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Top storiesthis week
Meta releases Muse Glimmer 30B as an Apache 2.0 open-weight local agent model
Meta released Muse Glimmer, a 30B Apache 2.0 dense model for local agent workflows. Reports cite 4-bit builds under 20GB, vision input, function calling, 131K context, and day-0 support in Hugging Face, vLLM, SGLang, Ollama, and MLX.
Composio and Ante benchmark coding agent harnesses with 47%–67% success range
Composio and Ante tests reported that the same models behaved very differently by harness. DeepSeek V4 Flash ranged from 47% to 67% task success and $0.019 to $0.104 per task across harnesses.
Reports say OpenClaw exposed missing auth on gym booking cancellation API
Reports say OpenClaw’s gym demo found missing authorization checks on cancellation endpoints in an Australian booking API. The agent allegedly canceled another user’s reservation, leaving responsibility unclear between app auth and harness controls.
OpenAI releases GPT-5.6-Cyber for approved Daybreak Blue and Red teams
OpenAI released GPT-5.6-Cyber through expanded Daybreak Blue and Red tiers for authorized vulnerability research, exploit validation, and testing. OpenAI frames the release as less-restricted access for defenders with safeguards.
OpenRouter updates Auto Router with 30 task types and 7-day spend-based routing
OpenRouter upgraded Auto Router to classify prompts into about 30 task types, then route by anonymized 7-day spend share and cost tier. OpenRouter says the max tier beat the old router across five benchmark domains.