Building Effective AI Agents
…In this post, we share what we’ve learned from working with our customers and building agents ourselves, and give practical advice for developers on building effective agents. What are agents? "Agent…
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Project Vend: Can Claude run a small shop? (And why does that matter?)
…Can Claude run a small shop? (And why does that matter?) Jun 27, 2025 We let Claude manage an automated store in our office as a small business for about a month…
How we contain Claude across products
…We recently built Claude Code auto mode, which automates safer approvals in order to reduce this approval fatigue. Still, vulnerabilities remain—any probabilistic defense has a non-zero miss rate. 1 The…
2028: Two scenarios for global AI leadership
…Efforts that identify shared challenges and advance ideas to prepare for and mitigate these risks are in our shared interests. The prospects for productive engagement are best when the US maintains a…
Vibe physics: The AI grad student
…In August 2024, Sakana AI released their AI Scientist , a system designed to automate the entire research lifecycle—from generating hypotheses to writing papers. In February 2025, Google released an AI co…
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