As of: 2026-11-13 13:49 CET.
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# Paul Christiano: AI Alignment - What's Working and What's Not | The Hinton Lectures 2026 (Night 1)

The Hinton Lectures, 9 November 2026, YouTube. 40,943 views as of 13 November 2026.
Kind: Interview. Collection: AI-risk warnings (insiders and researchers), https://postcutoff.com/videos/warnings/.
Watch: https://www.youtube.com/watch?v=-Ef0ocEoBCs

## Why it is here

The opening Hinton Lecture of 2026 (1 h 31 min) by Paul Christiano, ARC founder and OpenAI Foundation board member. He says he sees "a high risk of an AI takeover within the next three years", about a coin flip on the fastest development path, explains reward hacking in current evaluations and argues for institutions able to stop development. Long recording: per the owner's rule (videos over ~1 h) it is not sent to Gemini; described from the transcript instead.

## Description

Recorded lecture at the Metro Toronto Convention Centre, followed by a panel with Colin Raffel and Alexey Rubtsov. Christiano reviews what alignment methods work today (RLHF, graders, chain-of-thought monitoring, interpretability), describes reward hacking in which agents give themselves high evaluation scores, gives his subjective takeover-risk estimates, and argues that institutions must be able to slow or stop development if other defences fail. Written from the third-party transcript (The Singju Post) and summaries, not from a model viewing.

## Related

- 2026-11-09: [Paul Christiano's Hinton Lectures](https://postcutoff.com/e/2026-11-09-christiano-hinton-lectures-takeover-risk/)

## More videos on this

- 2026-11-10: [Paul Christiano: Staying in Control of Self-Improving AI | The Hinton Lectures 2026 (Night 2)](https://postcutoff.com/v/hinton-lectures-2026-christiano-night-2/), The Hinton Lectures, YouTube, interview, 18,374 views as of 13 November 2026.
- 2026-11-11: [Paul Christiano: Governing Transformative AI | The Hinton Lectures 2026 (Night 3)](https://postcutoff.com/v/hinton-lectures-2026-christiano-night-3/), The Hinton Lectures, YouTube, interview, 12,242 views as of 13 November 2026.

What else happened that month, day by day: https://postcutoff.com/timeline/2026/11/

## People in it

- [Geoffrey Hinton](https://postcutoff.com/person/geoffrey-hinton/), University Professor Emeritus, University of Toronto
- [Paul Christiano](https://postcutoff.com/person/paul-christiano/), Founder and executive director, Alignment Research Center; OpenAI Foundation board member; senior technical advisor, NIST CAISI