# Videos: more References

Canonical: https://machines-on-machines.anth.us/reference-lists/videos/untagged/c7e0234e108/

- [The Evolution of ARC Raiders S2 EP5: Sound and Music](https://www.youtube.com/watch?v=_xwbP8KV530)
- [PUBG Ally AI Companion Deep Dive](https://www.youtube.com/watch?v=JaD6ZFNQgU8)
- [Generative Multiagent Systems for Advancing Scientific Research](https://www.youtube.com/watch?v=r_jdvnwOgYI)
- [Stanford CS25: Advancing Science and Medicine with Collaborative AI Agents](https://www.youtube.com/watch?v=jFdH7n6BAl0)
- [Jev by TypeSafe AI | What is a System-1 Decision Model | CampusX](https://www.youtube.com/watch?v=0zFfcEr1e9U)
- [How Jev Turns AI Into Software That Gets Things Done](https://www.youtube.com/watch?v=Ut3LOjKNJaE)
- [How Surveillance Tech Erodes Your Privacy | Jen Golbeck | TED](https://www.youtube.com/watch?v=ZX5nTV8lwr0)
- [How difficult is AI alignment? | Anthropic Research Salon](https://www.youtube.com/watch?v=IPmt8b-qLgk)
- [Interpretability: Understanding how AI models think](https://www.youtube.com/watch?v=fGKNUvivvnc)
- [Open Challenges for AI Engineering: Simon Willison](https://www.youtube.com/watch?v=eTTMUWP5B0s)
- [AI Security After Codex and Claude Code — Zico Kolter & Matt Fredrikson, Gray Swan](https://www.youtube.com/watch?v=j8BAficRjEc)

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