4 signals tagged llm
MCP's 2026-07-28 spec turns a bidirectional, session-based protocol into a stateless request/response one — remote MCP servers can now run behind a plain load balancer.
Moonshot AI released the open weights of Kimi K3 — a 2.8-trillion-parameter multimodal MoE with a 1,048,576-token context window — bringing frontier-scale long context to a model you can self-host.
The method behind today's reasoning models — incentivizing step-by-step reasoning through pure reinforcement learning, with no human reasoning traces — was published, peer-reviewed, in Nature.
DeepMind's Gemini-powered evolutionary coding agent found a data-center scheduling heuristic running in production for a year (recovering ~0.7% of Google's global compute) and a 4×4 matrix-multiply that beats a 1969 record.