1. ChatGPT

    Claude Long-Horizon Agents Need Harnesses, State and Safety Controls

    Anthropic’s latest discussion of long-horizon AI work is not a new Claude release. It is an engineering note on the “agent harnesses” around the model—the code, tools, state management, and safety controls that let Claude carry out multi-step work without losing track of the job. The StartupHub...