# Stanford's Fall 2026 CS 224V course builds accountable, low-hallucination agents

> Original title: 斯坦福秋季新课 CS224V Agentic AI：一学期把「会幻觉的 LLM」做成可问责 Agent

- Source: meng shao
- Published: 2026-11-03T03:45:23.000Z
- Bad Influence: https://badinfluence.news/items/dd8i34hb5se0ccsao94ni6l3p
- Original: https://x.com/shao__meng/status/2117463121271128531

## Summary

Stanford's Fall 2026 CS 224V Agentic AI course, taught by Monica Lam, centers on a semester-long team project worth 65% of the grade. Topics include retrieval-augmented generation for reducing hallucination, SMT-based accountable decision-making, and long-horizon agents, with lectures built around systems such as STORM, SatIR, WikiChat, SPINACH, and SUQL. The post also covers attendance, enrollment limits, and the schedule of assignments and proposals.

## Post

https://x.com/i/article/2117461223352799232