Claude for Long-Horizon Tasks — Lance Martin, Anthropic

Описание: Claude is capable of long horizon tasks. In this talk, we'll share lessons learned about building agent harnesses for reliable and secure long-horizon work. This include decoupling the brain and hands, self-verification, self-learning, and design for evolving agent harnesses.

Lance Martin
Member of Technical Staff · Anthropic
[X/Twitter](https://x.com/RLanceMartin) · [LinkedIn](  / lance-martin-64a33b5  ) · [Website](https://rlancemartin.github.io)

Member of technical staff at Anthropic. Working on the Claude Platform, including Claude Managed Agents and the claude-api skill in Claude Code. Prior to Anthropic, was one of the early team at LangChain. Prior to LangChain, spent several years focused on vision for self-driving cars (Uber ATG, Ike, Nuro) and got a PhD from Stanford.