ИИ стал пугающим на этой неделе: Kimi K3.1, Claude Duet, MiniMax M3.1 и Unitree H2-X

This week in AI (Oct 19–25, 2026): ransomware crews caught running AI agents, PHP2Shell hits a European government, Kimi K3.1 Pro ties Claude Opus on Terminal-Bench, Claude Duet texts you first, Block's Dessa talks and listens at once, 1,946 OpenAI agents read a mouse-brain atlas in 32 minutes, Carbon-X reads raw DNA, and 14 more launches. Plus three tests on our own RTX 4090: Bark 3.0 vs Whisper, Ming 3.0 voice cloning, and WeVisOne-VL counting a crowd. Chapters: 00:00 Intro 00:36 Black October, part 2 04:56 Kimi K3.1 Pro 08:33 Claude Duet 11:24 Dessa 14:05 AI for biology 16:47 MiniMax M3.1 Flash 17:52 Worlds & video 21:13 Open image & voice 25:41 Creative tools 26:42 Unitree H2-X 27:39 Quick hits 29:10 Open vs closed 29:50 Wrap-up Our tests were run on our own PC (RTX 4090) unless noted. Community opinions are paraphrased from public threads. Sources: • SOCRadar (Phantom): https://socradar.io/blog/inc-gentleme... • Hackread: https://hackread.com/inc-the-gentleme... • Unit 42 (PHP2Shell): https://unit42.paloaltonetworks.com/ • Nippon.com (ARTEX in Japan): https://www.nippon.com/en/news/yjj202... • Infosecurity Magazine (Korea): https://www.infosecurity-magazine.com... • Kimi K3.1 Pro: https://www.kimi.ai/blog/kimi-k3-1-pro • Claude Duet: https://claude.com/resources/articles... • Dessa (Block): https://block.xyz/dessa • OpenAI + Scripps + PerturbAI: https://openai.com/index/scaling-ai-r... • Carbon-X: https://huggingface.co/HuggingFaceBio... • MiniMax M3.1 Flash: https://www.minimax.io/blog/minimax-m31f • Hy-Nomas: https://hy-nomas.hy.tencent.com/ • JST-2 (Viggle): https://viggle.ai/jst2 • FastH3 Omni: https://haoailab.com/blogs/fastvideo-... • Fibo 2.0: https://huggingface.co/briaai/Fibo-2.... • Ming 3.0 TTS: https://nomorecoding.github.io/Ming-3... • Bark 3.0: https://huggingface.co/ConwayResearch... • WeVisOne-VL: https://tencent.github.io/WeVisOne-VL/ • Ideogram Vector: https://ideogram.ai/models/vector/ • Sky-001: https://skyfall.ai/blog/introducing-s... • Unitree H2-X: https://interestingengineering.com/ai... • Hi3D 1.0: https://www.hi3d.ai/hi3d-1-0-open-source · PURE: https://funnyguy525.github.io/PURE-Page/ • Sage-A1.5: https://alpha-innovator.github.io/Sag... · MemT: https://huggingface.co/MemTensor/MemT... • Ling 3.0 Flash Santé: https://huggingface.co/inclusionAI/Li... • Prices: OpenRouter, Oct 25 2026 Crowd photo in our test: "Crowd crossing the street, Hungary 2011" by Keymeulen, CC0 (Wikimedia Commons). Demo clips belong to their creators (Block, Tencent, Viggle, Ant Group, Unitree, Hao AI Lab) and are shown for news commentary. #AI #AInews #Kimi #Claude #OpenSource #Cybersecurity