A common question about the impact of AI is how good it will be at interacting with the physical world. Even as we enter the era of AI agents—which take actions instead of just providing information—these actions are largely digital, such as writing code and manipulating software. We’ve previously explored how AI can bridge the digital-physical divide in a limited way with Project Vend, where we had Claude run a small shop in Anthropic’s office. In that experiment, AI’s interaction with the real world was mediated by human labor. In this robodog experiment, we took a natural next step and used
Project Fetch: Can Claude train a robot dog?…Agents for financial services We're releasing ten new Cowork and Claude Code plugins, integrations with the Microsoft 365 suite, new connectors, and an MCP app for financial services and insurance organizations.
…It was part of Project Vend , a free-form experiment exploring how well AIs could do on complex, real-world tasks. Alas, the shopkeeper—a modified version of Claude we named “Claudius…
…A coding Agent to resolve SWE-bench tasks , which involve edits to many files based on a task description; Our “computer use” reference implementation , where Claude uses a computer to accomplish tasks…
…For example, Claude Code is a flexible agent harness, and we used its core primitives through the Agent SDK to build our long-running agent harness . An evaluation suite is a collection…
…same Claude model, same harness, same task set. In our experiments, success rates increased with resource headroom. This was primarily driven by infra error rates dropping monotonically at each step, going from…
…In line with other data showing that Claude is extensively used for coding, Computer Programmers are at the top, with 75% coverage, followed by Customer Service Representatives, whose main tasks we increasingly…
…Agents for financial services We're releasing ten new Cowork and Claude Code plugins, integrations with the Microsoft 365 suite, new connectors, and an MCP app for financial services and insurance organizations…