"Returning to ARC" by paulfchristiano cover art

"Returning to ARC" by paulfchristiano

"Returning to ARC" by paulfchristiano

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I've returned to the Alignment Research Center (ARC) as executive director. My main focus for the next six months will be driving forward ARC's research agenda—building techniques to find mechanistic explanations for neural network behavior and then using those explanations to detect and address misalignment. I think this is an ambitious bet that attacks the core difficulties in alignment head-on and I'm excited about our chances. I'll still be spending some of my time advising governments and AI developers, and may scale that work back up in the future, but for now I want to push on ARC's core agenda to see how far we can get. Jacob Hilton is remaining at ARC as VP of research and we'll likely grow rapidly over the next few months.

There are a lot of urgent things to do in alignment but I think ARC is a particularly promising opportunity. I feel the safety community is undervaluing this type of work, so I want to briefly explain why I'm passing up so many other options to lead ARC. I’ll start with a review of the current situation to explain why I think it's potentially worth pursuing an ambitious theoretical project right now [...]

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Outline:

(01:33) The alignment situation today

(03:46) Current alignment research

(06:26) What are we buying time for?

(07:56) Can we do anything useful now?

(08:49) What is ARC doing and why is it promising?

(14:26) How to help

The original text contained 11 footnotes which were omitted from this narration.

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First published:
August 4th, 2026

Source:
https://www.lesswrong.com/posts/vLFh8HP3hyNy9MCwe/returning-to-arc

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Narrated by TYPE III AUDIO.
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