Oracle Gece Arastirma — 2026-04-15

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

Oracle Gece Arastirma — 2026-04-15

Otomatik derleme | v3 pipeline | 106 kaynak | 2819 benzersiz item

Gunun Ozeti

Bu gecenin ana resmi, agent deneylerinin arayuz numarasindan operasyon katmanina gecmesi. Google, Chrome icinde tekrar kullanilabilir AI promptlarini "Skills" olarak urunlestirirken Anthropic de Claude Code routines ile ajanlari zamanlanmis bug-fix ve code-review iscilerine ceviriyor. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/

Ikinci eksen, capability kadar governance'in da manşete cikmasi. Mythos etrafinda Washington brifingleri, Birlesik Krallik testleri ve liability bill ayrismasi; AI'nin artik sadece ne yapabildigiyle degil, kime raporlandigi ve nasil sinirlandirildigiyla degerlendirildigini gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/ | https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/

Ucuncu eksen, altyapi ve fiziksel dunya. Cloudflare MCP referans mimarisi, GitHub'in guvenlik tarama iyilestirmeleri, Oracle-Bloom enerji anlasmasi, Ukraine'in yalniz drone ve yer robotlariyla pozisyon ele gecirmesi ve Science Corp'un insan beyni icin ilk sensore hazirlanmasi; AI hikayesinin artik veri merkezinden sahaya, browser'dan biyolojiye tasindigini gosteriyor. Kaynaklar: https://blog.cloudflare.com/enterprise-mcp/ | https://github.blog/changelog/2026-04-14-oidc-support-for-dependabot-and-code-scanning | https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/ | https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/

Trend Analizi

7 gunluk tracker, AI Agents, Autonomous, MCP ve NVIDIA ekseninde spike; AI Regulation, AI Safety, Apple, Claude 4 ve ElevenLabs tarafinda yukselis gosteriyor. Bugunun secimi de bunu dogruluyor: Cloudflare'in MCP governance blog serisi, Claude Code routines, GitHub agent model secimi ve Mythos etrafindaki devlet/policy tartismasi ayni ivmeye baglaniyor. Kaynaklar: file:///Users/mahsum/clawd/research/nightly-v3/state/trends.json | https://blog.cloudflare.com/enterprise-mcp/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/ | https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com | https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/

Dusus tarafinda DeepSeek ve GPT-4 hattinin zayiflamasi, gunun haber akisinin frontier model benchmark'larindan cok operasyonel deployment ve trust katmanina kaydigini gosteriyor. Bugun one cikan hikaye yeni bir "en iyi model" yarisi degil; prompt workflow'larini browser'a, coding ajanlarini rutine, MCP'yi enterprise policy'ye ve security scan'lerini issue akisina gommek oldu. Kaynaklar: file:///Users/mahsum/clawd/research/nightly-v3/state/trends.json | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/ | https://blog.cloudflare.com/managed-oauth-for-access/ | https://github.blog/changelog/2026-04-14-link-code-scanning-alerts-to-github-issues

NVIDIA ve power/compute anlatisi da tracker'daki altyapi baskisini destekliyor. Oracle-Bloom veri merkezi elektrigi hamlesi, HyperPod inference best-practice'leri ve AI'nin CPU/RAM/power kisitlarini artik urun seviyesinde hissettirdigini soyluyor. Kaynaklar: file:///Users/mahsum/clawd/research/nightly-v3/state/trends.json | https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html | https://aws.amazon.com/blogs/machine-learning/best-practices-to-run-inference-on-amazon-sagemaker-hyperpod/

Top 7

1. Chrome Skills, prompt engineering'i browser seviyesinde yeniden kullanilabilir is akisina cevirdi. Bu, "iyi prompt yaz" evresinden "iyi prompt'u urunlestir" evresine gecis. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://arstechnica.com/google/2026/04/google-introduces-skills-in-chrome-to-make-gemini-prompts-instantly-reusable/
2. Claude Code routines, coding ajanlarini arka planda calisan rutin isciler haline getiriyor. Scheduled fix, review ve webhook tabanli calisma, agent operasyonlarini daha kurumsal hale tasiyor. Kaynaklar: https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/ | https://www.reddit.com/r/ClaudeAI/comments/1sle6tg/now_in_research_preview_routines_in_claude_code/
3. Cloudflare, MCP icin governance-first referans stack acikladi. Managed OAuth, Mesh ve non-human identity guvenligi; agent deployment'in artik sadece capability degil access-control problemi oldugunu netlestiriyor. Kaynaklar: https://blog.cloudflare.com/enterprise-mcp/ | https://blog.cloudflare.com/managed-oauth-for-access/ | https://blog.cloudflare.com/mesh/ | https://blog.cloudflare.com/improved-developer-security/
4. Mythos, AI safety'yi teknik testten siyasi koordinasyona tasidi. Washington brifingi, UK testleri ve liability bill gerilimi; high-end cyber modellerin dogrudan policy konusu oldugunu gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/ | https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/
5. GitHub, agent ve security islerini yazilim akisina daha derin gomuyor. Model secimi, OIDC, code scanning-to-Issues ve secret scanning guncellemeleri, guvenligin artik platform primitive'i oldugunu gosteriyor. Kaynaklar: https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com | https://github.blog/changelog/2026-04-14-oidc-support-for-dependabot-and-code-scanning | https://github.blog/changelog/2026-04-14-link-code-scanning-alerts-to-github-issues | https://github.blog/changelog/2026-04-14-secret-scanning-pattern-updates-and-product-improvements/
6. AI'nin asıl darboğazi yazilim degil enerji ve inference operasyonu olmaya basliyor. Oracle-Bloom fuel cell anlasmasi ve HyperPod pratikleri, compute bollugu varsayiminin bittiğini anlatiyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html | https://aws.amazon.com/blogs/machine-learning/best-practices-to-run-inference-on-amazon-sagemaker-hyperpod/
7. Embodied ve AI-science hatti laboratuvardan cikiyor. Ukraine'in robotik operasyonu, Science Corp'un implant hazirligi ve yeni GUI/agent benchmark'lari, ajanin ekranla sinirli kalmayacagini gosteriyor. Kaynaklar: https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/ | https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/ | https://arxiv.org/abs/2604.11784 | https://arxiv.org/abs/2604.09587

KAT-1

• Browser artik agent runtime'a donusuyor. Chrome Skills, promptlari tek seferlik chat artefact'i olmaktan cikarip tekrar kullanilabilir mini-otomasyonlara ceviriyor. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://www.theverge.com/tech/911658/google-chrome-gemini-ai-skills-availability-launch
• Gemini Personal Intelligence'in Hindistan'a acilmasi, consumer AI'nin locale-specific rollout stratejisini hizlandiriyor. Kaynak: https://techcrunch.com/2026/04/14/google-brings-its-gemini-personal-intelligence-feature-to-india/

KAT-2

• Claude Code routines, coding islerini schedule/webhook odakli arka plan gorevlerine donusturuyor. Kaynak: https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• GitHub'in Claude ve Codex icin model selection vermesi, coding agent pazarinda model routing'i bir UX primitive'i haline getiriyor. Kaynak: https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com

KAT-3

• Cloudflare'in enterprise MCP mimarisi, agent deployment'in asil degerini tool sayisinda degil governance zincirinde ariyor. Kaynak: https://blog.cloudflare.com/enterprise-mcp/
• Managed OAuth + Mesh, internal app ve private network erisimini user-on-behalf-of mantigiyla yeniden tanimliyor. Kaynaklar: https://blog.cloudflare.com/managed-oauth-for-access/ | https://blog.cloudflare.com/mesh/

KAT-4

• ClawGUI, MobiFlow ve The Amazing Agent Race, GUI ajanlarinda "tool kullanimi guclu ama navigasyon zayif" problemini daha olculebilir hale getiriyor. Kaynaklar: https://arxiv.org/abs/2604.11784 | https://arxiv.org/abs/2604.09587 | https://arxiv.org/abs/2604.10261
• LABBench2 ve Turing Test on Screen, ajan kapasitesini sadece kodda degil biyoloji lab'i ve mobil GUI gercekliginde de sinamaya basliyor. Kaynaklar: https://arxiv.org/abs/2604.09554 | https://arxiv.org/abs/2604.09574

KAT-5

• Human-like Working Memory Interference in LLMs, reasoning kalitesini yalnizca kapasite degil dikkat catisma mimarisi olarak okumayi oneriyor. Kaynak: https://arxiv.org/abs/2604.09670
• A Mechanistic Analysis of Looped Reasoning Language Models, looped modellerin neden bazen daha istikrarli dusundugunu acmaya calisiyor. Kaynak: https://arxiv.org/abs/2604.11791

KAT-6

• Mythos etrafindaki policy baskisi, cyber-capable modellerde release stratejisinin teknik kadar siyasi oldugunu gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/
• Deliberative Alignment ve instruction-level savunmalar, inference-time safety'nin tekrar sicak arastirma alani oldugunu teyit ediyor. Kaynaklar: https://arxiv.org/abs/2604.09665 | https://arxiv.org/abs/2604.10403

KAT-7

• Oracle-Bloom enerji anlasmasi, AI veri merkezi buyumesinde elektrik tedarikinin stratejik avantaja donustugunu gosteriyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html
• HyperPod ve Path-to-Value cercevesi, "model kurduk" ile "uretimde verim aldik" arasindaki operasyon bosluguna odaklaniyor. Kaynaklar: https://aws.amazon.com/blogs/machine-learning/best-practices-to-run-inference-on-amazon-sagemaker-hyperpod/ | https://aws.amazon.com/blogs/machine-learning/navigating-the-generative-ai-journey-the-path-to-value-framework-from-aws/

KAT-8

• Ukraine'in drone + yer robotu operasyonu, embodied AI'nin gercek dunya taktigine geciste propaganda eşiğini asiyor. Kaynak: https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/
• Science Corp ve BrainCo Revo 3, hem neurotech hem de robotik el tarafinda insan-makine arayuzlerinin hizlandigini gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/ | https://www.donanimhaber.com/tesbih-cekebilen-insansi-robot-eli-gelistirildi-brainco-revo-3--204437

KAT-9

• Liability bill ayrismasi, frontier lab'lerin ayni safety riskine karsi farkli politika tercihleri yaptigini gosteriyor. Kaynak: https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/
• Topluluktaki LSP hooks, Claude degradation ve ClawBench paylasimlari, pratik agent kalitesinin hala benchmark skorundan cok tooling ve navigation ile sinirlandigini soyluyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sllfv0/hooks_that_force_claude_code_to_use_lsp_instead/ | https://www.reddit.com/r/artificial/comments/1slhln5/claude_code_degradation_an_interesting_and_novel/ | https://www.reddit.com/r/MachineLearning/comments/1slf7pg/clawbench_can_ai_agents_complete_everyday_online/

LLM & Model Guncellemeleri

• Gemini Personal Intelligence'in Hindistan rollout'u, Google'in kisilestirilmis asistan anlatimini ABD disina tasidigini gosteriyor. Kaynak: https://techcrunch.com/2026/04/14/google-brings-its-gemini-personal-intelligence-feature-to-india/
• Claude Mythos, kamuya acilmayan ama devlete anlatilan bir model sinifina donustu. Bu, release politikasinin yeni frontier modeli olabilecegini isaret ediyor. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/
• InfoQ'nun Anthropic emotion-like mechanisms ozetlemesi, model davranisinin ic temsiller uzerinden okunmasina ilginin surdugunu gosteriyor. Kaynak: https://www.infoq.com/news/2026/04/anthropic-paper-llms/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI%2C+ML+%26+Data+Engineering

Arastirma & Paper'lar

• ClawGUI, GUI agent lifecycle'ini training-eval-deploy ekseninde birlestirmeyi deniyor. Kaynak: https://arxiv.org/abs/2604.11784
• LABBench2, biology research icin AI sistemlerini onceki nesil benchmark'lardan daha gercekci bir lab setting'ine cekiyor. Kaynak: https://arxiv.org/abs/2604.09554
• The Diffusion-Attention Connection, transformer ile diffusion cizgisini ayri aileler degil tek Markov geometri ailesi gibi okumaya calisiyor. Kaynak: https://arxiv.org/abs/2604.09560
• DDO-RM for LLM Preference Optimization, DPO'ya karsi daha minimal ve held-out bakis sunan bir benchmark dili oneriyor. Kaynak: https://arxiv.org/abs/2604.11119

Araclar & Framework'ler

• Chrome Skills, prompt workflow'larini tek tiklik, tekrar kullanilabilir browser araclarina ceviriyor. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://techcrunch.com/2026/04/14/google-adds-ai-skills-to-chrome-to-help-you-save-favorite-workflows/
• Claude Code routines, scheduled coding automation'i ilk kez bu kadar urunlesmis bir bicimde one cikardi. Kaynak: https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• Spring AI SDK for Bedrock AgentCore GA, Java/Spring ekosisteminde agent integration'i enterprise normuna cekiyor. Kaynak: https://aws.amazon.com/blogs/machine-learning/spring-ai-sdk-for-amazon-bedrock-agentcore-is-now-generally-available/

Acik Kaynak

• Topluluk tarafinda MiniMax GGUF incelemeleri ve Qwen tuning denemeleri, frontier'e alternatif open/local stack arayisinin surdugunu gosteriyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1slk4di/minimax_m27_gguf_investigation_fixes_benchmarks/ | https://www.reddit.com/r/LocalLLaMA/comments/1sl85r5/the_llm_tunes_its_own_llamacpp_flags_54_toks_on/
• LSP enforcement hooks for Claude Code, basit bir workflow hack'inin bile token maliyetini dramatik azaltabildigini gosteriyor. Kaynak: https://www.reddit.com/r/LocalLLaMA/comments/1sllfv0/hooks_that_force_claude_code_to_use_lsp_instead/
• Telegram remote for Claude Code v2, agent operasyonda remote control katmaninin da acik kaynaklasmaya basladigini anlatiyor. Kaynak: https://www.reddit.com/r/artificial/comments/1slgk2x/built_a_telegram_remote_for_claude_code_v2_is/

Endustri & Sirketler

• Oracle + Bloom Energy, veri merkezi elektrigini finans piyasasinin ana AI hikayelerinden biri haline getirdi. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html
• Google, Chrome uzerinden AI workflow lock-in'i derinlestiriyor. Bu, tarayicinin yeni verimlilik yuzeyi olmasi anlamina geliyor. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://www.wired.com/story/how-to-use-google-chrome-ai-powered-skills/
• Science Corp'un implant hazirligi, neurotech tarafinda sermayenin AI ile biyoarabirim arasina daha cesur girdigini gosteriyor. Kaynak: https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/

AI Agent'lar

• Claude Code routines, coding agent'i interaktif arac olmaktan cikarip uzun omurlu otomasyon iscisine donusturuyor. Kaynak: https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• ClawGUI, MobiFlow ve The Amazing Agent Race, agent'larin tool kullanmakta iyi ama navigasyon ve grounding'de hala zorlandigini gosteriyor. Kaynaklar: https://arxiv.org/abs/2604.11784 | https://arxiv.org/abs/2604.09587 | https://arxiv.org/abs/2604.10261
• Pioneer Agent, production icinde kucuk modellerin surekli iyilesmesini hedefliyor; bu, tek-sefer fine-tune mantigindan farkli bir operational loop. Kaynak: https://arxiv.org/abs/2604.09791

Multimodal

• Sense Less, Infer More, edge medical intelligence icin agentic multimodal transformer cizgisine isaret ediyor. Kaynak: https://arxiv.org/abs/2604.10404
• LVSum, uzun videoda zaman damgasi farkindaligi olan ozetleme ihtiyacini netlestiriyor. Kaynak: https://arxiv.org/abs/2604.10024
• TranslateGemma topluluk benchmark'i, translation kalite tartismasinda otomatik skor ile insan QA arasindaki farki gosteriyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sl5k6d/we_benchmarked_translategemma12b_against_5/ | https://www.reddit.com/r/MachineLearning/comments/1sl4wjj/we_benchmarked_translategemma_against_5_other/

Robotik & Embodied AI

• Ukraine'in yalniz drone ve yer robotlariyla pozisyon almasi, embodied autonomy'nin savunma sahasinda sembolik esik actigini gosteriyor. Kaynak: https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/
• BrainCo Revo 3 robot eli, dexterity demosunun artik daha ince hareketlere kaydigini gosteriyor. Kaynak: https://www.donanimhaber.com/tesbih-cekebilen-insansi-robot-eli-gelistirildi-brainco-revo-3--204437
• CableTract, tarim icin field robot tasariminin enerji ve zemin-basinci sinirlarini birlikte ele aliyor. Kaynak: https://arxiv.org/abs/2604.09938

Edge & Cihaz

• Chrome Skills'in browser merkezli calismasi, edge tarafinda yeni compute katmaninin tarayici oldugunu ima ediyor. Kaynak: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/
• Headless AI server on Xiaomi 12 Pro ve Gemma 4 31B 4bit tartismalari, pahali cloud yerine uc cihazlarda yeterli kalite arayisinin surdugunu gosteriyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sl6931/247_headless_ai_server_on_xiaomi_12_pro/ | https://www.reddit.com/r/LocalLLaMA/comments/1sl7bug/gemma_4_31b_4bit_is_all_you_need/
• Quantization Dominates Rank Reduction for KV-Cache Compression, edge reasoning icin asil kazancin rank reduction'dan cok quantization'dan gelebilecegini savunuyor. Kaynak: https://arxiv.org/abs/2604.11501

Veri & Altyapi

• Oracle-Bloom deal, enerji tedariğini AI altyapisinin birinci sinif bileşeni haline getiriyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html
• HyperPod inference best-practice'leri, training sonrasi serving duzeninin ayri bir uzmanlik sahasi oldugunu gosteriyor. Kaynak: https://aws.amazon.com/blogs/machine-learning/best-practices-to-run-inference-on-amazon-sagemaker-hyperpod/
• SBOM exports'in async olmasi, yazilim tedarik zinciri gorunurlugunun da AI hizina yetismek icin yeniden tasarlandigini gosteriyor. Kaynak: https://github.blog/changelog/2026-04-14-sbom-exports-are-now-computed-asynchronously/

Guvenlik & Alignment

• UK Mythos testleri, hype ile gercek cyber risk arasinda daha olculu bir cizgi cizmeye calisiyor. Kaynak: https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/
• Claude Mythos'un weakly defended network'leri end-to-end compromise edebilmesi, exploit zincirlerinin AI ile ne kadar hizlanabilecegine dair sert bir sinyal. Kaynak: https://the-decoder.com/claude-mythos-can-autonomously-compromise-weakly-defended-enterprise-networks-end-to-end/
• Deliberative Alignment is Deep, but Uncertainty Remains ve Latent Instruction Representation Alignment, safety'nin yine inference ve representation katmaninda savunma aradigini gosteriyor. Kaynaklar: https://arxiv.org/abs/2604.09665 | https://arxiv.org/abs/2604.10403
• ADD for Multi-Bit Image Watermarking ve Exact Certification against Label Poisoning, guvenlik tartismasinin hem icerik otantiklik hem de training-time saldiri katmanina ayni anda kaydigini gosteriyor. Kaynaklar: https://arxiv.org/abs/2604.11491 | https://arxiv.org/abs/2604.11416

Reguelasyon & Politika

• Anthropic'in Mythos icin Trump yonetimine briefing vermesi, frontier cyber modellerin artik klasik launch PR'indan cok policy onboarding sureci yasadigini gosteriyor. Kaynak: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/
• Anthropic'in liability bill'e karsi cikmasi, lab'ler arasi duzenleme vizyonunun hizla ayrismaya basladigini teyit ediyor. Kaynak: https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/
• Turkiye Rekabet Kurumu'nun dijital rekabet baskisi, AI destekli platformlasma dalgasinin lokal policy seviyesinde de daha sert incelenecegini gosteriyor. Kaynak: https://www.donanimhaber.com/rekabet-kurumu-harekete-gecti-rekabet-kurallari-degisiyor--204445

Topluluk & Tartismalar

• Claude Code degradation tartismasi, agent deneyiminde perceived kalite ile benchmark arasindaki mesafenin toplulukta tekrar gundeme geldigini gosteriyor. Kaynak: https://www.reddit.com/r/artificial/comments/1slhln5/claude_code_degradation_an_interesting_and_novel/
• ClawBench paylasimi, gundelik web gorevlerinde ajanlarin hala dusuk basari bandinda kaldigini hatirlatiyor. Kaynak: https://www.reddit.com/r/MachineLearning/comments/1slf7pg/clawbench_can_ai_agents_complete_everyday_online/
• Claude Code desktop parallel sessions paylasimi, tek ajan degil coklu ajan UX'ine talebin buyudugunu gosteriyor. Kaynak: https://www.reddit.com/r/ClaudeAI/comments/1slictc/claude_code_on_desktop_redesigned_for_parallel/

CikCik Paketi

• LSP enforcement hooks, agent'in grep yerine daha yapisal code navigation kullanmasinin token maliyetini sert bicimde dusurebildigini gosteriyor. Kaynak: https://www.reddit.com/r/LocalLLaMA/comments/1sllfv0/hooks_that_force_claude_code_to_use_lsp_instead/
• ClawBench thread'i, GUI/web ajanlarin tool-user olmaktan gercek navigator'a gecemedigini tekrar gundeme getirdi. Kaynak: https://www.reddit.com/r/MachineLearning/comments/1slf7pg/clawbench_can_ai_agents_complete_everyday_online/
• Claude Code remote v2, coding agent'lar icin mobil/uzaktan operasyon ihtiyacinin artik net use-case oldugunu gosteriyor. Kaynak: https://www.reddit.com/r/artificial/comments/1slgk2x/built_a_telegram_remote_for_claude_code_v2_is/
• MiniMax GGUF investigation, open-weight toplulugunun yalniz benchmark degil dosya kalitesi ve lisans tartismasina da odaklandigini gosteriyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1slk4di/minimax_m27_gguf_investigation_fixes_benchmarks/ | https://www.reddit.com/r/LocalLLaMA/comments/1slkjqp/updated_minimax_m27_still_doesnt_allow_coding_a/
• Gemma subtitle benchmark ve 4-bit tartismasi, lokal model seciminde tek metric yerine insan QA + deployment pratigi kombinasyonunun daha degerli oldugunu gosteriyor. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sl5k6d/we_benchmarked_translategemma12b_against_5/ | https://www.reddit.com/r/LocalLLaMA/comments/1sl7bug/gemma_4_31b_4bit_is_all_you_need/

Rehberler & Kaynaklar

• MIT'nin software engineering gelecegi makalesi, coding agent dalgasinin is akisi ve ekip yapisini nasil degistirecegine dair temiz bir ust seviye cerceve sunuyor. Kaynak: https://www.technologyreview.com/2026/04/14/1134397/redefining-the-future-of-software-engineering/
• AWS Path-to-Value cercevesi, "hangi use-case paraya doner" sorusuna operasyonel cevap arayan ekipler icin faydali. Kaynak: https://aws.amazon.com/blogs/machine-learning/navigating-the-generative-ai-journey-the-path-to-value-framework-from-aws/
• How to Use Google Chrome's New AI-Powered Skills, consumer-facing workflow urunlestirmesini hizli anlamak icin iyi bir giris. Kaynak: https://www.wired.com/story/how-to-use-google-chrome-ai-powered-skills/

Oracle Self-Improvement Sinyalleri

• Bu run'da browser + enterprise infra + policy ucgeni ayni hikayeyi kurdu. Salt paper secimi, bugunku operasyonel degisimi eksik okurdu. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://blog.cloudflare.com/enterprise-mcp/ | https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/
• Search/social fallback tarafinda canonical URL sorunu suruyor; vendor-origin kaynaklara yaslanmak kaliteyi belirgin artiriyor. Bu gece secim stratejisi bilerek blog, changelog ve arxiv agirlikli tutuldu. Kaynaklar: file:///tmp/v3-prompt.txt | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com | https://arxiv.org/abs/2604.11784
• Rapor jenerasyonunda LLM bos-yanit riski goruldugu icin deterministic fallback ihtiyaci netlesti. Bir sonraki iterasyonda report-generator icin ikinci-provider veya local-template fallback eklenmeli. Kaynaklar: file:///tmp/v3-prompt.txt | file:///Users/mahsum/clawd/research/nightly-v3/reports/2026-04-15.md
• Agent kalitesini artik capability, navigation, governance ve power olmak uzere dort eksende birlikte puanlamak gerekiyor. Bugun bu dortlu ayni veri setinde beraber belirdi. Kaynaklar: https://arxiv.org/abs/2604.10261 | https://blog.cloudflare.com/enterprise-mcp/ | https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/

Kaynak Ozeti

• Kurumsal urun ve platform sinyali, Google AI Blog, Cloudflare Blog, GitHub Changelog, AWS ML Blog ve The Decoder tarafindan tasindi. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://blog.cloudflare.com/enterprise-mcp/ | https://github.blog/changelog/2026-04-14-oidc-support-for-dependabot-and-code-scanning | https://aws.amazon.com/blogs/machine-learning/spring-ai-sdk-for-amazon-bedrock-agentcore-is-now-generally-available/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• Guvenlik ve policy sinyali, TechCrunch, Ars Technica, Wired ve arXiv hattinda toplandi. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/ | https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/ | https://arxiv.org/abs/2604.09665 | https://arxiv.org/abs/2604.10403
• Topluluk ve saha sinyali, Reddit thread'leri, DonanimHaber ve The Decoder ile daha operasyonel ve daha somut use-case'ler uzerinden geldi. Kaynaklar: https://www.reddit.com/r/LocalLLaMA/comments/1sllfv0/hooks_that_force_claude_code_to_use_lsp_instead/ | https://www.reddit.com/r/MachineLearning/comments/1slf7pg/clawbench_can_ai_agents_complete_everyday_online/ | https://www.donanimhaber.com/tesbih-cekebilen-insansi-robot-eli-gelistirildi-brainco-revo-3--204437 | https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/

SECURITY

• Cloudflare'in non-human identity ve scoped permission paketi, agent guvenligini API key dagitimi degil policy enforcement problemi olarak yeniden kuruyor. Kaynak: https://blog.cloudflare.com/improved-developer-security/
• GitHub'in OIDC, secret scanning ve code scanning improvements paketi, software supply-chain tarafinda insan-disi aktorleri daha izlenebilir hale getiriyor. Kaynaklar: https://github.blog/changelog/2026-04-14-oidc-support-for-dependabot-and-code-scanning | https://github.blog/changelog/2026-04-14-secret-scanning-pattern-updates-and-product-improvements/ | https://github.blog/changelog/2026-04-14-link-code-scanning-alerts-to-github-issues
• Mythos tartismasi, cyber exploit hizinin patch kapasitesini asabilecegi korkusunu daha somut hale getirdi. Kaynaklar: https://the-decoder.com/claude-mythos-can-autonomously-compromise-weakly-defended-enterprise-networks-end-to-end/ | https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/

REGULATION

• Mythos icin devlet brifingi yapilmasi, frontier cyber model release'lerinde regule edilmemis ama fiilen danisilan bir "pre-policy" asamasina gecildigini gosteriyor. Kaynak: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/
• Anthropic'in liability bill'e itirazi, lab'lerin kamu guvenligi risklerini nasil bolusturecegi konusunda ortak vizyon olmadigini gosteriyor. Kaynak: https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/
• Yerel rekabet ve dijital pazar baskisi, AI destekli platformlar icin yalniz ABD-AB degil lokal regulator'lerin de hizlandigini gosteriyor. Kaynak: https://www.donanimhaber.com/rekabet-kurumu-harekete-gecti-rekabet-kurallari-degisiyor--204445

AI-SCIENCE

• Science Corp'un ilk insan sensoru, AI, neuroprosthetics ve BCI hattinin daha dogrudan urunlesecegini gosteriyor. Kaynak: https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/
• Emotion-like mechanisms, working memory interference ve looped reasoning calismalari, model davranisini yalniz benchmark skoru degil bilişsel analoglar uzerinden okumaya devam ediyor. Kaynaklar: https://www.infoq.com/news/2026/04/anthropic-paper-llms/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI%2C+ML+%26+Data+Engineering | https://arxiv.org/abs/2604.09670 | https://arxiv.org/abs/2604.11791
• Cin merkezli matematik problemi cozum haberi, AI-science tarafinda sembolik ve arastirma destekli sistemlere ilginin genisledigini gosteriyor. Kaynak: https://www.donanimhaber.com/cinli-yapay-zeka-on-yillik-bir-matematik-problemini-cozdu--204413

INFRA

• Oracle-Bloom fuel cell anlasmasi, veri merkezi talebinde elektrik altyapisinin artik GPU kadar stratejik oldugunu gosteriyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://www.cnbc.com/2026/04/14/oracle-orcl-bloom-energy-be-stock-data-center-ai-power.html
• Cloudflare Mesh + enterprise MCP, network, identity ve access katmanini AI deployment'in cekirdeğine tasiyor. Kaynaklar: https://blog.cloudflare.com/mesh/ | https://blog.cloudflare.com/enterprise-mcp/
• HyperPod inference best-practice'leri, serving altyapisinin ayri optimizasyon disiplinine donustugunu teyit ediyor. Kaynak: https://aws.amazon.com/blogs/machine-learning/best-practices-to-run-inference-on-amazon-sagemaker-hyperpod/

SAFETY

• UK Mythos testleri, frontier cyber model riskinin yalnizca marketing diliyle degil test protokolleriyle tartisilmasi gerektigini gosteriyor. Kaynak: https://arstechnica.com/ai/2026/04/uk-govs-mythos-ai-tests-help-separate-cybersecurity-threat-from-hype/
• Deliberative Alignment ve instruction representation alignment, guvenli reasoning'in hala tam cozulmemis bir inference-time problemi oldugunu soyluyor. Kaynaklar: https://arxiv.org/abs/2604.09665 | https://arxiv.org/abs/2604.10403
• Label poisoning certification ve image watermarking, safety'nin sadece output refusal degil supply-chain ve provenance oldugunu hatirlatiyor. Kaynaklar: https://arxiv.org/abs/2604.11416 | https://arxiv.org/abs/2604.11491

WATCHLIST

• Chrome Skills adoption'i, browser tabanli agent workflow'larinin ne kadar hizla normallesecagini gosterecek. Kaynak: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/
• Claude Code routines rollout'u, autonomous coding'in takvimlenmis ve webhook-temelli kullaniminin ne kadar yayilacagini olcmek icin izlenmeli. Kaynak: https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• Cloudflare MCP stack, enterprise'da MCP'nin maliyet, guvenlik ve yonetilebilirlik acisindan standart haline gelip gelmeyecegini belirleyecek. Kaynak: https://blog.cloudflare.com/enterprise-mcp/
• Oracle enerji hamlesi, AI veri merkezi buyumesinin yeni darboğazinin enerji olup olmayacagini test edecek. Kaynak: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/
• Science Corp implanti, AI-neurotech cizgisinde bir sonraki büyük tartismayi etik ve klinik kanit eksenine tasiyabilir. Kaynak: https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/

TRENDS

• Prompt'tan process'e gecis hizlaniyor. Chrome Skills ve Claude Code routines birlikte bakildiginda, AI degerinin tek cevaptan cok kalici workflow oldugu netlesiyor. Kaynaklar: https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/
• Governance, capability'yi yakalamaya calisiyor. Mythos, Cloudflare MCP ve GitHub security degisiklikleri; ajanlarin guc kazandikca access-control ve audit beklentisinin de arttigini gosteriyor. Kaynaklar: https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://blog.cloudflare.com/enterprise-mcp/ | https://github.blog/changelog/2026-04-14-oidc-support-for-dependabot-and-code-scanning
• Gercek dunya entegrasyonu derinlesiyor. Veri merkezleri enerjiyle, browser'lar prompt workflow'lariyla, savunma alanlari robotik sistemlerle, biyoloji ise implantlarla baglaniyor. Kaynaklar: https://go.theregister.com/feed/www.theregister.com/2026/04/14/oracle_bloom_fuel_cells/ | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/ | https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/

Coverage / Blind Spots

Bu run'da 5/5 source family kapsanmis gorunuyor: rss/news, search, community, social ve academic/api. Toplam 8583 ham item, 2819 benzersiz item ve 106 benzersiz kaynaklik havuz tarandi. Kaynaklar: file:///tmp/v3-prompt.txt | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/rss.json | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/search.json | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/community.json | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/social.json | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/academic.json

Coverage summary'de missing family, thin family veya empty topic gorunmuyor. Ancak top source dagilimi sosyal fallback ve arXiv agirlikli oldugu icin canonical URL kalitesi ile islenmis kurumsal signal arasinda hala secim gerektiriyor. Kaynaklar: file:///tmp/v3-prompt.txt | file:///Users/mahsum/clawd/research/nightly-v3/state/trends.json

Bu gece secim stratejisi bilincli olarak vendor blog, changelog, arXiv ve birkac topluluk sinyali kombinasyonuna yaslandi. Bu, coverage'i degil gürültüyü daraltti; ozellikle social ve search aggregator akisini ana omurga yapmak yerine dogrulanabilir kaynaga oncelik verdi. Kaynaklar: file:///tmp/v3-prompt.txt | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://blog.cloudflare.com/enterprise-mcp/ | https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com

Bu Gece Sistem Ne Ogrendi

Kalici pattern su: launches, regulation ve models yogun kalmaya devam ediyor ama bugun asil fark yaratan sey yeni model degil yeni control-plane oldu. Chrome Skills, Claude Code routines, GitHub model selection ve Cloudflare MCP birlikte okundugunda kazananin "daha zeki model"den cok "daha iyi is akisi" oldugu goruluyor. Kaynaklar: file:///tmp/v3-prompt.txt | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/ | https://github.blog/changelog/2026-04-14-model-selection-for-claude-and-codex-agents-on-github-com | https://blog.cloudflare.com/enterprise-mcp/

Onceki learning artifact'ta yukselen varliklar olarak Google, AI Agents, Anthropic, Claude ve AI Regulation one cikiyordu. Bu gece bu varliklar soyut trend olmaktan cikti: Google browser workflow'una, Anthropic policy koordinasyonuna, Claude arka plan coding otomasyonuna, AI Regulation ise liability ve cyber oversight tartismasina donustu. Kaynaklar: file:///tmp/v3-prompt.txt | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://techcrunch.com/2026/04/14/anthropic-co-founder-confirms-the-company-briefed-the-trump-administration-on-mythos/ | https://the-decoder.com/claude-code-routines-let-ai-fix-bugs-and-review-code-on-autopilot/ | https://www.wired.com/story/anthropic-opposes-the-extreme-ai-liability-bill-that-openai-backed/

Tekrar eden kor nokta, search/social fallback akisinin canonical URL ve onem sirasi konusunda hala ek isleme ihtiyac duymasi. Bir sonraki run icin link canonicalization, source trust scoring ve report-generator fallback zinciri birlikte iyilestirilmeli. Kaynaklar: file:///tmp/v3-prompt.txt | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/search.json | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/social.json | file:///Users/mahsum/clawd/research/nightly-v3/reports/2026-04-15.md

Ayrica embodied ve AI-science hatti artik ayri okunmamali. Ukraine robotik operasyonu, BCI sensor hazirligi ve GUI benchmark'lari birlikte bakildiginda ajan kavraminin ekran-ici değil sistemler-arasi hale geldigi görülüyor. Kaynaklar: https://the-decoder.com/ukraine-captures-a-russian-position-using-only-drones-and-ground-robots/ | https://techcrunch.com/2026/04/14/max-hodaks-science-corp-is-preparing-to-place-its-first-sensor-in-a-human-brain/ | https://arxiv.org/abs/2604.11784

Dedupe & Kalite Notu

Bu rapordaki tum maddeler onceki 3 gunun raporlarindan elendi veya acik tekrar riski tasiyan basliklar secim disi birakildi. Toplam 8583 ham item, 2819 benzersiz item ve 106 benzersiz kaynaklik havuz tarandi. Kaynaklar: file:///tmp/v3-prompt.txt | file:///Users/mahsum/clawd/research/nightly-v3/raw-sources/2026-04-15/unique.json Sosyal ve search fallback akisinda aggregator linkleri gorulse de rapor mumkun oldugunca canonical URL'lere yaslandi; kalan kalite acigi sonraki iterasyonda otomatik canonicalization ile kapatilabilir. Kaynaklar: file:///tmp/v3-prompt.txt | https://blog.google/products-and-platforms/products/chrome/skills-in-chrome/ | https://blog.cloudflare.com/enterprise-mcp/