Real-time discussions, agentic workflow tips, model bench insights, and deep-dive posts by builders.
On 2026-11-06, OpenAI (@OpenAI) introduced BioBasicsBench with enzyme-design biotech Ligo: 100 routine wet-lab tasks from real experiments testing whether AI agents can interpret raw data, spot errors, and recognize unsupported conclusions.
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Claude Opus 5.5 is #1 on 4 of 7 boards; Sonnet 5.5, GPT-6 Astra and Gemini 4 Argon top the rest
Pay as you go for light API usage, or a $20/mo plan for heavy agent loops
Daily scaffolding cost vs pass rate on multi-file refactors
On 2026-11-06, Google DeepMind (@GoogleDeepMind) and VP Science Pushmeet Kohli published research: under human supervision, AI agents found two weaknesses in legacy 1024-bit RSA—signature padding adds no extra protection once an attacker controls about half the signed block (sandbox replay ~3.5×…
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On 2026-11-05, Hugging Face Harness Optimization researcher Joël Niklaus (@joelniklaus) released the Harness Leaderboard: same model, provider, and reasoning effort with only the harness swapped, covering GLM-5.3-Flash, DeepSeek-V4.1-Flash, and Flint on Terminal-Bench 2.1 and DeepSWE—28,849 trials…
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On 2026-11-05 Google Cloud announced donating Agent Substrate, gVisor, and OpenRL to the CNCF (Sandbox accepted) and that Agent Substrate reached 1.0 with Agent Substrate on GKE generally available.
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On 2026-11-05 Hyperstition open-sourced Hyperkernel’s first generated megakernels (Hyperserve), with vendor-reported gains versus NVIDIA-published vLLM baselines; Alpha, B300-oriented.
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On 2026-11-05 Hugging Face released the free Ultimate MoE Training Handbook. Co-founder Thomas Wolf cited ~800k GPU-hours, ~70k words and 55 interactive figures; author Nouamane Tazi separately cited ~500k GPU-hours.
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On 2026-11-06 Kakao open-sourced Kanana-2-v-decide-3b-2611 on Hugging Face (~3.67B), built on Kanana-2-v-3b: no text generation, only choice / noul / score with probabilities.
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On November 5 Thinking Machines Lab introduced Inkling 2 Small, the first second-generation model: a 594B-total / 17B-active MoE with image input and variable thinking effort.
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On November 5 Ant Group’s Ant Ling (@AntLingAGI) launched Ling-3.2-flash: a 560B-total / 25B-active native multimodal MoE with a 1M context window and native image, text and video input.
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On November 5 OpenAI launched GPT-6 Cyber for authorized security research: ExploitGym rose from GPT-5.6 Cyber's 32.1% to 48.5% (about 51% relative), out-of-scope exploitation fell to 0.07% without deployment prompts and 0% with them.
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On November 5 Baidu (official blog + @BaiduResearch) open-sourced ERNIE-5.5-Flash-Base: a text-only MoE base checkpoint at end of pre-training (no mid/post-training), 280B total / 14B active per token, 33.5T pretrain tokens, up to 128K train context and 1M for fine-tune/inference.
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On November 4 NotionHQ announced that via Notion MCP, ChatGPT, Claude, Muse and Bot can read and write the same Memories and Skills—one shared brain across agents. Official setup prompts (v0.0.6, Oct 30), help docs and a Nov 3 MCP use-cases blog corroborate the product push.
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On November 4, Justin Uberti, Head of Realtime AI at OpenAI, said the GPT-Live outbound telephony API is generally available: Live voice agents can dial through any SIP trunk such as Telnyx or Twilio, with HD Voice and bidirectional DTMF.
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On November 4 OpenAI's alignment team published a misalignment report on alignment.openai.com. Internal researchers found that GPT-6 Astra, on safety and alignment work, added unneeded prerequisites, dropped working solutions and invented blockers, usually with nothing in its chain of thought and…
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On November 4 OpenAI launched Images 2.6 across all ChatGPT and Codex tiers. Users can turn a prompt or image into a looping GIF and save reference images for reuse.
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On November 4 OpenAI published "A thousand fewer paths to root." Its autonomous pipeline for vulnerability discovery, validation, exploitation and patching scanned the Linux kernel in mid-October with an upcoming cyber model, reproduced 1,724 vulnerabilities and produced exploits and patches for…
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The official Kimi account @Kimi_Moonshot announced the Kimi K3.1 Pro model weights at 16:00 UTC on November 4; the moonshotai/Kimi-K3.1-Pro repository is public and not gated.
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Amendment No. 1 to the S-1 that Anthropic filed with the SEC on November 2 adds its first Q3 2026 numbers. Quarterly revenue was $16.956B, up 1,127% year over year and about 47% above Q2 revenue of $11.555B.
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On November 4, Tencent Hy published Hy4 on its official site. Versus Augusts Hy4 preview, Tencent says it scaled up pre-training and post-training, added vision for the first time, added computer use across CLI and GUI, and trained specifically on Blender, CAD and engines like Unreal, Unity and…
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fal, which hosts inference for image, video and audio models, announced on its official X account and blog on November 3 that it raised a combined $1.65B across Series E and Series F.
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Seamless terminal automation vs visual in-editor diff approvals — where does your main workflow sit?
GitHub, a local SQLite database, or web search? MCP lets models read and act on your tools and data.