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Keyword: aakanksha-chowdheryLink:Aakanksha Chowdhery, Azalia Mirhoseini
Stanford University's CS329A is a graduate course dedicated to self-improving AI agents, taught by Aakanksha Chowdhery and Azalia Mirhoseini. The curriculum covers foundational and modern techniques enabling LLMs to iteratively improve via environment interaction and internal feedback.
From Video: Stanford CS329A: Introduction to Self-Improving AI Agents and Scaling Trends
VideoVideo:Stanford Online
In the inaugural lecture of Stanford's CS329A course, Aakanksha Chowdhery and Azalia Mirhoseini outline the evolution of large language models towards autonomous, self-improving agents. The session explores foundational scaling laws, the emergence of chain-of-thought reasoning, post-training alignment via RLHF, inference-time scaling techniques, and the architectural principles behind agentic workflows in software engineering and research.
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