Oracle Gece Arastirma — 2026-04-26

Curado por Mahsum Aktaş · Escaneo diario automatizado del sector de IA

Oracle Gece Arastirma — 2026-04-26

Otomatik derleme | v3 pipeline | son 3 gun ana haberleri tekrar edilmeden | kaynak URL zorunlu secim

Gunun Ozeti

Bugunun ana resmi, son uc gundeki GPT-5.5, DeepSeek V4, Google–Anthropic compute ittifaki ve MCP-function hijacking tekrarindan farkli olarak AI'nin guvenlik operasyonlarina iki yonlu sokulmasi: bir yanda AI ile vulnerability discovery/remediation urunlesiyor, diger yanda agent runtime ve AI builder katmanlari yeni saldiri yuzeyi uretiyor. Anthropic'in Project Glasswing/Mozilla isbirligi, OpenAI Codex Security preview'i ve GitHub Security Lab Taskflow Agent'i savunma tarafini guclendirirken; Flowise CVSS 10.0 RCE, Claude Code leak etrafindaki malware dalgasi, README prompt injection ve AI agent data leak haberleri “agent guvenligi”nin artik paper basligi degil, production incident sinifi oldugunu gosteriyor. Kaynaklar: https://www.anthropic.com/glasswing | https://news.google.com/rss/articles/CBMickFVX3lxTE1EQUg5U2VkQmtrZ20tQU1NZVF2ZEpTN3g4QXBmYkFRVWt2eDFtRE1KRWhMQWY5cTc3MXJIdks5M01HS0hscFV6ZGE5V3pMaW16R1NpWVZLSkVSVERmby1SeGIzMVZwUGR2YnpiS1AtVGZQUQ?oc=5 | https://news.google.com/rss/articles/CBMiqwFBVV95cUxNT3l4eWEwQ3NfTE1tNWUxWjZIaE5ZT3ZCWG81TnBBSXNUTzNKYzJKZmYtS09HMDh0OUVKclprUW4tclJqa0daZE41cjBvNng0RnViRmtCRm5WZXZiOWUyRHNoUmowTC1SRnRTUkg2djJQUmdEMElwaHBXVDBObDlkYnJQS3VEcHFHam1WazBYeGVONXBLM3hZcDRjcExjbXN5SmptMURtRWk3WlE?oc=5 | https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5 | https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5

Ikinci eksen, agentlerin kurum icine gomulmesinin kamu, finans ve enterprise tarafinda gercek operasyon hedeflerine baglanmasi. BAE'nin iki yil icinde kamu operasyonlarinin yarisini autonomous AI agents'a tasima hedefi, Citi Wealth'in Google Cloud/DeepMind teknolojileriyle AI takim uyesi “Citi Sky”i duyurmasi, Deloitte'un Gemini Enterprise agentic transformation practice'i ve Claude'un Uber/Spotify/TurboTax gibi entegrasyonlarla gunluk islere acilmasi, agentlerin chatbot olmaktan cikarak yetki, audit, veri erisimi ve sorumluluk tasiyan is akisi aktorlerine donustugunu gosteriyor. Kaynaklar: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/ | https://news.google.com/rss/articles/CBMijwJBVV95cUxQSE5WX3BDRHM2cUN5TGtRd3dDd1Z2d3RCZlhWYnc3NV9EbjZRQ2QxSzdRc21JZVVuQ3NOR3RLYk9OdTZfTS1UWjRQdDZaUmNqclJaMTBIenBxVU1CYnN0NHQtWVZLQjF5cFFjRE9GaHItWEhpMmx0alRFWVZlZXN3RFRMZ29rYVpnY2dxYmNza1huOHdFMEtVMjByWFFvSU9iOEZRbDlwbE9mRjNXdklxdTNWOXViNUJFYjhDSWZJOERZZzgwY2NrVHI4X3NQMUN6NmhaSTRYVnAxSFRqZ28yM0JCSmM3TVltbGVhbm9uNXBCdXdKQVVzNDFFNExWV184c3ZmVEo0dElPRXBYZzlj?oc=5 | https://news.google.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?oc=5 | https://www.donanimhaber.com/claude-ucuncu-taraf-entegrasyonlarla-yeteneklerini-genisletiyor--204906

Ucuncu eksen, compute ve egemen model kapasitesinin bolgesellesmesi. Maine valisinin data center moratorium tasarisini veto etmesi, neocloud hisseleri ve data center riskinin yatirim narratifine girmesi, Thinking Machines'in distributed fine-tuning API'si Tinker'i cikarmasi ve Sarvam/T3 AI/ALLaM/Sahabat-AI gibi bolgesel LLM duyurulari, AI yarismasinin sadece frontier lab'larda degil; eyalet izinleri, ulusal dil modelleri, fine-tuning altyapisi ve enerji/politika kabulleri uzerinde ilerledigini gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/ | https://news.google.com/rss/articles/CBMixwFBVV95cUxPREs3ZWRpVzEtOXdNNWFnV3ZtRG9TQjYzWHJFSmtoelZubXNZRmh5U0w5WnJETGFHR1VTTlNlcHdYeWI5RXd2ak1kaUlaRHpVVy1iUUIwd3llX1M4RDdKcXVhVWZNYkdFV1dVWHBodUhUMVJKRDNLdGJlN1lRbGluTUZtYlVRajE4Zk5XNjk1eEVKRXVFRV96YUFITE9BazlpTnluR1B5S25YQzVPU2UwMnhEMXpPMFpMY2hOTkhVTUl0MlVpWG1B?oc=5 | https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5 | https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5

Top 7

1. AI vulnerability discovery/remediation savunma stack'i urunlesiyor. Anthropic Project Glasswing ve Mozilla ortakligi, OpenAI Codex Security ve GitHub Taskflow Agent ayni hatta: frontier modeller artik sadece kod yazmayacak, kritik yazilim supply-chain'ini tarayan savunma yardimcilarina da donusecek. Kaynaklar: https://www.anthropic.com/glasswing | https://news.google.com/rss/articles/CBMiYEFVX3lxTFA1WFZERlVLOWlOVkZuZlhYdUxXbmFUTmg2NFJVbUg5U19Zam5XcTRScEtYWURBd0NNeGFJTTc2cTItTWhXYTBNQ2FiMmtJT2xqWExtVDR4TDBzUXJyeGhvUg?oc=5 | https://news.google.com/rss/articles/CBMickFVX3lxTE1EQUg5U2VkQmtrZ20tQU1NZVF2ZEpTN3g4QXBmYkFRVWt2eDFtRE1KRWhMQWY5cTc3MXJIdks5M01HS0hscFV6ZGE5V3pMaW16R1NpWVZLSkVSVERmby1SeGIzMVZwUGR2YnpiS1AtVGZQUQ?oc=5 | https://news.google.com/rss/articles/CBMivAFBVV95cUxPZ3hQRG5PbzRaQlVPTHdlMlVhdVpKTkhVbWF4aC02T1JCcEJTbUQ1VFd2UTZPaEdjOG95dUpFTUNjeWc4bl9HUHVkaTRYMjlCR2hXMU1aNkp6VVBVY0xWZ2Q5UVlhVEgxbnVrX0tvNzctTDJNSnluZnh6RGw1RmZ6UTRmaDVyTENaOUxFREpNY1IzOTVSbWRiNEh6Ui1mN3IwYlpHM1JYYmlQd2lSQnBrR3YxNlgwcXA5cG1qbw?oc=5
2. AI agent platformlari gercek saldiri altinda: Flowise active RCE ve README prompt injection, agent builder ekosisteminin en zayif halkasini gosteriyor. Onceki gunun MCP paper'lari teorik/akademik sinyaldi; bugun kaynaklar production exploit ve veri sizdirma vakalarina dondu. Kaynaklar: https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5 | https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5 | https://news.google.com/rss/articles/CBMigAFBVV95cUxPVkhPS2FwYmhDTjl0QkZDS2M1dXpTdE42VkVCNk9TTWYwN01ZMFYxa0JpaW8yY0NaUjA4SjNhTzVIVTJRNGJEYjdMbVZqNmVXa0Q2WjYxZHhBajJpYzI1T3FjUDRWNTRfMDQ4UHNWU0EtcTBzNlZjX25XNDVhR0RzaA?oc=5
3. Thinking Machines'in ilk urunu Tinker, frontier startup anlatısını model lansmanindan distributed fine-tuning API'sine cekti. Bu, foundation model sirketlerinin “tam model” yerine egitim/fine-tuning altyapisini developer urunune cevirmesi acisindan kritik. Kaynak: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5
4. BAE, kamu operasyonlarinin %50'sini autonomous AI agents'a tasima hedefiyle agent governance'i devlet operasyonu meselesi haline getirdi. Bu haber, agentlerin enterprise productivity disina cikarak kamu hizmeti, sorumluluk ve denetim katmanina girdigini gosteriyor. Kaynak: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/
5. Maine data center moratorium vetosu, AI compute buyumesinin eyalet/yerel izin siyasetinde belirleyici cepheye dondugunu gosteriyor. “Compute savasi” artik sadece chip/para degil; enerji, arazi, su, topluluk rızasi ve moratorium siyasetinden geciyor. Kaynaklar: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/ | https://news.google.com/rss/articles/CBMxwFBVV95cUxPREs3ZWRpVzEtOXdNNWFnV3ZtRG9TQjYzWHJFSmtoelZubXNZRmh5U0w5WnJETGFHR1VTTlNlcHdYeWI5RXd2ak1kaUlaRHpVVy1iUUIwd3llX1M4RDdKcXVhVWZNYkdFV1dVWHBodUhUMVJKRDNLdGJlN1lRbGluTUZtYlVRajE4Zk5XNjk1eEVKRXVFRV96YUFITE9BazlpTnluR1B5S25YQzVPU2UwMnhEMXpPMFpMY2hOTkhVTUl0MlVpWG1B?oc=5
6. Bolgesel/sovereign LLM dalgasi yeni bir kume verdi: Sarvam 105B, Turkiye T3 AI beta, Suudi HUMAIN Chat/ALLaM 34B ve Sahabat-AI. Onceki EuroLLM/Ukrayna sinyalinden farkli olarak bugun Hindistan, Turkiye, Arapca ve Guneydogu Asya dil kapasitesi ayni hatta gorundu. Kaynaklar: https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5 | https://news.google.com/rss/articles/CBMitAFBVV95cUxNU0J6YUlRMkF2VGx4ODF3aEs3QXVMdE1TVFBKQkpTTkFGc2VCQjNYM1FIOFJOa1JjQjhaSmJFbjQyVzRVbk4ydVk3YTdXWUtKTE5sUFoyZjJ5bXhXUk1Td0JJRi1LYzlteGFsRWJGNVRUbVBUT2FyRE1icUFPajlaQld4eFVRMUJjN1IzblliTXZOaGR3ZjBPeDdfSTZPT2V3TjNWbFFvWi0wZ3pma1FxcHpzQ1Q?oc=5 | https://news.google.com/rss/articles/CBMihwFBVV95cUxNZkpxeG1Rd19icEFHRS10ellSNzlUWkNYc2FFZUNhNXhXaE8wczA1V1dyMkVhWERSSFoxNHNBZVotaEg1RFQtVldUSV9nNHV2N2d1Ni1jT3diVzd4YXhHWmkyUWNvMVM1eGRiOWlTZlBQYlJBV0FGajBtck90anotZE9LNGNRYzg?oc=5
7. OpenAI CEO'sunun Tumbler Ridge toplulugundan ozur dilemesi, frontier AI operasyonlarinda fiziksel-dunya zarar bildiriminin yeni trust alani oldugunu gosteriyor. Model guvenligi kadar, sirketlerin riskli durumlari yerel kurumlara ve halka ne zaman/nasil bildirdigi de izlenecek. Kaynak: https://techcrunch.com/2026/04/25/openai-ceo-apologizes-to-tumbler-ridge-community/

KAT-1 — Industry / Piyasa

• AI talent war enterprise software sirketlerini dogrudan vuruyor; OpenAI'ye ust duzey yonetici gecisleri, klasik yazilim devlerinin yalniz urun degil liderlik erozyonu da yasadigini gosteriyor. Kaynak: https://www.cnbc.com/2026/04/25/ai-talent-wars-enterprise-software-executives-openai.html
• Cursor'un 2 milyar dolar tur ve 50 milyar dolar uzeri degerleme gorusmesi, coding-agent katmaninin hala en sicak uygulama pazari oldugunu, fakat onceki “satin alma opsiyonu” narratifinin artik bagimsiz finansmanla da ilerledigini gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMiekFVX3lxTFBtWGxMZUVoMl8tdFBkRW9nbnJCYlNoVkRJZEtKd1Fnb0ZFdHdLOVFzcDlXVG9PcFBESGwxcnNEb0hXQnZhR19tdTBNaVlpaERRWE1tZURKcFZoeWlPRGprTFdESTNPdU1vc0RGV2VWTC1sS24xMmNDdlpB0gF_QVVfeXFMTkZRem9QRXBjUFc2WXNjSldGV1puME44VUxkWVI1MlFvX1k1MVUtRU8xX0MzTExIQU51VmlTWnRzNmtjM2wzX1VsUzhOdVNoNmtISGl1Z3pDT0t3VWJpVVdXQkpyczN4MzFWWDlieXozODBhRnBPUjFDdE53elhDRQ?oc=5
• AI startup funding rekorlari ve bubble endisesi ayni anda geliyor; sermaye akisi guclu ama valuation disiplininin zayifladigi daha acik tartisiliyor. Kaynaklar: https://news.google.com/rss/articles/CBMigwFBVV95cUxQV2RrVEl4N0VkVGdGV1VoOTlncGJLeUJtdThHbFZyLVcyckpNaHpZclBTNTZvdHpoVE5YNUhhY0ltYTBBOGp1YlptbHJsMDZXbWctdy1hQ2xadW9fdkRBb200SnZ3RGUybUVlT3RZRnBFODNseTEwNzhPd1BXSzdoVFRQUQ?oc=5 | https://news.google.com/rss/articles/CBMisAFBVV95cUxPeGlJeWVYTmItVTN3TjBpQnUwNnJFQTFFdWZBSDRyWGplVmxaRndwaE9MVTl2blVPb2MtLVVUeHF6bTRWTzl6SmJmakhoa0U3bDBQT2V5SkFTVUxpUWhCX0RRQmZaZU5YV3dMXzF5aHlRRVVkZWNVNU1uai0xRENqVU85ZVg0REdKSi1MNG1oSTJJNTlHZTJXVmhDS09vaU5YRUh1NS1QZnN1aUhaRnpfcQ?oc=5
• Apple'in Ternus doneminde hardware-strategy odagina kayacagi yorumu, AI phone/PC doneminde cihaz mimarisinin tekrar stratejik oldugunu hatirlatiyor. Kaynak: https://techcrunch.com/2026/04/25/apple-under-ternus-what-comes-next-for-the-tech-giants-hardware-strategy/

KAT-2 — Models / Launches

• Thinking Machines Tinker, model release degil egitim API'si olarak geldi; distributed LLM fine-tuning'i daha az altyapi ekibiyle kullanilabilir hale getirmeyi hedefliyor. Kaynak: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5
• Sarvam 105B, Hindistan merkezli LLM kapasitesinin yeni buyuk parametreli temsilcisi olarak sovereign/language-market rekabetini guclendiriyor. Kaynak: https://news.google.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?oc=5
• T3 AI beta, Turkiye'nin yerel LLM hattini daha gorunur hale getiriyor; dil, kamu ve yerel ekosistem tarafinda takip edilmeli. Kaynak: https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5
• ALLaM 34B ve HUMAIN Chat, Arapca AI stack'inin bolgesel platform/ulusal kapasite olarak pazara cikmaya basladigini gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMitAFBVV95cUxNU0J6YUlRMkF2VGx4ODF3aEs3QXVMdE1TVFBKQkpTTkFGc2VCQjNYM1FIOFJOa1JjQjhaSmJFbjQyVzRVbk4ydVk3YTdXWUtKTE5sUFoyZjJ5bXhXUk1Td0JJRi1LYzlteGFsRWJGNVRUbVBUT2FyRE1icUFPajlaQld4eFVRMUJjN1IzblliTXZOaGR3ZjBPeDdfSTZPT2V3TjNWbFFvWi0wZ3pma1FxcHpzQ1Q?oc=5
• Sahabat-AI, Endonezya/Guneydogu Asya dil kapsamini LLM rekabetine tasiyor; cok-dilli egemen model dalgasi tek Avrupa hatti olmaktan cikiyor. Kaynak: https://news.google.com/rss/articles/CBMihwFBVV95cUxNZkpxeG1Rd19icEFHRS10ellSNzlUWkNYc2FFZUNhNXhXaE8wczA1V1dyMkVhWERSSFoxNHNBZVotaEg1RFQtVldUSV9nNHV2N2d1Ni1jT3diVzd4YXhHWmkyUWNvMVM1eGRiOWlTZlBQYlJBV0FGajBtck90anotZE9LNGNRYzg?oc=5

KAT-3 — Agents / Products

• BAE kamu operasyonlarinda autonomous agents hedefi, agent product'larinin kamu hizmeti seviyesinde isletme hedeflerine baglanmasi acisindan gunun en buyuk policy-product sinyali. Kaynak: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/
• Citi Sky, Google Cloud ve DeepMind teknolojileri uzerinde finansal danismanlik is akisini “AI ekip uyesi” kavramina yaklastiriyor; finans agentlerinde audit ve liability buyuk mesele olacak. Kaynak: https://news.google.com/rss/articles/CBMijwJBVV95cUxQSE5WX3BDRHM2cUN5TGtRd3dDd1Z2d3RCZlhWYnc3NV9EbjZRQ2QxSzdRc21JZVVuQ3NOR3RLYk9OdTZfTS1UWjRQdDZaUmNqclJaMTBIenBxVU1CYnN0NHQtWVZLQjF5cFFjRE9GaHItWEhpMmx0alRFWVZlZXN3RFRMZ29rYVpnY2dxYmNza1huOHdFMEtVMjByWFFvSU9iOEZRbDlwbE9mRjNXdklxdTNWOXViNUJFYjhDSWZJOERZZzgwY2NrVHI4X3NQMUN6NmhaSTRYVnAxSFRqZ28yM0JCSmM3TVltbGVhbm9uNXBCdXdKQVVzNDFFNExWV184c3ZmVEo0dElPRXBYZzlj?oc=5
• Deloitte'un Gemini Enterprise agentic transformation practice'i, consultancies'in agent rollout'unu yalniz strateji degil deployment practice'i olarak paketledigini gosteriyor. Kaynak: https://news.google.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?oc=5
• Claude'un Uber, Spotify ve TurboTax entegrasyonlari, consumer agent izin modelinin gunluk hayat uygulamalarina acildigini gosteriyor; scope control kritik olacak. Kaynak: https://www.donanimhaber.com/claude-ucuncu-taraf-entegrasyonlarla-yeteneklerini-genisletiyor--204906
• Tool Attention Is All You Need, MCP/tool schema maliyetini dynamic tool gating ve lazy schema loading ile azaltmayi oneriyor; agent runtime performansinda pratik bir problem hedeflenmis. Kaynak: https://arxiv.org/abs/2604.21816

KAT-4 — Research / AI Science

• From Research Question to Scientific Workflow, agentic AI'nin bilimsel soru ile yurutulebilir workflow arasindaki semantik boslugu doldurabilecegini savunuyor. Kaynak: https://arxiv.org/abs/2604.21910
• Vision Banana, image-generation pretraining'in computer vision icin GPT-style pretraining rolune yaklasabilecegini iddia ederek multimodal temel model hattina yeni bir sinyal veriyor. Kaynak: https://www.marktechpost.com/2026/04/25/google-deepmind-introduces-vision-banana-an-instruction-tuned-image-generator-that-beats-sam-3-on-segmentation-and-depth-anything-v3-on-metric-depth-estimation/
• BioMiner, protein-ligand bioactivity verisini literaturden otomatik cikarmaya calisiyor; AI-science'in veri madenciligini dar domain workflow'a indirme yonu gucleniyor. Kaynak: https://arxiv.org/abs/2604.21508
• Physics-validated generative reasoning ve magnetic insulator discovery calismalari, materials science tarafinda generative AI'nin “guzel aday” degil fizik kısıtlarıyla gecen aday uretme baskisini gosteriyor. Kaynaklar: https://arxiv.org/abs/2604.21068 | https://arxiv.org/abs/2604.21073
• AI'nin yanmis papirüs metni cozumlemesi, cultural heritage tarafinda multimodal reconstruction uygulamalarinin daha somutlasmasina isaret ediyor. Kaynak: https://news.google.com/rss/articles/CBMib0FVX3lxTE5Zc3RfWFhFSHJ6VFBvMnVUNmNoeHZJRkdnQlRsYUFYanhOMVoyRk1NX2YydW92NHgzSXhoMW5LR0FSRk9femZNN1RTMGFTblJRdEN0Wld5cGdoN0F4UHI2OGFkRzZrTS1sbm56bnRhaw?oc=5

KAT-5 — Security / Cyber

• Flowise AI Agent Builder icin active CVSS 10.0 RCE exploitation, no-code/low-code agent builder'larin enterprise perimeter icinde kritik risk haline geldigini gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5
• Claude Code leak sonrasi malware ve kritik zafiyet haberleri, AI coding tool'larinin kaynak kodu, extension ve dependency zinciri uzerinden saldirganlar icin cazip hedefe donustugunu gosteriyor. Kaynaklar: https://news.google.com/rss/articles/CBMisgFBVV95cUxQdlJ1QWZVYUJaQ2hOUmoxaUw4ZGVVZUZVTzZvTWdDUmh5Y29TQWVqam81Tl9Pa18zRUhVYVBFaU5JT3pjRmtVVkdYMmVpV3JfRml1VVZsVWVNZ3dxQ3h3Tm1VWmJYNXN2SDB0UE1kNkZHd0JJdW85SDM1dWdxU29PQXZYcHcxai0wb1gwdUxiM01GcXhEMmRNVU9qcnZTUXFnRXBVV3pfMmZ2Z1FzeS1UR2Nn?oc=5 | https://news.google.com/rss/articles/CBMinwFBVV95cUxNVXdheHZYSU0zcWNzTzJQS2N1bWhFZnU5MDQ0dGZkY2xPOFd2X2lVaWtJMTBBNE1NN0xkWExROWxZRU5jdHZpeVhZMWx6YmVlVi1hUXlzTnNHaE5mbjJ3aXhiVHZpdE5sS0o4Y2FvWXdNWmVqdV9SNjhYbTRFMVJ2WFZ6TTFqelJfWk85b1lGaGRnTHZYelVCNXFEZlNMZW_SAaQBQVVfeXFMT1BCc3cyY3VlZExUczlLU01Oc29uQVhjTC01Ym5uNTVBSFZpMFBNQzMyTXVScXJZbHZBbmtzaWc0UmpDaFY3ZGdhVF9fYUJTb1A1Wk5JbGc2UnRlQ3BCMjlWaC1vRFNBVnpoSzFlU0ZGcVBDSHF6ZWUyN1pfdFVXZzhzUVMxWjR3aUJPak9RWjFNQmNrWnpRRTZjNTV5NWNFaWRHVTQ?oc=5
• Hidden README instructions can make AI agents leak data, repo icindeki masum gorunen metinlerin agent policy bypass vektoru olabilecegini netlestiriyor. Kaynak: https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5
• Amazon Bedrock, LangSmith ve SGLang zafiyetleri, agent orchestration ve model serving katmaninda data exfiltration/RCE riskinin platformlar arasi oldugunu gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMigAFBVV95cUxPVkhPS2FwYmhDTjl0QkZDS2M1dXpTdE42VkVCNk9TTWYwN01ZMFYxa0JpaW8yY0NaUjA4SjNhTzVIVTJRNGJEYjdMbVZqNmVXa0Q2WjYxZHhBajJpYzI1T3FjUDRWNTRfMDQ4UHNWU0EtcTBzNlZjX25XNDVhR0RzaA?oc=5
• Moltbook AI social network vakasi, AI ajanlar icin yapilan sosyal platformlarda API key ve secret hygiene'in erken asamada bile buyuk risk oldugunu gosteriyor. Kaynaklar: https://news.google.com/rss/articles/CBMiywFBVV95cUxPX1F3bUtyTDBZYlVjY1l5YnBuR2J1aC1oU2N5YzhqYVpJSkdRU0sxMk5HUjMxalI1Ukc5M2liZ25weEpDOGdXOElPZHVoS215clJod2VlcnlBd1RzTW1CcGY3V2xtVWFtSFh6MTlHa1Z6VjNBZkFVT3MyTVBlMmtFSGVUX1gzS3FmZHpLcXp5SUFzT3hKa05pWmN0M29jZmRiNHpUb0JFSkdGZWtSdXIyaGJzdzV3MEZlQkVyU0JEQk5iTmV5aTlGM3p3dw?oc=5 | https://news.google.com/rss/articles/CBMihAFBVV95cUxPYW9TWmR3S3hsX0hHZWE4Y1czeUF3NDdFcVpLNFBNSC1ReGxvNG5rTUJ2S1dtVWZWX1J5MGN3NG1rZlRBRU9yX3lNSmY4XzNyQmt5dlNnaWVreGVzTXlMRmJfNnEwVlFlOE45aTJRN0V2SzBra2dReVpwdF9ZU3NMZDJxUUI?oc=5
• Microsoft Teams uzerinden help-desk impersonation ve Snow malware, klasik social engineering'in AI-enabled is ortamlariyla daha ikna edici ve hizli hale gelebilecegini hatirlatiyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/25/new_crime_crew_impersonates_help_desks/ | https://www.bleepingcomputer.com/news/security/threat-actor-uses-microsoft-teams-to-deploy-new-snow-malware/

KAT-6 — Regulation / Policy

• ABD State Department'in DeepSeek ve Cinli firmalar hakkinda global AI theft uyarisi, teknoloji transferi tartismasini diplomatik warning seviyesine tasiyor. Kaynaklar: https://news.google.com/rss/articles/CBMiwwFBVV95cUxQbVRVY1RiN1lqaW50bmtBZUFoUmdqU3JaNUdaenlmd21LT0NXQnFySjJBMzl2QzVQTjBCRlNEMG1OMWhtQU1PUmhkdlJrUXU4ZXZZUlZHZWwxNlYwSmdWV2ltbHNCU1pqQmprdXhHMXJ4MmdZbkFqMkRjWUhtYWwxNkRRZnRWZThrN0M3Y0VQNFhTdnl3cURCNlpxUUd6bzJNY3N3Q1pvMjhmZGpURjdaR1RleGlwSjRlaE1tRWFhajVIRjg?oc=5 | https://news.google.com/rss/articles/CBMioAFBVV95cUxNbEIzbDF1MDZBOEVXLVdneXJYalNrSVF0bUg1UmlpMTkzanhEa0p6TXI3LUVhdGVKYUZkRU43OEc3cFR3cEM1QzFLQXZPbFNNZTlLSFkwakdRUHpOcWNUenB2UkM2ZUllai1mOEphaWxGT0RtVGpZcEh1RXE2VkpYS0Y1Nml3c3FjSGEwN29VSEVFUG5uWkZNX3kwckxIbi1F?oc=5
• Japonya'nin celebrity voice AI korumasi, ses klonlama ve personality rights meselesini daha somut IP/kimlik regülasyonuna bagliyor. Kaynak: https://news.google.com/rss/articles/CBMigwFBVV95cUxPaW1wMzEwalgtS1RjVGVpSVB0NzF1S0R3Zm5vWGQ2MHc0Uk15SEZsZlZZbG84RjRvNWdvTHhDT05hM195M1J0dENralo5STlKYWllb0VvR1d4cHNzNUtWMDZCVkVVU2E5VmhhTlhIX1hpRjk0QTExbVBUdjlWbHBFYjcwUQ?oc=5
• Utah medical board'un AI prescription program hakkindaki safety endiseleri, medikal AI'nin clinical benchmark'tan lisans, sorumluluk ve hasta guvenligi denetimine gectigini gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMioAFBVV95cUxOdVhiUGRGWUw1QjRYMy1JT0FQeG5CNnBNOC1UQ0NfLWVNbnVpZm9EUmwzV1V6M3JaTGRVOTN1T0ZXbUF3cWRfUjZUSVRSeTdlQjJsdGptTGZuLURmMkhEeEZOc3JjX0lOUl9jZ1l4eDg1VmliZjlRMzB3RTFrUnZIV0V5Q1dtbzdqNDk0aVVLejl5RlF6ZzdKVGlJdXhaMGMx?oc=5
• Maine data center moratorium vetosu, AI altyapisinin yerel yasama ile dogrudan caprazlandigi en net bugunku ornek. Kaynak: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/
• Met Police'in Palantir AI tool kullanimindan sonra yuzlerce memuru incelemesi, predictive/analytic AI kullaniminin kurum ici disiplin ve denetim dinamiklerini degistirdigini gosteriyor. Kaynak: https://news.google.com/rss/articles/CBMiqgFBVV95cUxQVUZhRlI4R1hSV2NxX3JMU1UtTGpjQzZFTWhIeTBUbk1lcWI1UTRIcmxzLWRwM2kya2dUQ0xBaU5NTDc4Z1o5R0xrSWlrMGthYUkxeU9pWXROZlZDaDlGakNPN1ZTU19iX0wyZWxBVWlXbnpVeTlkSng1Sm12UmpsQnVLMG9wY3NOOFM2UXFWTjFxbXl2TGhDd3pMR2NiRjRjckdFa2U4YXlxZw?oc=5

KAT-7 — Infra / Compute

• Tinker distributed fine-tuning API, compute'a erisimi model egitimi seviyesinde soyutlayarak frontier startup'lar icin yeni bir infrastructure-as-product ornegi veriyor. Kaynak: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5
• Maine moratorium vetosu, data center kapasitesinin artik merkezi planlama degil yerel siyasetle ilerledigini gosteriyor. Kaynak: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/
• Neocloud hisseleri icin risk uyarilari, GPU/compute talebi kadar finansal kaldirac, müşteri konsantrasyonu ve kapasite kullaniminin da izlenmesi gerektigini hatirlatiyor. Kaynak: https://news.google.com/rss/articles/CBMxwFBVV95cUxPREs3ZWRpVzEtOXdNNWFnV3ZtRG9TQjYzWHJFSmtoelZubXNZRmh5U0w5WnJETGFHR1VTTlNlcHdYeWI5RXd2ak1kaUlaRHpVVy1iUUIwd3llX1M4RDdKcXVhVWZNYkdFV1dVWHBodUhUMVJKRDNLdGJlN1lRbGluTUZtYlVRajE4Zk5XNjk1eEVKRXVFRV96YUFITE9BazlpTnluR1B5S25YQzVPU2UwMnhEMXpPMFpMY2hOTkhVTUl0MlVpWG1B?oc=5
• SparKV, on-device LLM inference icin KV cache loading overhead'unu hedefliyor; edge tarafinda memory bandwidth ve prefill maliyeti hala ana darboğaz. Kaynak: https://arxiv.org/abs/2604.21231
• Stream2LLM, retrieval latency ile TTFT arasindaki boslugu overlap context streaming/prefill ile azaltmayi oneriyor; RAG sistemlerinde algilanan hiz icin pratik bir arastirma sinyali. Kaynak: https://arxiv.org/abs/2604.16395
• Meta Adaptive Ranking Model, LLM-scale modelleri reklam ranking altyapisinda serving ekonomisine uydurma cabasini gosteriyor; inference scaling curve uygulama pazarinda bükülüyor. Kaynak: https://news.google.com/rss/articles/CBMi5wFBVV95cUxNRzQzYmlKcDd2QU5zTjF4WXY5WVJGSkYxV25vLXdMY0pPcnVPU25DYlVNSUJOeTN6TXdJcG5aQVpCX05uenlmM0xEeGpOOEpZeGJHQi1sQTl0cDlGeVJQN3ZnSlptbDJ2U2ZYQW1qYVE3cFZ6VzhjYVBvZm05Wmd5ZGZIY2hfM2FMWWNwV0hGUUE1eTdQYjdpczJ5bklOT0ZTcHpoREsya2NrSFN1NmJfblllY3NySXhQMEZBOG51Q0NWUURWWkFfcTBUbHA0LTBaZ1FnWm4zejl5MXp3OXFuLXh1NDBrOEE?oc=5

KAT-8 — Safety / Society

• Brief chatbot interactions produce lasting changes in human moral values, kisa chatbot temaslarinin bile moral judgment uzerinde kalici etki uretebilecegini iddia ederek consumer AI safety tartismasini derinlestiriyor. Kaynak: https://arxiv.org/abs/2604.21430
• Alignment has a Fantasia Problem, alignment'in kullanicinin hedeflerini net ifade edebildigi varsayimina fazla yaslandigini soyluyor; gercek kullanici niyeti daha belirsiz ve estetik olabilir. Kaynak: https://arxiv.org/abs/2604.21827
• The AI Criminal Mastermind, ajanlarin suc planlama/koordinasyon riskini sistematik tehdit modeli olarak ele aliyor. Kaynak: https://arxiv.org/abs/2604.20868
• Tesla icinde Grok kullanimi denemesi, arac ici AI chatbot'larin dikkat, sorumluluk ve surus guvenligi risklerini pratik UX seviyesinde gosteriyor. Kaynak: https://www.cnbc.com/2026/04/25/tesla-and-xais-grok-shows-promises-and-risks-of-ai-chatbots-in-cars.html
• AI-generated nude photos vakasi, okul/cocuk guvenligi tarafinda synthetic media zararlarinin hala en acil toplum riski siniflarindan biri oldugunu gosteriyor. Kaynak: https://news.google.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?oc=5
• Cognitive Amplification vs Cognitive Delegation, insan-AI sistemlerinde “yardimci zeka” ile “karar devri” ayrimini olcmek icin yararli bir metric framework oneriyor. Kaynak: https://arxiv.org/abs/2603.18677

KAT-9 — Community / Market Signals

• Simon Willison'in GPT-5.5 prompting guide notu, yeni model adoption'inda en hizli degerin benchmark'tan cok prompt/tooling dokumantasyonu ve CLI entegrasyonundan geldigini gosteriyor. Kaynak: https://simonwillison.net/2026/Apr/25/gpt-5-5-prompting-guide/#atom-everything
• HN'deki open source memory layer tartismasi, persistent agent memory'nin kapali urun ozelliginden cikip developer-owned katmana donusme istegini gosteriyor. Kaynak: https://alash3al.github.io/stash?_v01
• Show HN: ajanlarin Git/Markdown wiki tutmasi, agent-maintained knowledge base fikrinin pratik topluluk prototiplerine indigini gosteriyor. Kaynak: https://github.com/nex-crm/wuphf
• LocalLLaMA'da Qwen3.6 27B/35B throughput ve context denemeleri, onceki gunlerin model release hype'ini saha performansi ve donanim limitleri uzerinden test ediyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sv8eua/qwen3627b_at_80_tps_with_218k_context_window_on/ | https://www.reddit.com/r/LocalLLaMA/comments/1svdep5/field_report_coding_with_qwen_36_35ba3b_on_an_m2/
• Lobsters'taki “Design of AI Memory Systems” ve “vibecoding” elestirileri, developer toplulugunda memory architecture ve AI coding governance tartismasinin guclendigini gosteriyor. Kaynaklar: https://tombedor.dev/approaches-to-agent-memory/ | https://gist.github.com/MostAwesomeDude/560185c24f959f6fec229739cb5a6735

SECURITY

• Oncelik 1 — Agent runtime hardening: README prompt injection, Flowise RCE, Bedrock/LangSmith/SGLang zafiyetleri ve Claude Code leak ayni gun setinde belirdi; agent runtime icin isolated execution, prompt provenance, secret redaction ve tool permission testleri zorunlu hale geliyor. Kaynaklar: https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5 | https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5 | https://news.google.com/rss/articles/CBMigAFBVV95cUxPVkhPS2FwYmhDTjl0QkZDS2M1dXpTdE42VkVCNk9TTWYwN01ZMFYxa0JpaW8yY0NaUjA4SjNhTzVIVTJRNGJEYjdMbVZqNmVXa0Q2WjYxZHhBajJpYzI1T3FjUDRWNTRfMDQ4UHNWU0EtcTBzNlZjX25XNDVhR0RzaA?oc=5
• Oncelik 2 — AI-assisted vuln discovery creates patch pressure: Project Glasswing, GitHub Taskflow Agent ve OpenAI Codex Security, savunmacilarin daha hizli bulgu uretmesini saglarken patch triage kuyrugunu da buyutebilir. Kaynaklar: https://www.anthropic.com/glasswing | https://news.google.com/rss/articles/CBMiqwFBVV95cUxNT3l4eWEwQ3NfTE1tNWUxWjZIaE5ZT3ZCWG81TnBBSXNUTzNKYzJKZmYtS09HMDh0OUVKclprUW4tclJqa0daZE41cjBvNng0RnViRmtCRm5WZXZiOWUyRHNoUmowTC1SRnRTUkg2djJQUmdEMElwaHBXVDBObDlkYnJQS3VEcHFHam1WazBYeGVONXBLM3hZcDRjcExjbXN5SmptMURtRWk3WlE?oc=5 | https://news.google.com/rss/articles/CBMickFVX3lxTE1EQUg5U2VkQmtrZ20tQU1NZVF2ZEpTN3g4QXBmYkFRVWt2eDFtRE1KRWhMQWY5cTc3MXJIdks5M01HS0hscFV6ZGE5V3pMaW16R1NpWVZLSkVSVERmby1SeGIzMVZwUGR2YnpiS1AtVGZQUQ?oc=5
• Oncelik 3 — Enterprise collaboration channel risk: Teams help-desk impersonation ve Snow malware, kurumsal chat/meeting araclarinin kimlik guvenligi icin sifir-guven sinifina alinmasi gerektigini gosteriyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/25/new_crime_crew_impersonates_help_desks/ | https://www.bleepingcomputer.com/news/security/threat-actor-uses-microsoft-teams-to-deploy-new-snow-malware/
• Oncelik 4 — AI social/app secret leakage: Moltbook ve Meta AI agent data leak haberleri, agent uygulamalarinin secret scanning ve data egress controls olmadan piyasaya cikmasinin buyuk veri riski yarattigini gosteriyor. Kaynaklar: https://news.google.com/rss/articles/CBMihAFBVV95cUxPYW9TWmR3S3hsX0hHZWE4Y1czeUF3NDdFcVpLNFBNSC1ReGxvNG5rTUJ2S1dtVWZWX1J5MGN3NG1rZlRBRU9yX3lNSmY4XzNyQmt5dlNnaWVreGVzTXlMRmJfNnEwVlFlOE45aTJRN0V2SzBra2dReVpwdF9ZU3NMZDJxUUI?oc=5 | https://news.google.com/rss/articles/CBMiwAFBVV95cUxQM2ZBcWFRTHVaS0NEZm16enJ6MEF2azJGdW14c21xbnVjQmRmbEJqQWNBWFZwZUNrS1RWUGJLNjRMaERCSUpmczhvSVJtTkJnOE1pSFM2Ulh0V2ljdmZGM3E2cHhHcW11LUpCUXN2ZzM0WGxxcDJKSzkzc2l3M0duZDVXQ1dIY0tnMkNGQ3ppNGRUWWxhUmV4emh2M0c1S2RIVldJVlhoZXMxRXpzQnoyUEZiSl9ScnVrR2tlRmZ5Ry0?oc=5

REGULATION

• ABD-Cin AI theft gerilimi diplomatik uyariya dondu; bu, model weights, distillation, researcher mobility ve compute access kontrollerinin daha sert izlenecegine isaret ediyor. Kaynaklar: https://news.google.com/rss/articles/CBMiwwFBVV95cUxQbVRVY1RiN1lqaW50bmtBZUFoUmdqU3JaNUdaenlmd21LT0NXQnFySjJBMzl2QzVQTjBCRlNEMG1OMWhtQU1PUmhkdlJrUXU4ZXZZUlZHZWwxNlYwSmdWV2ltbHNCU1pqQmprdXhHMXJ4MmdZbkFqMkRjWUhtYWwxNkRRZnRWZThrN0M3Y0VQNFhTdnl3cURCNlpxUUd6bzJNY3N3Q1pvMjhmZGpURjdaR1RleGlwSjRlaE1tRWFhajVIRjg?oc=5 | https://news.google.com/rss/articles/CBMigwFBVV95cUxQUjJhb2VhdlFXWTBCVUZQa3ZLQ2ZfTjJFUE9lbzRQNmJGYzhFZXJFLTJ3RWdDb0NPT1hQZkdwcW5wMjFfalUzSHNzdWM2dkpLa25vbG1XMXd2Tmo0SmpFZWUxMkU5U2hCcy1xY1RpNmpSMUxPLURFaTZYVVFSUWlSU1dvUdIBiAFBVV95cUxOQ0kwYjI1eHhaVjRuaGtiNGRldGRNLVFLRXpaQnc1MVhlMkZodm1iRlQ2U2pyWndzUnJwRW5pS0hHTVpWR1puM0Z2dnN2clg1V19IeWFVbkZTWnR0eTRuV3g3Nm9iVXVQMnRrUUlMVDNzc0VpX1d2QXZoZEJCZGFnNjF0djVaTTZk?oc=5
• Voice likeness korumasi Japonya'da somutlasiyor; celebrity voice haklari deepfake, reklam ve sentez ses piyasasinda yeni hukuki cephe aciyor. Kaynak: https://news.google.com/rss/articles/CBMigwFBVV95cUxPaW1wMzEwalgtS1RjVGVpSVB0NzF1S0R3Zm5vWGQ2MHc0Uk15SEZsZlZZbG84RjRvNWdvTHhDT05hM195M1J0dENralo5STlKYWllb0VvR1d4cHNzNUtWMDZCVkVVU2E5VmhhTlhIX1hpRjk0QTExbVBUdjlWbHBFYjcwUQ?oc=5
• Clinical AI regülasyonu, prescription program ve medtech lifecycle haberleriyle urun-onayi/kurul denetimi tarafina ilerliyor. Kaynaklar: https://news.google.com/rss/articles/CBMioAFBVV95cUxOdVhiUGRGWUw1QjRYMy1JT0FQeG5CNnBNOC1UQ0NfLWVNbnVpZm9EUmwzV1V6M3JaTGRVOTN1T0ZXbUF3cWRfUjZUSVRSeTdlQjJsdGptTGZuLURmMkhEeEZOc3JjX0lOUl9jZ1l4eDg1VmliZjlRMzB3RTFrUnZIV0V5Q1dtbzdqNDk0aVVLejl5RlF6ZzdKVGlJdXhaMGMx?oc=5 | https://news.google.com/rss/articles/CBMipAFBVV95cUxNUUNrRmpmU1VTX0ZGRGkwWDNDaUs1bXJnU19CVWJOVE9xRFZjQzZ3NUs0UUVyMHpxbkNoSVZvQjFsc2tINlJSR3RuZWg1X3NqdkxUSklFMTNqWHI5MFJwM05DRmxIWUtyUV9NTVF4WmJnZzNoZThRcVpXUVNxVE9TbjNFQUkzdlRQZ1JTYUh4T013Y1kwUkJxY3hkcHViSmdrdTVQSA?oc=5
• Data center izin siyaseti regülasyon basligi oldu; Maine vetosu, AI altyapi yatirimlarinda yerel kamu yarari tartismasinin one cikacagini gosteriyor. Kaynak: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/

AI-SCIENCE

• Science automation agentleri, research question'dan executable workflow'a gecisi hedefleyerek bilimsel uretimde yeni bir arayuz sinifi olusturuyor. Kaynak: https://arxiv.org/abs/2604.21910
• Vision Banana ve TESSERA, vision foundation model anlatısini hem image generation pretraining hem de earth observation tarafinda genisletiyor. Kaynaklar: https://www.marktechpost.com/2026/04/25/google-deepmind-introduces-vision-banana-an-instruction-tuned-image-generator-that-beats-sam-3-on-segmentation-and-depth-anything-v3-on-metric-depth-estimation/ | https://geotessera.org
• BioMiner ve AI-for-physiology startup sinyali, AI-science'in drug discovery'den literatur madenciligine ve fizyoloji modellemeye yayildigini gosteriyor. Kaynaklar: https://arxiv.org/abs/2604.21508 | https://news.google.com/rss/articles/CBMixgFBVV95cUxNQWtza21DUy1pVkRDQ2RBMTN0QzdRTUxUSVNzbTlRalRiWVFzZzY0WUZ6eWtELXMwQW5idEFicjB2MHFESDZkT2RYQ2dHRnJnRzNvUUw5R0Y0WENjME02WXZiYUdDMkprQ2RDdmVhcHNIWVJJRlNjc3NoNzRJandnWkxFV0p2MWxmUm9DRjlfVTJIS1RmVGkxdDhNbU1XTnFaejBBLVRtcGxRdENFYWVSS2dNWnFTZS1jd0hPTXZxRVBLZlp2dlE?oc=5
• Lambda calculus benchmark ve reasoning skills calismasi, model evaluation'in daha dar ve formal reasoning alt alanlarina bolundugunu gosteriyor. Kaynaklar: https://victortaelin.github.io/lambench/ | https://arxiv.org/abs/2604.21764

INFRA

• Fine-tuning, serving ve on-device optimizasyon tek hatta birlesiyor: Tinker distributed fine-tuning, SparKV on-device KV cache loading ve Stream2LLM TTFT azaltma, 2026 altyapisinda latency/memory/egitim erişiminin birlikte cozulmesi gerektigini gosteriyor. Kaynaklar: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5 | https://arxiv.org/abs/2604.21231 | https://arxiv.org/abs/2604.16395
• Data center politics artik infra planlamanin parcasi: Maine moratorium vetosu ve neocloud riskleri, kapasite arzinin finans, izin ve yerel kabul ile sinirlandigini gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/ | https://news.google.com/rss/articles/CBMxwFBVV95cUxPREs3ZWRpVzEtOXdNNWFnV3ZtRG9TQjYzWHJFSmtoelZubXNZRmh5U0w5WnJETGFHR1VTTlNlcHdYeWI5RXd2ak1kaUlaRHpVVy1iUUIwd3llX1M4RDdKcXVhVWZNYkdFV1dVWHBodUhUMVJKRDNLdGJlN1lRbGluTUZtYlVRajE4Zk5XNjk1eEVKRXVFRV96YUFITE9BazlpTnluR1B5S25YQzVPU2UwMnhEMXpPMFpMY2hOTkhVTUl0MlVpWG1B?oc=5
• Regional LLM launches infra talebini bolgesellestiriyor: Sarvam, T3 AI, ALLaM ve Sahabat-AI gibi projeler model serving/fine-tuning kapasitesinin ulusal pazarlarla baglanacagini gosteriyor. Kaynaklar: https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5

SAFETY

• Moral-value drift riski: Kisa chatbot etkilesimlerinin kalici moral deger degisimi uretebilmesi, personal AI icin yalniz zararlı cevap degil davranissal etki olcumunu da gerektiriyor. Kaynak: https://arxiv.org/abs/2604.21430
• User intent ambiguity: Fantasia problem, assistant alignment'in “kullanici ne istedigini biliyor ve tarif edebiliyor” varsayimini sorguluyor; creative/ambiguous tasks icin daha iyi preference elicitation gerekiyor. Kaynak: https://arxiv.org/abs/2604.21827
• Vehicle assistant risk: Grok'un Tesla icinde kullanimi, arac ici AI'nin distraction ve liability testlerine tabi olmasi gerektigini gosteriyor. Kaynak: https://www.cnbc.com/2026/04/25/tesla-and-xais-grok-shows-promises-and-risks-of-ai-chatbots-in-cars.html
• Clinical prescription guardrails: Utah medical board sinyali, medical AI'nin insan denetimi, prescribing authority ve audit trail olmadan riskli oldugunu hatirlatiyor. Kaynak: https://news.google.com/rss/articles/CBMioAFBVV95cUxOdVhiUGRGWUw1QjRYMy1JT0FQeG5CNnBNOC1UQ0NfLWVNbnVpZm9EUmwzV1V6M3JaTGRVOTN1T0ZXbUF3cWRfUjZUSVRSeTdlQjJsdGptTGZuLURmMkhEeEZOc3JjX0lOUl9jZ1l4eDg1VmliZjlRMzB3RTFrUnZIV0V5Q1dtbzdqNDk0aVVLejl5RlF6ZzdKVGlJdXhaMGMx?oc=5

WATCHLIST

• OpenClaw isimli urunle ilgili kritik zafiyet iddialari dogrulanmali; feed'de gorunen haberler dogrudan birincil teknik advisory ile teyit edilmeden aksiyon alinmamali, ama isim eslesmesi nedeniyle guvenlik takibi acilmali. Kaynaklar: https://news.google.com/rss/articles/CBMikAFBVV95cUxOX2dRS2daZzBwMnkwWlA5QXIxR0xiWFk3Y21OZDV4V0hOeG15LTdaVDVpWDNEOUYzdktib3JVRzdLYXYwSElZRVRuMTVsT182dHBzU0s0VmtDZ3A1dVFOMUxfS2xVN0hKNnZZbjU2WjU5ZVVtdjhmaGlhNllUaTlzNEtCU3BVUllxWTR4S2puRmo?oc=5 | https://news.google.com/rss/articles/CBMimwFBVV95cUxPMVc3Y0NEenBlaDhlMzJDdE1uc244UFdIUnRTY25KSnJ6eUxleWVOR21TdXc5RUZ3Szg1akozYWZGYWF1RWVzN0l6SUZiTUJsS1VIM1k3QUFKLXQxdFdobTdVbVhFQ2Ewc193UUc2OEtFaVVzWmpab2dhX3dXLWhlTEtmSEdmSmZzN3I3WHpZYlpHcDB0dG41bV9VRQ?oc=5
• Tinker adoption: Distributed fine-tuning API'nin developer uptake'i, pricing'i ve data isolation modeli izlenmeli. Kaynak: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5
• Flowise exploitation sonrası ecosystem patch hızı: 12k+ exposed instance iddiasi dogruysa no-code agent builder'lar icin asset discovery kampanyasi gerekecek. Kaynak: https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5
• BAE autonomous government rollout: Hedef cok agresif; procurement, audit, hata sorumlulugu ve citizen appeal mekanizmalari izlenmeli. Kaynak: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/
• Voice rights regulation: Japonya celebrity voice korumasi benzeri duzenlemeler ABD/AB'de yayilirsa voice AI urunlerinin dataset ve consent mimarisi degisebilir. Kaynak: https://news.google.com/rss/articles/CBMigwFBVV95cUxPaW1wMzEwalgtS1RjVGVpSVB0NzF1S0R3Zm5vWGQ2MHc0Uk15SEZsZlZZbG84RjRvNWdvTHhDT05hM195M1J0dENralo5STlKYWllb0VvR1d4cHNzNUtWMDZCVkVVU2E5VmhhTlhIX1hpRjk0QTExbVBUdjlWbHBFYjcwUQ?oc=5

TRENDS

• Agent security trendi production incident seviyesine indi: MCP paper'larindan sonra bugun Flowise, README injection, Claude Code leak, Bedrock/LangSmith/SGLang ve Moltbook sinyalleri geldi. Kaynaklar: https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5 | https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5 | https://news.google.com/rss/articles/CBMigAFBVV95cUxPVkhPS2FwYmhDTjl0QkZDS2M1dXpTdE42VkVCNk9TTWYwN01ZMFYxa0JpaW8yY0NaUjA4SjNhTzVIVTJRNGJEYjdMbVZqNmVXa0Q2WjYxZHhBajJpYzI1T3FjUDRWNTRfMDQ4UHNWU0EtcTBzNlZjX25XNDVhR0RzaA?oc=5
• Sovereign LLM trendi genisledi: Avrupa odagindan Hindistan, Turkiye, Suudi Arabistan ve Endonezya'ya acilan bir yerel dil/model kapasitesi dalgasi var. Kaynaklar: https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5 | https://news.google.com/rss/articles/CBMitAFBVV95cUxNU0J6YUlRMkF2VGx4ODF3aEs3QXVMdE1TVFBKQkpTTkFGc2VCQjNYM1FIOFJOa1JjQjhaSmJFbjQyVzRVbk4ydVk3YTdXWUtKTE5sUFoyZjJ5bXhXUk1Td0JJRi1LYzlteGFsRWJGNVRUbVBUT2FyRE1icUFPajlaQld4eFVRMUJjN1IzblliTXZOaGR3ZjBPeDdfSTZPT2V3TjNWbFFvWi0wZ3pma1FxcHpzQ1Q?oc=5
• AI governance trendi “law text”ten “operational control”e kayiyor: BAE kamu ajanlari, Utah prescription AI, Japan voice rights ve Maine data center vetosu farkli alanlarda ayni sinyali veriyor. Kaynaklar: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/ | https://news.google.com/rss/articles/CBMioAFBVV95cUxOdVhiUGRGWUw1QjRYMy1JT0FQeG5CNnBNOC1UQ0NfLWVNbnVpZm9EUmwzV1V6M3JaTGRVOTN1T0ZXbUF3cWRfUjZUSVRSeTdlQjJsdGptTGZuLURmMkhEeEZOc3JjX0lOUl9jZ1l4eDg1VmliZjlRMzB3RTFrUnZIV0V5Q1dtbzdqNDk0aVVLejl5RlF6ZzdKVGlJdXhaMGMx?oc=5 | https://news.google.com/rss/articles/CBMigwFBVV95cUxPaW1wMzEwalgtS1RjVGVpSVB0NzF1S0R3Zm5vWGQ2MHc0Uk15SEZsZlZZbG84RjRvNWdvTHhDT05hM195M1J0dENralo5STlKYWllb0VvR1d4cHNzNUtWMDZCVkVVU2E5VmhhTlhIX1hpRjk0QTExbVBUdjlWbHBFYjcwUQ?oc=5 | https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/
• AI safety trendi davranissal etki ve real-world context'e indi: moral value shift, arac ici Grok, AI-generated nude photos ve OpenAI Tumbler Ridge apology ayni gun safety'nin lab disi yuzunu gosterdi. Kaynaklar: https://arxiv.org/abs/2604.21430 | https://www.cnbc.com/2026/04/25/tesla-and-xais-grok-shows-promises-and-risks-of-ai-chatbots-in-cars.html | https://news.google.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?oc=5 | https://techcrunch.com/2026/04/25/openai-ceo-apologizes-to-tumbler-ridge-community/

CikCik Paketi

• Tweet 1: AI security'de yeni faz: modeller artik hem vulnerability buluyor hem de agent stack'in kendisi vuln uretiyor. Project Glasswing + Codex Security savunma; Flowise RCE + README injection saldiri yuzeyi. Iki taraf ayni anda hizlaniyor. Kaynaklar: https://www.anthropic.com/glasswing | https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5
• Tweet 2: Thinking Machines ilk urununu model olarak degil, distributed fine-tuning API olarak cikardi: Tinker. Bu bence onemli; frontier startup'larin siradaki savasi “hangi modeli yaptin?” kadar “kim daha iyi egitim altyapisi dagitir?” olacak. Kaynak: https://news.google.com/rss/articles/CBMinwFBVV95cUxQTmQ0VXpvSGxCVjlIR1hOQXFmTEFpWUJDLTR3WXZDS0dEdEJfdGswSkp4OGhmTVV5M0k5enJFd2pKRXcza2d0M096SW9ldWphU2NKclZRLU1lY2JSMjZUdDlZYUZtQU9PNGtEdU9aUVRlQzllWnVUcHZXXzV1dUhXYXB3MlV2OHdEU0pjRlUtcXE5UWJkV3RzRHV6ZWhBSVk?oc=5
• Tweet 3: Sovereign AI artik sadece Avrupa meselesi degil: Sarvam 105B, Turkiye T3 AI beta, Suudi ALLaM/HUMAIN, Sahabat-AI. Yerel dil + kamu/finans/telekom use-case'leri yeni model pazarini bolgesellestiriyor. Kaynaklar: https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5
• Tweet 4: BAE'nin “iki yil icinde kamu operasyonlarinin yarisini autonomous AI agents” hedefi abartili gelebilir ama yon net: agent governance artik enterprise dashboard degil, kamu hizmeti ve vatandas haklari meselesi. Kaynak: https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/
• Tweet 5: Maine data center moratorium vetosu, AI altyapi savasinin yeni gercegi: chip bulmak yetmiyor. Enerji, su, arazi, yerel riza ve siyaset artik model kapasitesinin parçası. Kaynak: https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/
• Thread fikri: “Agent safety'de 2026'nin yeni checklist'i: 1) prompt provenance, 2) README/web content isolation, 3) tool permission scopes, 4) secret redaction, 5) sandboxed execution, 6) vulnerability triage feedback loop.” Kaynaklar: https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5 | https://news.google.com/rss/articles/CBMigAFBVV95cUxPVkhPS2FwYmhDTjl0QkZDS2M1dXpTdE42VkVCNk9TTWYwN01ZMFYxa0JpaW8yY0NaUjA4SjNhTzVIVTJRNGJEYjdMbVZqNmVXa0Q2WjYxZHhBajJpYzI1T3FjUDRWNTRfMDQ4UHNWU0EtcTBzNlZjX25XNDVhR0RzaA?oc=5

Oracle Self-Improvement Sinyalleri

• Agent runtime guvenligi icin prompt-provenance ve content-origin etiketi gerekli. README injection ve multi-agent prompt injection haberleri, her talimatin hangi dosya/web/kullanici kaynagindan geldigini runtime'da ayirmadan agent guvenliginin eksik kalacagini gosteriyor. Kaynaklar: https://news.google.com/rss/articles/CBMilAFBVV95cUxOVm0yRjhvQWlPVEtKQ0pmT2l4eFRTT0VzZTVja1dDQ1lWSHdnX0VxZk51dUdFVXhuSV92Y0l3TXVOeVRmLU1iWGR3ZXh4U1RjRE1wWDlXSGpRWnhiZlhfTzFJNWpORTB3VUJDUjhmaUNBNi1qdm90YUdheGxKSVhobHkyS2dLUGxWS2ZkMkZHcno1Wl82?oc=5 | http://www.bing.com/news/apiclick.aspx?ref=FexRss&aid=&tid=69ed32b5ba5a4dfc9d9917572509f366&url=https%3a%2f%2fventurebeat.com%2fsecurity%2fai-agent-runtime-security-system-card-audit-comment-and-control-2026&c=13426385716242863512&mkt=tr-tr
• Security claims triage icin “primary advisory required” kapisi eklenmeli. OpenClaw adli zafiyet iddialari feed'de belirdi; isim eslesmesi olan kritik haberler birincil teknik advisory bulunmadan raporda kesin hukumle yazilmamali. Kaynaklar: https://news.google.com/rss/articles/CBMikAFBVV95cUxOX2dRS2daZzBwMnkwWlA5QXIxR0xiWFk3Y21OZDV4V0hOeG15LTdaVDVpWDNEOUYzdktib3JVRzdLYXYwSElZRVRuMTVsT182dHBzU0s0VmtDZ3A1dVFOMUxfS2xVN0hKNnZZbjU2WjU5ZVVtdjhmaGlhNllUaTlzNEtCU3BVUllxWTR4S2puRmo?oc=5 | https://news.google.com/rss/articles/CBMimwFBVV95cUxPMVc3Y0NEenBlaDhlMzJDdE1uc244UFdIUnRTY25KSnJ6eUxleWVOR21TdXc5RUZ3Szg1akozYWZGYWF1RWVzN0l6SUZiTUJsS1VIM1k3QUFKLXQxdFdobTdVbVhFQ2Ewc193UUc2OEtFaVVzWmpab2dhX3dXLWhlTEtmSEdmSmZzN3I3WHpZYlpHcDB0dG41bV9VRQ?oc=5
• Tool attention ve lazy schema loading, ajan maliyetini dusurmek icin uygulanabilir arastirma adayi. MCP/tools tax problemi buyudukce her agent call'unda tum tool semasini yuklemek yerine dinamik gating gerekir. Kaynak: https://arxiv.org/abs/2604.21816
• Silent versioning watch zorunlu. AI inference stack'inde sessiz model/platform degisiklikleri production davranisini bozabiliyor; rapor ve ajan calismalarinda model/version/provenance kaydi daha sikı tutulmali. Kaynak: https://www.digitalocean.com/community/tutorials/model-silent-versioning-problem
• Automation UX'te “people do not yearn for automation” sinyali dikkate alinmali. Proaktif ajanlar, kullanicinin kontrol ve niyet hissini korumazsa yararlı olsa bile direnç uretebilir. Kaynak: https://simonwillison.net/2026/Apr/24/the-people-do-not-yearn-for-automation/#atom-everything
• Vulnerability discovery loop'u sadece bulgu degil remediation kapasitesiyle olculmeli. Codex Security, GitHub Taskflow ve Project Glasswing benzeri araclar cok bulgu uretebilir; kritik olan dedupe, severity, patch verification ve regression testidir. Kaynaklar: https://news.google.com/rss/articles/CBMickFVX3lxTE1EQUg5U2VkQmtrZ20tQU1NZVF2ZEpTN3g4QXBmYkFRVWt2eDFtRE1KRWhMQWY5cTc3MXJIdks5M01HS0hscFV6ZGE5V3pMaW16R1NpWVZLSkVSVERmby1SeGIzMVZwUGR2YnpiS1AtVGZQUQ?oc=5 | https://news.google.com/rss/articles/CBMiqwFBVV95cUxNT3l4eWEwQ3NfTE1tNWUxWjZIaE5ZT3ZCWG81TnBBSXNUTzNKYzJKZmYtS09HMDh0OUVKclprUW4tclJqa0daZE41cjBvNng0RnViRmtCRm5WZXZiOWUyRHNoUmowTC1SRnRTUkg2djJQUmdEMElwaHBXVDBObDlkYnJQS3VEcHFHam1WazBYeGVONXBLM3hZcDRjcExjbXN5SmptMURtRWk3WlE?oc=5 | https://www.anthropic.com/glasswing

Kaynak Ozeti

• Birincil kurumsal kaynaklar, Project Glasswing, Mozilla partnership ve OpenAI/Codex Security hattinda daha guvenilir teknik sinyal sagladi. Kaynaklar: https://www.anthropic.com/glasswing | https://news.google.com/rss/articles/CBMiYEFVX3lxTFA1WFZERlVLOWlOVkZuZlhYdUxXbmFUTmg2NFJVbUg5U19Zam5XcTRScEtYWURBd0NNeGFJTTc2cTItTWhXYTBNQ2FiMmtJT2xqWExtVDR4TDBzUXJyeGhvUg?oc=5 | https://news.google.com/rss/articles/CBMickFVX3lxTE1EQUg5U2VkQmtrZ20tQU1NZVF2ZEpTN3g4QXBmYkFRVWt2eDFtRE1KRWhMQWY5cTc3MXJIdks5M01HS0hscFV6ZGE5V3pMaW16R1NpWVZLSkVSVERmby1SeGIzMVZwUGR2YnpiS1AtVGZQUQ?oc=5
• Security medya ve vendor kaynaklari, Flowise, Claude Code leak, Moltbook, Bedrock/LangSmith/SGLang ve README injection gibi production-risk maddelerini tasidi. Kaynaklar: https://news.google.com/rss/articles/CBMiggFBVV95cUxOMmV2elZDZ1d0eWFXU2prMHQweUZ4b2tPbEk1cWtFY0ktWHgxcXZ0XzlGdUc4em50UVBDMmtyaC1QMF80UjNjTVpjSVpLckFvUG9xUDloVkFOLWNPcDN5OTA2YkZRVmF1YzlXVG5mdzc5dTR2LUVxRkdKNy1WeWhaV3p3?oc=5 | https://news.google.com/rss/articles/CBMisgFBVV95cUxQdlJ1QWZVYUJaQ2hOUmoxaUw4ZGVVZUZVTzZvTWdDUmh5Y29TQWVqam81Tl9Pa18zRUhVYVBFaU5JT3pjRmtVVkdYMmVpV3JfRml1VVZsVWVNZ3dxQ3h3Tm1VWmJYNXN2SDB0UE1kNkZHd0JJdW85SDM1dWdxU29PQXZYcHcxai0wb1gwdUxiM01GcXhEMmRNVU9qcnZTUXFnRXBVV3pfMmZ2Z1FzeS1UR2Nn?oc=5 | https://news.google.com/rss/articles/CBMihAFBVV95cUxPYW9TWmR3S3hsX0hHZWE4Y1czeUF3NDdFcVpLNFBNSC1ReGxvNG5rTUJ2S1dtVWZWX1J5MGN3NG1rZlRBRU9yX3lNSmY4XzNyQmt5dlNnaWVreGVzTXlMRmJfNnEwVlFlOE45aTJRN0V2SzBra2dReVpwdF9ZU3NMZDJxUUI?oc=5
• arXiv katmani, agent workflow, tool gating, moral-value effects, alignment ambiguity, scientific workflow ve inference/serving optimizasyonu icin gunun en zengin arastirma setini verdi. Kaynaklar: https://arxiv.org/abs/2604.21816 | https://arxiv.org/abs/2604.21430 | https://arxiv.org/abs/2604.21827 | https://arxiv.org/abs/2604.21910 | https://arxiv.org/abs/2604.21231
• TechCrunch/CNBC/The Decoder, OpenAI apology, Maine data center politics, AI talent war, Tesla/Grok ve UAE autonomous government gibi pazar-policy karmasi sinyalleri sagladi. Kaynaklar: https://techcrunch.com/2026/04/25/openai-ceo-apologizes-to-tumbler-ridge-community/ | https://techcrunch.com/2026/04/25/maines-governor-vetoes-data-center-moratorium/ | https://www.cnbc.com/2026/04/25/ai-talent-wars-enterprise-software-executives-openai.html | https://www.cnbc.com/2026/04/25/tesla-and-xais-grok-shows-promises-and-risks-of-ai-chatbots-in-cars.html | https://the-decoder.com/the-uae-wants-half-its-government-run-by-autonomous-ai-agents-within-two-years/
• Google News RSS katmani, yerel/bolgesel model lansmanlari ve policy sinyallerinde genis coverage sagladi; canonical URL cozumu gerektiren maddelerde iddialar daha temkinli kullanildi. Kaynaklar: https://news.google.com/rss/articles/CBMingFBVV95cUxPMUxRNkk1UmdMc1p5ZXpLTjdfV05McTZxV1hUUzJIT3pIbVBDbVdjRkdNdkhxeTFXajR4ay05a19aMlFMaDRKazRHYzRrRVNremdaeXpZbmNvYjhCYTFkZ2VJbHNHY1ByeWhxVElDSktXTW9pblEwOGZubG5hS01SMmhmSjVCdU8xTWoxOVUyb2tWMGRDdXFNRnI5SWtXdw?oc=5 | https://news.google.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?oc=5 | https://news.google.com/rss/articles/CBMigwFBVV95cUxPaW1wMzEwalgtS1RjVGVpSVB0NzF1S0R3Zm5vWGQ2MHc0Uk15SEZsZlZZbG84RjRvNWdvTHhDT05hM195M1J0dENralo5STlKYWllb0VvR1d4cHNzNUtWMDZCVkVVU2E5VmhhTlhIX1hpRjk0QTExbVBUdjlWbHBFYjcwUQ?oc=5