcretebilir veya konu\u015fmalar s\u0131ras\u0131nda \u00f6nyarg\u0131l\u0131 davran\u0131\u015flar sergileyebilir.<\/p>\n\n\n\n

Belirsizliklerin A\u00e7\u0131kl\u0131\u011fa Kavu\u015fturulamamas\u0131<\/h3>\n\n\n\n

Belirsiz sorgularla veya a\u00e7\u0131klama talepleriyle kar\u015f\u0131la\u015f\u0131ld\u0131\u011f\u0131nda, model genellikle kullan\u0131c\u0131n\u0131n neyi kastetmi\u015f olabilece\u011fini tahmin eder ve bu da potansiyel yanl\u0131\u015f anlamalara yol a\u00e7ar.<\/p>\n\n\n\n

S\u0131n\u0131rl\u0131 Ba\u011flam Penceresi<\/h3>\n\n\n\n

ChatGPT bir konu\u015fma s\u0131ras\u0131nda ba\u011flam\u0131 koruyabilse de, koruyabilece\u011fi ba\u011flam miktar\u0131n\u0131n hala bir s\u0131n\u0131r\u0131 vard\u0131r. Daha uzun konu\u015fmalarda ba\u011flam par\u00e7alanmas\u0131 ya\u015fanabilir ve bu da daha az tutarl\u0131 yan\u0131tlara yol a\u00e7abilir.<\/p>\n\n\n\n

Uygunsuz Yan\u0131tlar<\/h3>\n\n\n\n

ChatGPT, e\u011fitim verileri nedeniyle bazen siyasi olarak \u00f6nyarg\u0131l\u0131, sald\u0131rgan veya uygunsuz yan\u0131tlar \u00fcretebilir. OpenAI g\u00fcvenlik \u00f6nlemlerini uygulamaya koymu\u015ftur, ancak bu t\u00fcr yan\u0131tlar yine de zaman zaman ortaya \u00e7\u0131kabilir.<\/p>\n\n\n\n

Y\u00fcksek Maliyet<\/h3>\n\n\n\n

GPT-3 ve di\u011fer benzer dil modellerine API'ler arac\u0131l\u0131\u011f\u0131yla eri\u015fmek, \u00f6zellikle geni\u015fletilmi\u015f veya y\u00fcksek hacimli kullan\u0131m i\u00e7in pahal\u0131 olabilir.<\/p>\n\n\n\n

Ger\u00e7ek Zamanl\u0131 G\u00fcncellemelerin Eksikli\u011fi<\/h3>\n\n\n\n

\u00d6nceden e\u011fitilmi\u015f bir model olarak GPT-3, e\u011fitim verilerinin \u00f6tesinde ger\u00e7ek zamanl\u0131 bilgilere eri\u015fime sahip de\u011fildir. Bu da en son olaylar veya geli\u015fmeler konusunda g\u00fcncel olmayabilece\u011fi anlam\u0131na gelir. \u0130\u015fte bir \u00f6rnek: <\/p>\n\n\n\n

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\u015eu anki ba\u015fkan ise Droupadi Murmu<\/a>GPT 3.5'te bu konuda hi\u00e7bir bilgi bulunmamaktad\u0131r. <\/p>\n\n\n\n

\u0130lgili makale: <\/strong>ChatGPT Ara\u015ft\u0131rma Makalesi: Me\u015fru ve Etik mi?<\/strong><\/a><\/p>\n\n\n\n

ChatGPT'den Gelen Sa\u00e7ma ve Yanl\u0131\u015f Yan\u0131tlar\u0131n Nedenleri<\/h2>\n\n\n\n

ChatGPT'den veya herhangi bir dil modelinden gelen anlams\u0131z ve yanl\u0131\u015f yan\u0131tlar \u00e7e\u015fitli nedenlerden dolay\u0131 ortaya \u00e7\u0131kabilir. ChatGPT gibi dil modelleri g\u00fc\u00e7l\u00fc olsalar ve insan benzeri metinler \u00fcretebilseler de m\u00fckemmel de\u011fildirler ve do\u011fal s\u0131n\u0131rlamalar\u0131 vard\u0131r. \u0130\u015fte anlams\u0131z ve yanl\u0131\u015f yan\u0131tlar\u0131n baz\u0131 nedenleri:<\/p>\n\n\n\n

Anlay\u0131\u015f Eksikli\u011fi<\/h3>\n\n\n\n

ChatGPT gibi dil modelleri ger\u00e7ek bir anlay\u0131\u015ftan ve sa\u011fduyulu muhakemeden yoksundur. \u0130\u00e7eri\u011fe dair ger\u00e7ek bir kavray\u0131\u015fa sahip olmadan, e\u011fitildikleri verilerdeki kal\u0131plara dayal\u0131 yan\u0131tlar \u00fcretirler. Bu s\u0131n\u0131rlama, kula\u011fa makul gelen ancak ger\u00e7ek anlamdan yoksun yan\u0131tlara yol a\u00e7abilir.<\/p>\n\n\n\n

Bilgi \u0130stemlerinde Belirsizlik<\/h3>\n\n\n\n

Kullan\u0131c\u0131 sorgusu veya istemi belirsizse veya yeterli ba\u011flamdan yoksunsa, ChatGPT uygun yan\u0131tlar\u0131 \u00fcretmekte zorlanabilir. Belirsizlik, modelin yanl\u0131\u015f varsay\u0131mlar veya tahminler yapmas\u0131na yol a\u00e7abilir.<\/p>\n\n\n\n

Eksik veya Yetersiz E\u011fitim Verileri<\/h3>\n\n\n\n

Dil modellerinin etkili bir \u015fekilde genelle\u015ftirilebilmesi i\u00e7in b\u00fcy\u00fck ve \u00e7e\u015fitli e\u011fitim veri k\u00fcmeleri gerekir. E\u011fitim verileri eksikse veya belirli konular\u0131 kapsaml\u0131 bir \u015fekilde kapsam\u0131yorsa, model bu konulara do\u011fru yan\u0131t vermeyebilir.<\/p>\n\n\n\n

ChatGPT Taraf\u0131ndan Desteklenen \u00c7e\u015fitli G\u00f6revler<\/h2>\n\n\n\n

\u00c7ok y\u00f6nl\u00fc bir dil modeli olan ChatGPT, farkl\u0131 alanlardaki \u00e7ok \u00e7e\u015fitli g\u00f6revleri destekler. Do\u011fal dil i\u015fleme yetenekleri, a\u015fa\u011f\u0131dakiler dahil ancak bunlarla s\u0131n\u0131rl\u0131 olmamak \u00fczere \u00e7e\u015fitli g\u00f6revleri yerine getirmesini sa\u011flar:<\/p>\n\n\n\n

    \n
  1. Metin Olu\u015fturma<\/li>\n\n\n\n
  2. Dil \u00c7evirisi<\/li>\n\n\n\n
  3. Soru Yan\u0131tlama<\/li>\n\n\n\n
  4. Metin \u00d6zetleme<\/li>\n\n\n\n
  5. Dil Anlay\u0131\u015f\u0131<\/li>\n\n\n\n
  6. Programlama Yard\u0131m\u0131<\/li>\n\n\n\n
  7. Yarat\u0131c\u0131 Yaz\u0131 \u0130pu\u00e7lar\u0131<\/li>\n\n\n\n
  8. Matematiksel Problem \u00c7\u00f6zme<\/li>\n\n\n\n
  9. Bilgi Edinme<\/li>\n\n\n\n
  10. Ara\u015ft\u0131rmaya Yard\u0131mc\u0131 Olmak<\/li>\n<\/ol>\n\n\n\n

    Bunlar ChatGPT'nin destekleyebilece\u011fi \u00e7e\u015fitli g\u00f6revlere sadece birka\u00e7 \u00f6rnektir. Geli\u015ftiriciler ve kullan\u0131c\u0131lar dil i\u015fleme yeteneklerini kullanmak i\u00e7in yenilik\u00e7i yollar bulduk\u00e7a uygulamalar\u0131 s\u00fcrekli geni\u015flemektedir. <\/p>\n\n\n\n

    Ayr\u0131ca okuyun: <\/strong>Akademik Ara\u015ft\u0131rmalarda Yapay Zekan\u0131n Rol\u00fcn\u00fc Ke\u015ffetmek<\/strong><\/a><\/p>\n\n\n\n

    ChatGPT Kullanarak Sohbet Yoluyla \u0130\u00e7erik Olu\u015fturma<\/h2>\n\n\n\n

    ChatGPT kullanarak konu\u015fma yoluyla i\u00e7erik olu\u015fturma, yaz\u0131l\u0131 i\u00e7erik olu\u015fturmaya y\u00f6nelik daha etkile\u015fimli bir yakla\u015f\u0131m i\u00e7erir. Tek bir komut istemi sa\u011flamak yerine, kullan\u0131c\u0131lar dil modeliyle ileri geri bir sohbete girerler. Bu etkile\u015fimli konu\u015fma, kullan\u0131c\u0131lar\u0131n i\u00e7erik gereksinimlerini kademeli olarak iyile\u015ftirmelerine ve belirlemelerine olanak tan\u0131r. ChatGPT ile i\u00e7erik olu\u015fturma \u015fu \u015fekilde \u00e7al\u0131\u015f\u0131r:<\/p>\n\n\n\n

    G\u00f6r\u00fc\u015fmeyi Ba\u015flatmak<\/h3>\n\n\n\n

    Kullan\u0131c\u0131, ChatGPT'ye bir ilk mesaj g\u00f6ndererek sohbeti ba\u015flat\u0131r. Bu mesaj genel bir konu veya olu\u015fturmak istedikleri i\u00e7erik t\u00fcr\u00fc i\u00e7in \u00f6zel bir talep olabilir.<\/p>\n\n\n\n

    Etkile\u015fime Devam Etmek<\/h3>\n\n\n\n

    ChatGPT, kullan\u0131c\u0131n\u0131n mesaj\u0131na yan\u0131t vererek girdiye dayal\u0131 metin olu\u015fturur. Kullan\u0131c\u0131 daha sonra i\u00e7erik olu\u015fturma s\u00fcrecini y\u00f6nlendirmek i\u00e7in geri bildirim sa\u011flayabilir veya a\u00e7\u0131klama isteyebilir.<\/p>\n\n\n\n

    \u0130\u00e7eri\u011fin Rafine Edilmesi<\/h3>\n\n\n\n

    Bir dizi bilgi al\u0131\u015fveri\u015fi yoluyla kullan\u0131c\u0131, daha spesifik talimatlar vererek, daha fazla ayr\u0131nt\u0131 isteyerek veya olu\u015fturulan metinde de\u011fi\u015fiklik talep ederek talebini yinelemeli olarak geli\u015ftirir.<\/p>\n\n\n\n

    Yinelemeli Geri Bildirim<\/h3>\n\n\n\n

    Kullan\u0131c\u0131n\u0131n geri bildirimi, olu\u015fturulan i\u00e7eri\u011fin gereksinimleriyle uyumlu olmas\u0131n\u0131 sa\u011flamak i\u00e7in \u00e7ok \u00f6nemlidir. G\u00f6r\u00fc\u015fme, kullan\u0131c\u0131 nihai i\u00e7erikten memnun olana kadar devam eder.<\/p>\n\n\n\n

    Nihai \u0130\u00e7eri\u011fin Olu\u015fturulmas\u0131<\/h3>\n\n\n\n

    Birka\u00e7 etkile\u015fimden sonra, kullan\u0131c\u0131 istenen i\u00e7eri\u011fi al\u0131r; bu i\u00e7erik bir makale, blog yaz\u0131s\u0131 veya g\u00f6r\u00fc\u015fmenin ba\u011flam\u0131na ba\u011fl\u0131 olarak ba\u015fka bir yaz\u0131l\u0131 par\u00e7a \u015feklinde olabilir.<\/p>\n\n\n\n

    Ger\u00e7ekten de ChatGPT i\u00e7erik olu\u015fturma s\u00fcrecinde devrim yaratt\u0131, ancak onu k\u00f6r\u00fc k\u00f6r\u00fcne takip ederseniz ba\u015f\u0131n\u0131z belaya girebilir. Zekan\u0131z\u0131 kullan\u0131rken ve ChatGPT s\u0131n\u0131rlamalar\u0131n\u0131 anlarken bu yapay zeka modelini entegre etmek, i\u00e7erik olu\u015fturma yolculu\u011funuzda ba\u015far\u0131l\u0131 olman\u0131za yard\u0131mc\u0131 olabilir.  <\/p>\n\n\n\n

    Alt \u00c7izgi<\/h2>\n\n\n\n

    ChatGPT, do\u011fal dil i\u015flemede \u00f6nemli bir ilerlemeyi temsil etse ve etkileyici yetenekler sergilemi\u015f olsa da, s\u0131n\u0131rlamalar\u0131 da yok de\u011fildir. YZ dil modellerinin gelece\u011fine bakarken, bu s\u0131n\u0131rlamalar\u0131n ele al\u0131nmas\u0131, alan\u0131 ilerletmek ve YZ teknolojisinin hayat\u0131m\u0131za g\u00fcvenli ve faydal\u0131 bir \u015fekilde entegre edilmesini sa\u011flamak i\u00e7in hayati bir ad\u0131m olacakt\u0131r. <\/p>\n\n\n\n

    Bilim \u0130\u00e7in \u00c7evrimi\u00e7i \u0130nfografik Olu\u015fturucu<\/h2>\n\n\n\n

    Tasar\u0131mlar\u0131n\u0131z\u0131 kolayca yapabilece\u011finiz g\u00fcvenilir bir infografik arac\u0131 m\u0131 ar\u0131yorsunuz? Bir ara\u015ft\u0131rmac\u0131 olarak, g\u00f6rsellerin ve infografiklerin ara\u015ft\u0131rma makalelerinizi g\u00fc\u00e7lendirmek i\u00e7in ne kadar \u00f6nemli oldu\u011funu biliyorsunuz, i\u015fte size bir ara\u00e7 - Mind the Graph<\/a> sadece bilimle ilgili kaliteli infografikler yapmak i\u00e7in tasarlanm\u0131\u015ft\u0131r. Daha fazlas\u0131n\u0131 \u00f6\u011frenmek i\u00e7in \u015fimdi kaydolun. <\/p>\n\n\n\n

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    \"ill\u00fcstrasyonlar-banner\"<\/a><\/figure><\/div>\n\n\n
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    Mind the Graph ile yaratmaya ba\u015flay\u0131n<\/a><\/div>\n<\/div>\n\n\n\n
    <\/div>","protected":false},"excerpt":{"rendered":"

    ChatGPT s\u0131n\u0131rlamalar\u0131n\u0131n akademik bir mercekle incelenmesi, dil modelindeki i\u00e7sel \u00f6nyarg\u0131lar\u0131 ve ba\u011flamsal zorluklar\u0131 ortaya \u00e7\u0131karmaktad\u0131r.<\/p>","protected":false},"author":33,"featured_media":50110,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[959,28],"tags":[],"yoast_head":"\nBoundaries Beyond The Chat: Understanding ChatGPT Limitations<\/title>\n<meta name=\"description\" content=\"Examining ChatGPT limitations through an academic lens reveals inherent biases and contextual challenges in the language model.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mindthegraph.com\/blog\/tr\/chatgpt-limitations\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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