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Lesson 2026.08.21 · 6 min read

Anthropic keeps Model 2 in-house, Grok serves word salad, China closes the gap

Today's AI essentials — 2026-08-21

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📰 News

  • Anthropic’s strongest model, “Model 2,” stays internal — About 1.5 AECI points above Mythos 5. Used for coding, data, research agents. Claude already writes most of Anthropic’s production code. No public release planned. → The Decoder

  • Grok keeps answering in gibberish — Grok Lite on grok.com only. Ask for a PDF, get “match it without and your they…” for paragraphs. A fresh chat usually clears it. The X account is fine. → TechCrunch

  • China has caught the frontier — Kimi K3, GLM-5.3, and Qwen3.8-Max sit near the top of broad benches. What’s left: reliability and cyber. A model lead isn’t a moat anymore. → The Decoder

  • 35% of pages since ChatGPT look AI-written — Pew + Pangram. .com is ~10× .edu/.gov. Em dashes and “it’s not X, it’s Y” are up too. → TechCrunch

  • Sutton: synthetic data is a “big mistake” — The world is vastly bigger than any sim. Agents should learn from their own experience. LLMs are maybe 20–25% of intelligence. → The Decoder

  • Ramp launches Router, an OpenRouter rival — OpenAI, Anthropic, DeepSeek, xAI, and more. Routing free through 2026. Logs inputs/outputs for a year unless you opt out. → TechCrunch

  • Adobe Firefly adds Gemini Omni Flash — Royalty-free music, voiceover, SFX. Video, audio, and images in one prompt. → The Decoder


  • jundot/omlx — Menu-bar LLM server for Mac. Hot RAM + cold SSD KV cache, built for local Claude Code.

  • mukul975/Anthropic-Cybersecurity-Skills — 817 agent skills for security work. Not an Anthropic product. Mapped to ATT&CK and NIST.

  • mattpocock/skills — Small, composable skills for real engineering, not vibe coding. Plugin or copy the files.

  • obra/superpowers — Spec first, TDD plan, then subagents grind for hours. Claude, Codex, Grok, and more.


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