https://www.seventnews.com/en/articles/the-livebench-leaderboard-is-a-study-in-diminishing-returns SevenTnewS en 2026-07-22T22:51:53.375563+02:00 The LiveBench top four are separated by 2.2 points. The cost difference is brutal. https://www.seventnews.com/en/articles/claude-security-scans-your-codebase-like-a-security-researcher-would-and-suggests-patches SevenTnewS en 2026-07-22T20:09:54.612527+02:00 Anthropic's new security tool treats your code like a researcher would, then suggests fixes https://www.seventnews.com/en/articles/impeccable-ai-moves-from-github-star-to-built-in-copilot-skill SevenTnewS en 2026-07-22T18:17:18.527932+02:00 Copilot just learned what good code looks like, not just valid code https://www.seventnews.com/en/articles/the-314-billion-assumption-that-just-broke-how-chinas-kimi-k3-rewired-ais-economics SevenTnewS en 2026-07-22T16:41:54.710648+02:00 The $314 billion assumption that just broke https://www.seventnews.com/en/articles/understanding-must-precede-generation-why-minimaxs-new-tokenizer-breaks-a-scaling-wall SevenTnewS en 2026-07-22T16:41:35.878217+02:00 The tokenizer that learned to understand before it learned to generate https://www.seventnews.com/en/articles/mistral-rebrands-le-chat-as-vibe-betting-on-a-single-agent-for-work-and-code SevenTnewS en 2026-07-22T14:00:00+02:00 Mistral killed Le Chat and bet everything on one agent that does both your inbox and your pull requests https://www.seventnews.com/en/articles/praisonai-face-a-langchain-et-crewai-le-framework-qui-mise-sur-la-vitesse-dinstanciation-est-il-un-vrai-concurrent SevenTnewS en 2026-07-22T13:17:00+02:00 14 microsecondes d'instanciation: PraisonAI peut-il vraiment détrôner LangChain? https://www.seventnews.com/en/articles/will-ai-become-sentient-a-new-framework-proposes-a-test-for-machine-consciousness SevenTnewS en 2026-07-22T11:00:00+02:00 Will AI Become Sentient? A New Framework Proposes a Test for Machine Consciousness https://www.seventnews.com/en/articles/your-ai-agents-failure-might-not-be-the-models-fault SevenTnewS en 2026-07-22T09:00:00+02:00 Your AI agent keeps failing? It might be the harness, not the brain https://www.seventnews.com/en/articles/why-your-ai-agents-working-memory-is-failing-at-long-tasks SevenTnewS en 2026-07-22T09:00:00+02:00 The $47 million question about AI agents is buried in their working memory https://www.seventnews.com/en/articles/swap-mnist-for-cifar-10-and-the-recipe-for-brain-like-ai-flips-entirely SevenTnewS en 2026-07-22T08:19:00+02:00 The MNIST-to-CIFAR flip that exposed a blind spot in brain-like AI research https://www.seventnews.com/en/articles/google-vids-wants-to-be-your-camera-editor-and-actor-rolled-into-one SevenTnewS en 2026-07-22T07:32:00+02:00 Google Vids just turned your selfie into a full production studio https://www.seventnews.com/en/articles/parallel-agents-are-not-just-about-speed-here-is-what-makes-them-work SevenTnewS en 2026-07-22T07:31:00+02:00 Parallel agents aren't about speed. They fail when your architecture does. https://www.seventnews.com/en/articles/google-releases-gemini-36-flash-along-with-a-lite-model-and-a-cybersecurity-variant SevenTnewS en 2026-07-22T00:49:45.468922+02:00 Google's three-model Gemini drop: a cheaper flash, a faster lite, and a cyber variant locked to governments https://www.seventnews.com/en/articles/poolsides-laguna-xs-21-gains-5-points-on-coding-benchmarks-with-the-same-hardware SevenTnewS en 2026-07-21T21:33:59.806494+02:00 The 33B model that just beat 137B models on coding benchmarks without changing hardware https://www.seventnews.com/en/articles/sakana-ais-fugu-cyber-hits-869-on-security-benchmarks-but-says-raw-models-arent-the-answer SevenTnewS en 2026-07-21T18:21:17.062335+02:00 Sakana's new cyber agent matches frontier models but tells you not to trust it alone https://www.seventnews.com/en/articles/opencode-adds-gemini-36-flash-and-a-lite-tier-that-cuts-costs-by-80 SevenTnewS en 2026-07-21T18:10:52.098090+02:00 OpenCode slashes AI coding costs by 80% with two new Gemini models https://www.seventnews.com/en/articles/how-to-write-effective-prompts-for-claude-a-practical-guide-for-professionals SevenTnewS en 2026-07-21T16:24:00+02:00 How to Write Effective Prompts for Claude: A Practical Guide for Professionals https://www.seventnews.com/en/articles/the-math-behind-the-speedup-how-speculative-decoding-hides-latency-without-changing-outputs SevenTnewS en 2026-07-21T15:28:00+02:00 Speculative decoding is the nearest free lunch in LLM inference https://www.seventnews.com/en/articles/a-gemini-35-flash-test-leak-reveals-googles-missing-pro-model SevenTnewS en 2026-07-21T15:04:25.283373+02:00 The Gemini 3.6 flash leak has a far more interesting question: where's the pro? https://www.seventnews.com/en/articles/why-every-ai-agent-needs-a-stack-a-formal-architecture-for-taming-tool-explosion SevenTnewS en 2026-07-21T09:00:00+02:00 The 96% context cut that finally makes AI agent tool hierarchies work https://www.seventnews.com/en/articles/grok-can-now-run-jobs-on-its-own-schedules-email-triggers-and-full-conversations SevenTnewS en 2026-07-21T07:43:00+02:00 Grok now does your chores on a schedule, and email triggers are the real news https://www.seventnews.com/en/articles/googles-health-ai-bet-is-about-reach-not-just-accuracy SevenTnewS en 2026-07-21T07:32:00+02:00 Google's health AI bet is about reach, not just accuracy https://www.seventnews.com/en/articles/google-just-outmaneuvered-apple-in-brussels-and-bought-itself-a-year-to-lock-down-android-ai SevenTnewS en 2026-07-21T07:13:00+02:00 Google bought itself a year of Android AI dominance, and Apple still can't touch it https://www.seventnews.com/en/articles/microsoft-tests-a-chinese-model-to-cut-copilot-costs-by-up-to-600-million SevenTnewS en 2026-07-21T03:00:19.121530+02:00 Microsoft's $600 million bet on a Chinese model might reshape AI costs https://www.seventnews.com/en/articles/kimi-work-automates-your-daily-ai-tasks-with-a-built-in-cron-engine SevenTnewS en 2026-07-21T02:54:06.889927+02:00 Your AI tasks now schedule themselves. Kimi Work ships a cron engine. https://www.seventnews.com/en/articles/hundreds-of-simple-bricks-taught-themselves-to-recognize-their-own-shape SevenTnewS en 2026-07-21T02:23:00+02:00 These identical bricks taught themselves to recognize their own shape. No central brain needed. https://www.seventnews.com/en/articles/anthropic-commits-50000-in-claude-credits-to-rare-disease-researchers SevenTnewS en 2026-07-21T00:32:24.353081+02:00 $50,000 in Claude credits won't cure rare diseases, but it might map the path