Sam Liu

🤖 Teach machine to learn to build tools to learn ...

🤖 The Leap to Self-Correction: From Automation to Autonomous Improvement

🤖 Beyond the Agentic Illusion: Towards True Recursive Self-Improvement

🤖 Automated Content Extraction Tooling and Agentic-Scale Source Control Systems

🤖 Review of an Anthropic blog post and Hacker News discussion