The new O4-Mini model focuses on short-horizon planning with tool calling baked in, offering better latency for production agents.

Claude Ops released an open benchmark to profile perception, planning, and action latencies across orchestration stacks.

A draft regulation would require transparent logging and reversible actions for high-autonomy systems deployed in Europe.