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Public Anthropic draft posts described Claude Mythos as the company's most powerful model and placed a new Capybara tier above Opus 4.6. The documents also point to cybersecurity capability and compute cost as rollout constraints.
Z.ai made GLM-5.1 available to all Coding Plan users and documented how to route coding agents to it by changing the model name in config. Early harness benchmarks place it near Opus 4.6 on coding evals, but BridgeBench users report much slower tokens per second.
SAM 3.1 is a drop-in update that shares video computation across up to 16 tracked objects instead of rerunning most of the model per object. Meta's H100 numbers show roughly 30 FPS at 16 objects versus under 10 FPS for SAM 3, which cuts multi-object video tracking cost.
Google launched Gemini 3.1 Flash Live in AI Studio, the API, and Gemini Live with stronger audio tool use, lower latency, and 128K context. Voice-agent teams should benchmark quality, latency, and thinking settings before switching.
Mistral released open-weight Voxtral TTS with low-latency streaming, voice cloning, and cross-lingual adaptation, and vLLM Omni shipped day-0 support. Voice-agent teams should compare quality, latency, and serving cost against closed APIs.
Chroma released Context-1, a 20B search agent it says pushes the speed-cost-accuracy frontier for agentic search, with open weights on Hugging Face. Benchmark it against your current search stack before wiring it into production.
Cohere released a 2B speech-to-text model with 14 languages and top Open ASR scores, and upstreamed encoder-decoder optimizations to vLLM in the same launch. It is a self-hosted ASR option, so test accuracy and throughput on your own speech workload.
Lyria 3 Pro and Lyria 3 Clip are now in Gemini API and AI Studio, with Lyria 3 Pro priced at $0.08 per song and able to structure tracks into verses and choruses. That gives developers a clearer path to longer-form music features, with watermarking and prompt design built in.
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