
Four items for builders today: the US government forces Anthropic to take Fable 5 and Mythos 5 offline over a narrow jailbreak claim Anthropic publicly disputes; Moonshot AI releases Kimi K2.7 Code with 30% leaner reasoning but only vendor benchmarks at launch; Google Research's Gemini-SQL2 clears 80% on the BIRD text-to-SQL leaderboard for the first time; and Nous Research's Hermes Agent (193k stars) gains attention as a self-improving terminal agent that pairs with any OpenAI-compatible endpoint.
| Benchmark | K2.6 | K2.7 Code | GPT-5.5 | Claude Opus 4.8 |
|---|---|---|---|---|
| Kimi Code Bench v2 | 50.9 | 62.0 | 69.0 | 67.4 |
| Program Bench | 48.3 | 53.6 | 69.1 | 63.8 |
| MLS Bench Lite | 26.7 | 35.1 | 35.5 | 42.8 |
| MCP Mark Verified | 72.8 | 81.1 | 92.9 | 76.4 |
kimi-k2.7-code, and the fixed sampling parameters (temperature 1.0, top_p 0.95) apply server-side, so you can swap it in without an architecture change and measure against your own workloads before committing.

hermes model and there's no code change required. It runs as a terminal TUI, and also connects to Telegram, Discord, Slack, WhatsApp, and Signal from a single gateway process. MCP support means you can give it structured access to databases, issue trackers, and internal APIs without writing a custom integration.https://api.moonshot.ai/v1, model kimi-k2.7-code) or route through OpenRouter. Preserve reasoning_content in multi-turn tool calls — dropping it returns an API error. The combination addresses a real constraint: Hermes' skill persistence keeps project context across sessions, while Kimi's 256K window holds enough code in a single session to apply those skills at repo scale.anthropic.com
marktechpost.com
venturebeat.com
the-decoder.com
x.com
aiweekly.co
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