{"id":1536593,"date":"2024-05-10T06:46:43","date_gmt":"2024-05-10T10:46:43","guid":{"rendered":"https:\/\/gijn.org\/?p=1536593"},"modified":"2024-05-28T07:32:00","modified_gmt":"2024-05-28T11:32:00","slug":"gazeteciler-icin-yeni-yapay-zeka-ve-buyuk-dil-modeli-araclari","status":"publish","type":"post","link":"https:\/\/gijn.org\/tr\/hikayeler\/gazeteciler-icin-yeni-yapay-zeka-ve-buyuk-dil-modeli-araclari\/","title":{"rendered":"Gazeteciler i\u00e7in Yeni Yapay Zeka ve B\u00fcy\u00fck Dil Modeli Ara\u00e7lar\u0131"},"content":{"rendered":"<p>2024 NICAR konferans\u0131nda veri uzmanlar\u0131, yapay zekan\u0131n haber odalar\u0131nda ne zaman ve nas\u0131l kullan\u0131lmas\u0131n\u0131n uygun olaca\u011f\u0131 sorusunu tart\u0131\u015ft\u0131.<\/p>\n<p>\u00dcretken yapay zeka ara\u00e7lar\u0131 genellikle gazeteciler i\u00e7in zehirli bir kadeh gibi g\u00f6r\u00fcl\u00fcyor. B\u00fcy\u00fck dil modellerinden (LLM&#8217;ler) gelen yan\u0131tlar genellikle \u00f6nyarg\u0131l\u0131 veya g\u00fcvenilmez. <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.newyorker.com\/culture\/rabbit-holes\/the-uncanny-failures-of-ai-generated-hands\">G\u00f6r\u00fcnt\u00fc olu\u015fturucular, insan parmaklar\u0131n\u0131 ve ellerini i\u015flerken herkesin bildi\u011fi gibi g\u00fcvenilmez olmalar\u0131n\u0131n<\/a> yan\u0131 s\u0131ra, \u00f6nemli etik ve telif hakk\u0131 sorunlar\u0131 da yaratmakta. Bununla birlikte yapay zeka sohbet robotlar\u0131 o kadar tuhaf ki, <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/synergaize.com\/index.php\/2024\/04\/20\/ai-optimized-prompts-are-highly-effective-and-seriously-weird-new-study\/\">son ara\u015ft\u0131rmalara g\u00f6re<\/a>, nakit te\u015fvikleri sunan istekleri ve hatta &#8220;fiziksel&#8221; tehditleri, yani bu robotlar\u0131 size daha iyi sonu\u00e7lar vermeye ikna edebiliyorlar.<\/p>\n<p>Ancak veri gazetecili\u011fi uzmanlar\u0131, \u00fccretsiz veya uygun fiyatl\u0131 yapay zeka ara\u00e7lar\u0131n\u0131n ak\u0131ll\u0131 ve dikkatli kullan\u0131m\u0131n\u0131n ayn\u0131 zamanda ara\u015ft\u0131rma projelerinin \u00f6n a\u015famas\u0131na \u00f6nemli bir yard\u0131m sa\u011flayabilece\u011fini ve veri verimlili\u011fini, konu se\u00e7imini, kod e\u011fitimini, maliyet tasarrufunu ve kamuya a\u00e7\u0131k belge taleplerini art\u0131rabilece\u011fini s\u00f6yl\u00fcyor. \u00d6zellikle, veri kodu ve elektronik tablo form\u00fclleri \u00fcreten g\u00fcvenilir yapay zeka ara\u00e7lar\u0131n\u0131n, veri muhabirlerinin; gazetecili\u011fe daha fazla, teknik sorun giderme ve kodlama \u00e7al\u0131\u015fmalar\u0131na daha az zaman ay\u0131rmas\u0131na olanak tan\u0131d\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyorlar.<\/p>\n<aside>&#8220;Bu ara\u00e7lar gazetecili\u011fin yerine ge\u00e7emez ancak projelerinizi ger\u00e7ekten daha h\u0131zl\u0131 veya daha iddial\u0131 hale getirebilirler.&#8221; \u2014 Jon Keegan, ara\u015ft\u0131rmac\u0131 muhabir, The Markup<\/aside>\n<p>2024 NICAR veri gazetecili\u011fi konferans\u0131nda yapay zeka ara\u00e7lar\u0131yla ilgili <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.ire.org\/training\/conferences\/nicar-2024\/\">birka\u00e7 oturumda<\/a> veri uzmanlar\u0131 bu soruyu tart\u0131\u015ft\u0131: &#8220;Gazeteciler neden yapay zeka kullanmal\u0131?&#8221;<\/p>\n<p>Zirve haftas\u0131nda <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.bloomberg.com\/graphics\/2024-openai-gpt-hiring-racial-discrimination\/?leadSource=uverify+wall\">Bloomberg,<\/a> iki NICAR kat\u0131l\u0131mc\u0131s\u0131 taraf\u0131ndan b\u00fcy\u00fck dil modelleriyle ilgili baz\u0131 sorunlar\u0131 g\u00f6steren bir ara\u015ft\u0131rma yay\u0131nlad\u0131. Bu ChatGPT&#8217;nin az\u0131nl\u0131k gruplar\u0131yla ili\u015fkilendirilen aday adlar\u0131n\u0131 i\u00e7eren ayn\u0131 i\u015f \u00f6zge\u00e7mi\u015flerine daha d\u00fc\u015f\u00fck s\u0131ralamalar verdi\u011fini g\u00f6sterdi.<\/p>\n<p>The Markup&#8217;ta ara\u015ft\u0131rmac\u0131 veri muhabiri olan <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/jonkeegan\/\">Jon Keegan<\/a>, muhabirlerin ve edit\u00f6rlerin yapay zekan\u0131n verimlili\u011finden yararlanmak ve do\u011fruluk, \u00f6nyarg\u0131 ve etik tuzaklardan ka\u00e7\u0131nmak i\u00e7in birka\u00e7 temel ad\u0131m da dahil olmak \u00fczere yapay zekaya yakla\u015f\u0131mlar\u0131nda sistematik olmalar\u0131 gerekti\u011fini s\u00f6yledi.<\/p>\n<ul>\n<li>\u00d6ncelikle b\u00fcy\u00fck dil modellerinin nas\u0131l \u00f6\u011frendi\u011fini ve \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 \u00f6\u011frenin. Keegan&#8217;a g\u00f6re &#8220;b\u00fcy\u00fck dil modellerinin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131n kesinlikle en iyi g\u00f6rsel a\u00e7\u0131klay\u0131c\u0131s\u0131&#8221; olan <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/ig.ft.com\/generative-ai\/\">Financial Times&#8217;\u0131n bu makalesini okuyarak ba\u015flayabilirsiniz.<\/a><\/li>\n<li>Haber odas\u0131 yapay zeka kullan\u0131m politikas\u0131n\u0131 benimseyin. GIJN, ara\u015ft\u0131rmac\u0131 haber merkezleri i\u00e7in bir dizi en iyi uygulamalar\u0131 olu\u015fturmak amac\u0131yla <a href=\"https:\/\/gijn.org\/tr\/hikayeler\/gijn-paris-yapay-zeka-ve-gazetecilik-sartina-katildi\/\">Paris Yapay Zeka ve Gazetecilik T\u00fcz\u00fc\u011f\u00fc<\/a>&#8216;ndeki di\u011fer \u00f6nde gelen haber kurulu\u015flar\u0131yla bir araya geldi. Hen\u00fcz kendi korkuluklar\u0131n\u0131 tan\u0131mlamam\u0131\u015f edit\u00f6rler i\u00e7in Keegan, <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.theguardian.com\/help\/insideguardian\/2023\/jun\/16\/the-guardians-approach-to-generative-ai#:~:text=If%20we%20wish%20to%20include,readers%20when%20we%20do%20this.\">Guardian&#8217;\u0131n politikas\u0131n\u0131<\/a> okumalar\u0131n\u0131 \u00f6nerdi. Bu politikay\u0131 &#8220;yaln\u0131zca orijinal gazetecili\u011fin yarat\u0131lmas\u0131na ve da\u011f\u0131t\u0131m\u0131na katk\u0131da bulundu\u011fu yerde&#8221; kullanaca\u011f\u0131n\u0131 belirtiyor. Ayr\u0131ca <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.wired.com\/about\/generative-ai-policy\/\">Wired taraf\u0131ndan sunulan a\u00e7\u0131k ve ayr\u0131nt\u0131l\u0131 politika dergisini<\/a> de \u00f6neriyor.<\/li>\n<li>Teknik uzman kaynaklar\u0131 d\u00fczenli olarak kontrol ederek her hafta piyasaya s\u00fcr\u00fclen bir\u00e7ok yeni yapay zeka arac\u0131 hakk\u0131ndaki kafa kar\u0131\u015f\u0131kl\u0131\u011f\u0131n\u0131 ortadan kald\u0131rmak \u00f6nemli. A\u00e7\u0131klay\u0131c\u0131 bilgiler, nas\u0131l yap\u0131l\u0131r ve uyar\u0131lar sunan <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/simonwillison.net\/\">Simon Willison<\/a> Web G\u00fcnl\u00fc\u011f\u00fcn\u00fc takip etmeyi ve &#8220;yeni geli\u015fmelerin baz\u0131lar\u0131na ayak uyduracak bir insan kayna\u011f\u0131 bulmak \u00f6nemli \u00e7\u00fcnk\u00fc bunlar \u00e7ok h\u0131zl\u0131 ger\u00e7ekle\u015fiyor.&#8221; Muhabirler ayr\u0131ca gazetecilikle ilgili yapay zeka ara\u00e7lar\u0131 ve kaynaklar\u0131n\u0131n en son s\u00fcr\u00fcmlerini listeleyen <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/journaliststoolbox.ai\/whatsnew\/\">Journalist&#8217;s Toolbox AI&#8217;daki Yenilikler blogunu<\/a> da takip edebilirler.<\/li>\n<li>\u00dcretken yapay zeka ara\u00e7lar\u0131n\u0131n, normalde i\u015fe alm\u0131\u015f olabilece\u011finiz ger\u00e7ek ki\u015filerin i\u015fini elinden alabilece\u011fini unutmay\u0131n. Keegan, &#8220;Sanat\u0131 bir ill\u00fcstrat\u00f6re yapt\u0131racak durumdaysan\u0131z ve biraz sanat yaratmak i\u00e7in Midjourney&#8217;e atlamaya karar verirseniz, birinin \u00e7al\u0131\u015fmas\u0131na mal oluyorsunuz&#8221; diye uyard\u0131. &#8220;Ve bu programlar\u0131n pek \u00e7ok yarat\u0131c\u0131n\u0131n \u00e7al\u0131\u015fmalar\u0131ndan kar\u015f\u0131l\u0131ks\u0131z yararland\u0131\u011f\u0131n\u0131 unutmay\u0131n.&#8221; diyor.<\/li>\n<li>Yapay zeka ara\u00e7lar\u0131n\u0131 ara\u015ft\u0131rmalar\u0131n yay\u0131n a\u015famas\u0131nda de\u011fil \u00f6ncesinde kullan\u0131n ve \u00fcrettikleri her \u015feyi do\u011frulay\u0131n.<\/li>\n<\/ul>\n<p>Keegan, &#8220;Bu ara\u00e7lar gazetecili\u011fin yerine ge\u00e7emez ancak projelerinizi ger\u00e7ekten daha h\u0131zl\u0131 veya daha iddial\u0131 hale getirebilirler&#8221; diye a\u00e7\u0131klad\u0131. &#8220;Ancak bu modellerin baz\u0131lar\u0131nda \u015fok edici etik ba\u015far\u0131s\u0131zl\u0131klar var. Bunlar \u00e7ok tuhaf ara\u00e7lar, bir an muhte\u015fem oluyorlar sonra ya \u015fa\u015f\u0131rt\u0131c\u0131 derecede aptalca bir \u015fey buluyorlar ya da bir \u015feyler uyduruyorlar.\u201d<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/resources.ire.org\/tipsheets\/20240307-30382.pdf\">Veri Gazetecili\u011finizi G\u00fc\u00e7lendirmek i\u00e7in Yapay Zeka Odakl\u0131 Ara\u00e7lar, \u0130pu\u00e7lar\u0131 ve P\u00fcf Noktalar\u0131 konulu ayr\u0131 bir oturumunda d\u00f6rt uzman,<\/a> bu teknolojinin gazeteciler i\u00e7in avantajlar\u0131n\u0131 ve dezavantajlar\u0131n\u0131 tart\u0131\u015ft\u0131 ve rahatl\u0131kla tavsiye edebilecekleri ara\u00e7lar\u0131n k\u0131sa bir listesini payla\u015ft\u0131.<\/p>\n<p>Konu\u015fmac\u0131lar aras\u0131nda The Texas Tribune&#8217;un g\u00f6rsel gazetecilik genel yay\u0131n y\u00f6netmeni <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/darlacameron\/\">Darla Cameron<\/a> Minneapolis Star Tribune&#8217;de veri gazetecisi olan <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/jeffhargarten\/\">Jeff Hargarten<\/a>, MIT Technology Review&#8217;da gazeteci <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/junekim6\/\">June Kim<\/a> ve <a rel=\"noopener\" target=\"_blank\" href=\"http:\/\/journaliststoolbox.ai\/\">Journalist&#8217;s Toolbox.AI&#8217;<\/a>nin kurucusu veri gazetecili\u011fi e\u011fitmeni <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/mikereilley\/\">Mike Reilley<\/a>.<\/p>\n<div id=\"attachment_1536466\" style=\"width: 781px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/yz-arac.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1536466\" class=\"wp-image-1536466 size-full\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/yz-arac.png\" alt=\"Gazetecinin Ara\u00e7 Kutusu.AI. Resim: NICAR\" width=\"771\" height=\"361\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/yz-arac.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/yz-arac-336x157.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/yz-arac-768x360.png 768w\" sizes=\"auto, (max-width: 771px) 100vw, 771px\" \/><\/a><p id=\"caption-attachment-1536466\" class=\"wp-caption-text\">Gazetecinin Ara\u00e7 Kutusu.AI. Resim: NICAR<\/p><\/div>\n<p>Cameron, &#8220;Veri gazetecileri olarak, yapay zekan\u0131nkar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ger\u00e7ekten b\u00fcy\u00fck zorluklardan baz\u0131lar\u0131n\u0131 \u00f6l\u00e7eklendirmemize ve \u00e7\u00f6zmemize nas\u0131l yard\u0131mc\u0131 olabilece\u011fi konusunda heyecanl\u0131y\u0131m. Fakat teknoloji \u015firketlerinden s\u00fcrekli, &#8220;bu yapay zeka arac\u0131n\u0131 kullanmal\u0131s\u0131n\u0131z, daha iyi gazetecilik yapman\u0131za yard\u0131mc\u0131 olacakt\u0131r&#8221; ifadelerini duyuyoruz.\u00a0Biz gazeteciler gazetecilik ihtiya\u00e7lar\u0131m\u0131z\u0131n en iyi savunucular\u0131y\u0131z. \u0130htiya\u00e7lar\u0131m\u0131z\u0131n ne oldu\u011funu bize s\u00f6yleyecek sat\u0131c\u0131lara g\u00fcvenmek yerine, \u00f6ncelikle ihtiya\u00e7lar\u0131m\u0131z\u0131 tan\u0131mlayal\u0131m.\u201d<\/p>\n<p>NICAR konu\u015fmac\u0131lar\u0131 aras\u0131nda gazetecilerin genellikle ka\u00e7\u0131nmas\u0131 gereken yapay zeka kullan\u0131m durumlar\u0131 konusunda a\u015fa\u011f\u0131da yer alan ba\u015fl\u0131klarda fikir birli\u011fi vard\u0131:<\/p>\n<ul>\n<li>G\u00f6r\u00fcnt\u00fc olu\u015fturma veya yay\u0131nlanm\u0131\u015f ill\u00fcstrasyonlar.<\/li>\n<li>Hassas ve ki\u015fisel olarak tan\u0131mlay\u0131c\u0131 kaynak bilgileri i\u00e7eren ara\u00e7 y\u00fcklemeleri.<\/li>\n<li>Yay\u0131nlanan i\u00e7erikte kullan\u0131lan her t\u00fcrl\u00fc ifade.<\/li>\n<li>Telif hakk\u0131yla korunan \u00e7al\u0131\u015fmalardan yararlanan materyaller.<\/li>\n<li>Mevcut gazetecilik ara\u00e7lar\u0131n\u0131n zaten iyi yapt\u0131\u011f\u0131 g\u00f6revler &#8211; \u00f6rne\u011fin zaten <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/flourish.studio\/\">Flourish<\/a> veya <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.datawrapper.de\/\">Datawrapper<\/a>&#8216;\u0131n varsa AI grafik olu\u015fturma ara\u00e7lar\u0131n\u0131 kullanmak gibi.<\/li>\n<li>Kamuya a\u00e7\u0131klanmayan her t\u00fcrl\u00fc yapay zeka kullan\u0131m\u0131.<\/li>\n<\/ul>\n<p>Reilley, tarafl\u0131 sonu\u00e7 riskini azaltman\u0131n bir yolunun, yapay zeka sohbet robotlar\u0131na y\u00f6nelik y\u00f6nlendirmelerde \u00e7e\u015fitlilik ve yetkili kaynaklar talep etmek oldu\u011funu s\u00f6yledi. \u201cBir g\u00f6r\u00fcnt\u00fc olu\u015fturucudan hapishane mahkumlar\u0131n\u0131n g\u00f6r\u00fcnt\u00fclerini olu\u015fturmas\u0131n\u0131 isteyin, o da size farkl\u0131 \u0131rklardan insanlar sunacakt\u0131r. B\u00fcy\u00fck dil modellerinden (LLM) bir a\u015fk hikayesi yazmas\u0131n\u0131 isteyin, o da heteroseks\u00fcel bir a\u015fk hikayesi yazacakt\u0131r\u201d diye uyard\u0131. \u201cSpesifik olmal\u0131y\u0131z ve istemlerimizde \u00e7e\u015fitlilik ve do\u011fruluk talep etmeliyiz. Her \u015feyi detayl\u0131 \u015fekilde a\u00e7\u0131klay\u0131n.&#8221;<\/p>\n<aside>\u201c[GitHub CoPilot] hayat\u0131m\u0131 en \u00e7ok de\u011fi\u015ftiren yapay zeka arac\u0131d\u0131r. \u0130stedi\u011finiz herhangi bir kodu s\u00f6ylemesini sa\u011flayabilirsiniz.\u201d \u2014 Jeff Hargarten, Minneapolis Star Tribune veri muhabiri<\/aside>\n<p>Ancak konu\u015fmac\u0131lar ayr\u0131ca b\u00fcy\u00fck dil modelleri (LLM) sohbet robotlar\u0131n\u0131n ve ni\u015f yapay zeka ara\u00e7lar\u0131n\u0131n, \u00f6zellikle kod ve da\u011f\u0131n\u0131k veri kaynaklar\u0131n\u0131n al\u0131nmas\u0131 konusunda ara\u015ft\u0131rmalar\u0131na nas\u0131l yard\u0131mc\u0131 oldu\u011funa dair \u00e7ok say\u0131da \u00f6rnek de s\u0131ralad\u0131.<\/p>\n<p>Hargarten, &#8220;10 y\u0131ll\u0131k veri gazetecili\u011finde, zaman\u0131m\u0131n %60&#8217;\u0131n\u0131n sorun gidermeye ve bu ara\u00e7lardan baz\u0131lar\u0131n\u0131n saniyeler i\u00e7inde sizin i\u00e7in yapabilece\u011fi kodlama \u00e7\u00f6z\u00fcmleri ve veri analizi \u00e7\u00f6z\u00fcmlerini bulmaya \u00e7al\u0131\u015fmakla ge\u00e7ti\u011fini rahatl\u0131kla s\u00f6yleyebilirim. Gazetecili\u011fe daha \u00e7ok, teknolojiye daha az odaklanabiliyorum.&#8221;<\/p>\n<p>Panelistlerin \u00f6nerdi\u011fi yapay zeka ara\u00e7lar\u0131ndan baz\u0131lar\u0131 \u015funlard\u0131r.<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/join.rolliapp.com\/information-tracer\">Rolli Bilgi \u0130zleyici<\/a> ve <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/rolliapp.com\/\">Rolliapp<\/a><\/p>\n<p>Gazeteciler i\u00e7in olu\u015fturulan Rolli ara\u00e7lar\u0131, proje verilerini g\u00fcvende tutarken temel zorluklar\u0131 \u00e7\u00f6zmek i\u00e7in yapay zeka teknolojisini kullan\u0131yor.<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.icfj.org\/leap\">Uluslararas\u0131 Gazeteciler Merkezi&#8217;nin LEAP \u0130novasyon Laboratuvar\u0131<\/a> ile i\u015f birli\u011fi i\u00e7inde olu\u015fturulan yeni Rolli Information Tracer, sosyal medyadaki dezenformasyon kampanyalar\u0131n\u0131 takip etmek i\u00e7in algoritmalar kullan\u0131yor. Site, koordinasyonu tespit etme yakla\u015f\u0131m\u0131n\u0131 \u015fu \u015fekilde a\u00e7\u0131kl\u0131yor: &#8220;\u00c7evrim i\u00e7i kampanyalar\u0131n ard\u0131ndaki orijinal olmayan davran\u0131\u015flar\u0131 belirlemek i\u00e7in bir dizi teknik sinyal geli\u015ftiriyoruz. D\u00fcnya \u00e7ap\u0131ndaki yanl\u0131\u015f bilgi anlat\u0131lar\u0131n\u0131 izlemek i\u00e7in ara\u015ft\u0131rma kurumlar\u0131 ve insani yard\u0131m kurulu\u015flar\u0131yla birlikte \u00e7al\u0131\u015f\u0131yoruz.&#8221;<\/p>\n<p>Reilley, &#8220;Rolli i\u00e7in ger\u00e7ekten heyecanl\u0131y\u0131. &#8220;Information Tracer, her t\u00fcrl\u00fc dezenformasyon yay\u0131c\u0131y\u0131 takip ediyor ve bu, \u015fu anda b\u00fcy\u00fck bir se\u00e7im y\u0131l\u0131nda ger\u00e7ekten \u00f6nemli. Ayr\u0131ca analizi hesap d\u00fczeyine kadar b\u00f6lecek, bunun bir bot olup olmad\u0131\u011f\u0131n\u0131 ve hangi \u00fclkeden geldi\u011fini g\u00f6rebilece\u011finiz baz\u0131 teknolojiler de ekliyor. \u00c7ok haval\u0131.&#8221;<\/p>\n<p>\u201cBir y\u0131ll\u0131k &#8216;bas\u0131n kart\u0131&#8217; \u00fccretsiz plan\u0131na kaydolun. Sizden bir kod isterse \u2018JOURNOAI\u2019yi girin.\u201d<\/p>\n<p>Reilley, Rolliapp&#8217;\u0131n yararl\u0131 bir uzman arama veritaban\u0131 sa\u011flad\u0131\u011f\u0131n\u0131 ve muhabirlerin son tarihlerde uzman kaynaklara ba\u011flanmas\u0131na yard\u0131mc\u0131 oldu\u011funu s\u00f6yledi.<\/p>\n<p><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1536534\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39.png\" alt=\"\" width=\"1522\" height=\"822\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39.png 1522w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39-336x181.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39-771x416.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-03-39-768x415.png 768w\" sizes=\"auto, (max-width: 1522px) 100vw, 1522px\" \/>Rolliapp AI<\/a><\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/gptexcel.uk\/\">GPT Excel<\/a><\/p>\n<p>Hargarten, \u201cBu ara\u00e7 Excel form\u00fclleri yazman\u0131za yard\u0131mc\u0131 olmak i\u00e7in var,\u201d diye a\u00e7\u0131klad\u0131. \u201c\u015eimdiye kadar kulland\u0131\u011f\u0131m en karma\u015f\u0131k form\u00fcllerden baz\u0131lar\u0131n\u0131 ortaya \u00e7\u0131kar\u0131yor, bunlar\u0131 kendim yapmaya \u00e7al\u0131\u015fsam yazmam saatlerimi al\u0131rd\u0131. Basit oldu\u011fu ve \u00e7ok fazla komut gerektirmedi\u011fi i\u00e7in ho\u015fuma gidiyor. Airtable ve Google Sheets i\u00e7in de ayarlar\u0131 var. Aksi takdirde derinlemesine bir kurumsal ara\u015ft\u0131rmay\u0131 yava\u015flatacak olan son derece rahats\u0131z edici sorun giderme i\u015flemlerinin \u00e7o\u011funu atl\u0131yor.\u201d<a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1536561\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36.png\" alt=\"\" width=\"1505\" height=\"753\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36.png 1505w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36-336x168.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36-771x386.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-18-36-768x384.png 768w\" sizes=\"auto, (max-width: 1505px) 100vw, 1505px\" \/><\/a><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vQ5AsqOiHScmxM-H-wwPbyv2dJOCUgKW-Oc9H6MRjgsmdPuEb1OJVilRiu7nko5htHkJOu1gqpI0Rkr\/pub?start=false&amp;loop=false&amp;delayms=3000&amp;slide=id.g2bb170a8a4d_0_220\">GPTExcel Arac\u0131 Ekran G\u00f6r\u00fcnt\u00fcs\u00fc<\/a> \/NICAR<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/features\/copilot?ef_id=_k_CjwKCAjwxLKxBhA7EiwAXO0R0Kx6kf4HBDLi2DCfUfzHXKr0LCU0QIVCLv5CVHovA-qOTiJvJTml6RoCdOAQAvD_BwE_k_&amp;OCID=AIDcmmc3fhtaow_SEM__k_CjwKCAjwxLKxBhA7EiwAXO0R0Kx6kf4HBDLi2DCfUfzHXKr0LCU0QIVCLv5CVHovA-qOTiJvJTml6RoCdOAQAvD_BwE_k_&amp;gad_source=1&amp;gclid=CjwKCAjwxLKxBhA7EiwAXO0R0Kx6kf4HBDLi2DCfUfzHXKr0LCU0QIVCLv5CVHovA-qOTiJvJTml6RoCdOAQAvD_BwE\">GitHub CoPilot<\/a><\/p>\n<p>Hargarten, \u201cBu, hayat\u0131m\u0131 en \u00e7ok de\u011fi\u015ftiren yapay zeka arac\u0131,\u201d diye devam etti. \u201c\u0130stedi\u011finiz herhangi bir kodu \u00fcretmesini isteyebilirsiniz. Sadece kaz\u0131mak istedi\u011fim URL&#8217;yi ve HTML yap\u0131 sayfas\u0131n\u0131n bir \u00f6rne\u011fini girerek Python kaz\u0131y\u0131c\u0131lar\u0131 yazmak i\u00e7in kulland\u0131m ve \u00e7ok az d\u00fczenleme gerektirerek hemen neredeyse kusursuz bir kaz\u0131y\u0131c\u0131 olu\u015fturdu. Ayr\u0131ca karma\u015f\u0131k Mapbox sorunlar\u0131n\u0131 da giderebiliyor.\u201d<\/p>\n<p>\u201cArkas\u0131nda GitHub&#8217;\u0131n tamam\u0131 var ve \u015fu ana kadar verdi\u011fim hi\u00e7bir \u015fey onu \u015fa\u015f\u0131rtmad\u0131.\u201d<\/p>\n<p>Keegan da ayn\u0131 fikirde: \u201cGitHub Copilot, gazetecilerin bug\u00fcn kullanmaya ba\u015flayabilece\u011fi harika ara\u00e7lardan biri. G\u00fczel bir ara\u00e7 k\u00fc\u00e7\u00fck bir pencereyi \u00e7a\u011f\u0131rabiliyorsunuz, komutunuzu yaz\u0131yorsunuz ve o da size kodu veriyor.\u201d<\/p>\n<p>Konu\u015fmac\u0131lar, arac\u0131 kullanman\u0131n gazetecilerin kodlama becerilerini \u00f6\u011frenmelerine de yard\u0131mc\u0131 oldu\u011funu s\u00f6yledi. GitHub Copilot&#8217;taki deneme s\u00fcr\u00fcmleri \u00fccretsiz, ard\u0131ndan ayl\u0131k 10 dolar \u00fccret al\u0131n\u0131yor.<\/p>\n<p><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1536584\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02.png\" alt=\"\" width=\"1523\" height=\"775\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02.png 1523w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02-336x171.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02-771x392.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/2024-05-28_13-19-02-768x391.png 768w\" sizes=\"auto, (max-width: 1523px) 100vw, 1523px\" \/><\/a><\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vQ5AsqOiHScmxM-H-wwPbyv2dJOCUgKW-Oc9H6MRjgsmdPuEb1OJVilRiu7nko5htHkJOu1gqpI0Rkr\/pub?start=false&amp;loop=false&amp;delayms=3000&amp;slide=id.g2bb170a8a4d_0_220\">Github CoPilot Yapay Zeka Arac\u0131<\/a> -NICAR<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/openai.com\/chatgpt\">ChatGPT<\/a> veya <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/claude.ai\/login?returnTo=%2F%3F\">Claude<\/a> ya da veya hangi b\u00fcy\u00fck dil modeli (LLM) giri\u015f g\u00f6revi i\u00e7in daha iyi oldu\u011funu kan\u0131tl\u0131yorsa.<\/p>\n<p>Reilley, &#8220;Veri \u00f6\u011frencilerimle b\u00fcy\u00fck dil modelleri (LLM&#8217;ler) kulland\u0131\u011f\u0131mda, onlardan \u00fc\u00e7\u00fcn\u00fc kullanmalar\u0131n\u0131 ve hangisinin bu g\u00f6rev i\u00e7in en iyi oldu\u011funu g\u00f6rmek i\u00e7in birbirleriyle kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131 istiyorum&#8221; diye a\u00e7\u0131klad\u0131.<\/p>\n<p>Hargarten, &#8220;ChatGPT&#8217;yi te\u015fvik etmenin bir sanat\u0131 var ve kesinlikle b\u00fcy\u00fck ve geni\u015f bir ara\u00e7. Baz\u0131 konularda iyi, baz\u0131lar\u0131nda de\u011fil. Fakat sonu\u00e7ta dile dayal\u0131 oldu\u011fu s\u00fcrece hemen hemen her \u015feyin bir versiyonunu yapabilir. Bunu, do\u011fru mevzuata ve her \u015feye at\u0131fta bulunarak, do\u011fru formatta m\u00fckemmel kamuya a\u00e7\u0131k belge talepleri olu\u015fturmak i\u00e7in kullan\u0131yorum. Bazen ad\u0131m\u0131 bile imzalay\u0131p ki\u015filerime giriyor. Bu da elbette korkutucu.\u201d<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.perplexity.ai\/\">Perplexity<\/a><\/p>\n<p>Bu yeni sohbet aray\u00fcz\u00fc, karma\u015f\u0131k veya al\u0131\u015f\u0131lmad\u0131k konular i\u00e7in m\u00fckemmel bir ara\u00e7 olarak NICAR 2024&#8217;teki bir\u00e7ok deneyimli ara\u015ft\u0131rmac\u0131 gazeteciyi etkiledi. Do\u011frudan do\u011frulanm\u0131\u015f bir veri kayna\u011f\u0131 olmasa da, karma\u015f\u0131k ara\u015ft\u0131rma sorular\u0131na k\u0131sa ve \u00e7o\u011funlukla g\u00fcvenilir yan\u0131tlar\u0131n yan\u0131 s\u0131ra yetkili kaynaklar\u0131n se\u00e7ilmi\u015f listelerini ve yararl\u0131 \u00f6nerilen takip sorular\u0131n\u0131 sa\u011fl\u0131yor. Di\u011fer baz\u0131 yapay zeka ara\u00e7lar\u0131n\u0131n aksine, ilk kullan\u0131c\u0131lar\u0131na g\u00f6re sizi g\u00f6t\u00fcrmek istedi\u011fi yere de\u011fil, gitmek istedi\u011finiz yere g\u00f6t\u00fcrme e\u011filiminde.<\/p>\n<p>CUNY&#8217;nin Craig Newmark Gazetecilik Y\u00fcksekokulu \u00f6\u011fretim ve \u00f6\u011frenim direkt\u00f6r\u00fc <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/jeremycaplan\">Jeremy Caplan<\/a>, &#8220;Perplexity size al\u0131nt\u0131lar ve ilgili devam eden sorularla karma\u015f\u0131k sorular\u0131 anlama yetene\u011fi veriyor&#8221; dedi. &#8220;\u00c7ok g\u00fczel bir \u015fekilde olu\u015fturulmu\u015f, \u00e7ok spesifik \u00f6rnekler veriyor ve h\u0131zl\u0131 bir \u015fekilde h\u0131zlanmak i\u00e7in \u00e7ok kullan\u0131\u015fl\u0131 bir ara\u00e7.&#8221;<\/p>\n<p>Caplan \u015funlar\u0131 ekledi: &#8220;Ger\u00e7ekten ho\u015fuma giden \u015fey, takip edilecek bir dizi soru sunmas\u0131. Herhangi bir a\u015famada do\u011frulama yetene\u011fini korurken, yava\u015f yava\u015f bir konu hakk\u0131nda giderek daha zengin bir anlay\u0131\u015f kazan\u0131rs\u0131n\u0131z.&#8221;<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/github.com\/Mozilla-Ocho\/llamafile\">Llamafile: <\/a>Diz\u00fcst\u00fc Bilgisayar\u0131n\u0131z i\u00e7in &#8216;Yerel Yapay Zeka&#8217;<\/p>\n<aside>\u201c[Llamafile], bilgisayar\u0131n\u0131zda sohbet aray\u00fcz\u00fcne sahip ba\u011f\u0131ms\u0131z bir b\u00fcy\u00fck dil modeli (LLM) olan tek bir y\u00fcr\u00fct\u00fclebilir dosyaya sahip olman\u0131z\u0131 sa\u011flar. Hi\u00e7bir \u015fekilde internet ba\u011flant\u0131s\u0131na ihtiya\u00e7 duymuyor.\u201d \u2014 Jon Keegan<\/aside>\n<p>Ticari b\u00fcy\u00fck dil modeli (LLM) sohbet robotlar\u0131yla ilgili en b\u00fcy\u00fck endi\u015felerden biri, bu bulut tabanl\u0131 hizmetlerdeki kaynak verilerinin g\u00fcvenli\u011fi konusundaki belirsizlik, di\u011feri ise ki\u015fisel kontrol\u00fcn eksikli\u011fidir.<\/p>\n<p>Ger\u00e7ek bir teknoloji harikas\u0131 olan Mozilla \u0130novasyon Projesi, farkge dil modelinin (LLM) <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/future.mozilla.org\/news\/introducing-llamafile\/\">tamamen \u00e7evrimd\u0131\u015f\u0131<\/a> olarak, tek bir bilgisayarda veya USB bellekte do\u011frudan kontrol\u00fcn\u00fcz alt\u0131nda saklanmas\u0131na olanak tan\u0131yan a\u00e7\u0131k kaynakl\u0131 bir \u00e7\u00f6z\u00fcm geli\u015ftirdi.<\/p>\n<p>Ara\u00e7 uzman\u0131 Simon Willison, <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/simonwillison.net\/2023\/Nov\/29\/llamafile\/\">blog incelemesinde<\/a> Llamafile&#8217;\u0131n asl\u0131nda &#8220;ChatGPT&#8217;nin kendi yerel kopyan\u0131z&#8221; gibi oldu\u011funu s\u00f6yledi.<\/p>\n<p>&#8220;Bu, indirebilece\u011finiz ve (neredeyse) herhangi bir bilgisayarda sonsuza kadar kullanabilece\u011finiz tek bir ikili dosyad\u0131r&#8221; diye yazd\u0131. \u201cA\u011f ba\u011flant\u0131s\u0131na ihtiyac\u0131n\u0131z yok. Bu dosyay\u0131 bir USB belle\u011fe yap\u0131\u015ft\u0131r\u0131n ve gelecekteki k\u0131yamete kar\u015f\u0131 sigorta olarak \u00e7ekmecede saklay\u0131n. Bir daha asla dil modelinden mahrum kalmayacaks\u0131n\u0131z.\u201d<\/p>\n<p>Keegan \u015funlar\u0131 s\u00f6yledi: &#8220;Bu ara\u00e7 di\u011fer insanlar\u0131n \u00e7al\u0131\u015fmalar\u0131 \u00fczerine in\u015fa edilmi\u015f ancak bilgisayar\u0131n\u0131zda sohbet aray\u00fcz\u00fcne sahip ba\u011f\u0131ms\u0131z bir b\u00fcy\u00fck dil modeli (LLM) olan tek bir y\u00fcr\u00fct\u00fclebilir dosyaya sahip olman\u0131za olanak tan\u0131r. Hi\u00e7bir \u015fekilde \u0130nternet ba\u011flant\u0131s\u0131na ihtiya\u00e7 duymuyor.\u201d<\/p>\n<p>Keegan, ba\u015flang\u0131\u00e7ta 4 gigabaytl\u0131k bir flash s\u00fcr\u00fcc\u00fcn\u00fcn b\u00fcy\u00fck dil modeli (LLM)\u00a0 \u00f6l\u00e7ekli bilgi i\u015flem g\u00fcc\u00fc tutabilece\u011fine inanman\u0131n zor oldu\u011funu itiraf ediyor ancak bunun &#8220;vekt\u00f6rle\u015ftirme&#8221; gibi karma\u015f\u0131k s\u00fcre\u00e7lerle etkinle\u015ftirildi\u011fini ve iyi \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 s\u00f6yl\u00fcyor. &#8220;Bunu, etraftaki bilgiler konusunda kendinizi daha g\u00fcvende hissetmek i\u00e7in kullanabilirsiniz.&#8221;<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.commons-project.com\/about#:~:text=Commons%20is%20an%20AI%2Ddriven,regulation%20posted%20on%20Regulations.gov.\">Commons Projesi<\/a> (ABD): Gazetecilerin Haz\u0131rlad\u0131\u011f\u0131 Yapay Zeka Ara\u00e7lar\u0131na Bir \u00d6rnek<\/p>\n<aside>&#8220;Kendi arac\u0131m\u0131z\u0131 geli\u015ftirmeden \u00f6nce, bu b\u00fcy\u00fck yapay zeka ara\u00e7lar\u0131n\u0131n hangi spesifik kusurlara sahip oldu\u011funu tam olarak anlamam\u0131\u015ft\u0131k.&#8221; \u2014 June Kin, MIT Technology Review gazetecili\u011fi \u00fcyesi<\/aside>\n<p>Yeni Commons Project arac\u0131, ABD ile s\u0131n\u0131rl\u0131 olmakla birlikte, \u00e7o\u011fu \u00fclkedeki veri gazetecilerinin, h\u00fck\u00fcmet web sitelerini ayr\u0131\u015ft\u0131rmak amac\u0131yla kendi veri ara\u00e7lar\u0131n\u0131 olu\u015fturmak i\u00e7in yapay zeka sohbet aray\u00fczlerini nas\u0131l kullanabilece\u011fini g\u00f6steriyor. Gazeteciler, vatanda\u015flar\u0131n h\u00fck\u00fcmet d\u00fczenlemeleri hakk\u0131nda s\u00f6ylediklerinden olu\u015fan geni\u015f ABD ar\u015fivini incelemek i\u00e7in bir yapay zeka arac\u0131 geli\u015ftirdi. Ara\u00e7 Columbia \u00dcniversitesi Gazetecilik Y\u00fcksek Okulu ile Stanford M\u00fchendislik Okulu aras\u0131ndaki i\u015f birli\u011fiyle in\u015fa edildi.<\/p>\n<p>Kin, &#8220;Bu, GPT taraf\u0131ndan desteklenen ve gazetecilerin, Reg\u00fclasyonlar.gov&#8217;da yay\u0131nlanan federal d\u00fczenlemelerle ilgili kamuya a\u00e7\u0131k yorumlar\u0131 incelemesine yard\u0131mc\u0131 olan bir ara\u00e7&#8221; diye a\u00e7\u0131klad\u0131. &#8220;E\u011fer adliye muhabiriyseniz, insanlar\u0131n yeni d\u00fczenlemeler hakk\u0131nda ne s\u00f6yledi\u011fini bilmek istersiniz. Veriler mevcut ancak 200.000 yorumu elemek zor. Bu ara\u00e7 \u015fu gibi sorular\u0131 yan\u0131tlaman\u0131za yard\u0131mc\u0131 olur: &#8216;EPA&#8217;n\u0131n yeni emisyon d\u00fczenlemesi hakk\u0131nda en \u00e7ok hangi kurulu\u015flar yorum yap\u0131yor?'&#8221;<\/p>\n<p>Arac\u0131n bak\u0131m\u0131n\u0131 yapan Kin, ara\u00e7 geli\u015ftiricisi olarak daha \u00f6nce hi\u00e7bir ki\u015fisel deneyiminin olmad\u0131\u011f\u0131n\u0131 s\u00f6yledi. Sistemi olu\u015fturma s\u00fcrecinin, b\u00fcy\u00fck dil modeli (LLM) yard\u0131mc\u0131lar\u0131n\u0131n hem g\u00fcc\u00fcn\u00fc hem de \u015fa\u015f\u0131rt\u0131c\u0131 s\u0131n\u0131rlar\u0131n\u0131 ortaya \u00e7\u0131kard\u0131\u011f\u0131n\u0131 ve ayr\u0131ca ticari YZ dili geli\u015ftiricileri ile do\u011frudan ileti\u015fim kurma ihtiyac\u0131n\u0131 ortaya \u00e7\u0131kard\u0131\u011f\u0131n\u0131 s\u00f6yledi.<\/p>\n<div id=\"attachment_1536621\" style=\"width: 781px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/Commons-Project-771x369-1.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1536621\" class=\"size-full wp-image-1536621\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/Commons-Project-771x369-1.png\" alt=\"\" width=\"771\" height=\"369\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/Commons-Project-771x369-1.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/Commons-Project-771x369-1-336x161.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/05\/Commons-Project-771x369-1-768x368.png 768w\" sizes=\"auto, (max-width: 771px) 100vw, 771px\" \/><\/a><p id=\"caption-attachment-1536621\" class=\"wp-caption-text\"><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vQ5AsqOiHScmxM-H-wwPbyv2dJOCUgKW-Oc9H6MRjgsmdPuEb1OJVilRiu7nko5htHkJOu1gqpI0Rkr\/pub?start=false&amp;loop=false&amp;delayms=3000&amp;slide=id.g2bb170a8a4d_0_220\">Commons Project AI arac\u0131.<\/a> Resim: NICAR<\/p><\/div>\n<p>\u201cGeli\u015ftiricilerle konu\u015fun: &#8216;Bunu nas\u0131l yapt\u0131n? Sorunlar neler?&#8221; diye tavsiyede bulundu. &#8220;Kendi arac\u0131m\u0131z\u0131 geli\u015ftirmeden \u00f6nce bu b\u00fcy\u00fck yapay zeka ara\u00e7lar\u0131n\u0131n hangi spesifik kusurlara sahip oldu\u011funu tam olarak anlamam\u0131\u015ft\u0131k.&#8221;<\/p>\n<p>Cameron \u015funu ekliyor: &#8220;Sonu\u00e7ta, bu \u015feylerin gazeteciler i\u00e7in g\u00fcvenilir olmas\u0131 ve materyalin telif hakk\u0131yla korunmad\u0131\u011f\u0131 konusunda rahat olmam\u0131z i\u00e7in biz gazeteciler b\u00fcy\u00fck ihtimalle kendi yapay zeka alanlar\u0131m\u0131z\u0131 yaratmam\u0131z gerekecek.&#8221;<\/p>\n<hr \/>\n<p><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2023\/02\/336x336-staff-profile-photo-Rowan-Philp.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1398708 alignleft\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2023\/02\/336x336-staff-profile-photo-Rowan-Philp.png\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2023\/02\/336x336-staff-profile-photo-Rowan-Philp.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2023\/02\/336x336-staff-profile-photo-Rowan-Philp-140x140.png 140w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/a><br \/>\n<a href=\"https:\/\/gijn.org\/staff-member\/rowan-philp\/\">Rowan Philp<\/a>, GIJN&#8217;in k\u0131demli muhabiridir. Kendisi daha \u00f6nce G\u00fcney Afrika&#8217;daki Sunday Times gazetesinin ba\u015f muhabiriydi. D\u00fcnya \u00e7ap\u0131nda iki d\u00fczineden fazla \u00fclkeden haberler, siyaset, yolsuzluk ve \u00e7at\u0131\u015fmalar hakk\u0131nda haber yapt\u0131.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024 NICAR konferans\u0131nda veri uzmanlar\u0131, yapay zekan\u0131n haber odalar\u0131nda ne zaman ve nas\u0131l kullan\u0131lmas\u0131n\u0131n uygun olaca\u011f\u0131 sorusunu tart\u0131\u015ft\u0131.<\/p>\n","protected":false},"author":3031167,"featured_media":1536595,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"republication-tracker-tool-hide-widget":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"categories":[23206],"tags":[23345,24664,23630,24667,24665,24668,19690,22514,24666],"gijn_topic":[],"series":[],"gijn_language":[],"gijn_region":[],"class_list":["post-1536593","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hikayeler","tag-ai-tr","tag-buyuk-dil-modeli","tag-dogal-dil-isleme","tag-kod","tag-llm","tag-nicar-tr","tag-veri-gazeteciligi-tr","tag-yapay-zeka-tr","tag-yazilim"],"acf":[],"ticketed":false,"_links":{"self":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1536593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/users\/3031167"}],"replies":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/comments?post=1536593"}],"version-history":[{"count":5,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1536593\/revisions"}],"predecessor-version":[{"id":1536650,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1536593\/revisions\/1536650"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media\/1536595"}],"wp:attachment":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media?parent=1536593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/categories?post=1536593"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/tags?post=1536593"},{"taxonomy":"gijn_topic","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_topic?post=1536593"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/series?post=1536593"},{"taxonomy":"gijn_language","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_language?post=1536593"},{"taxonomy":"gijn_region","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_region?post=1536593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}