Dean W. Ball

@deanwb.bsky.social

Senior Policy Advisor for AI and Emerging Technology, White House Office of Science and Technology Policy | Strategic Advisor for AI, National Science Foundation https://hyperdimensional.co

There are tons of technocratic AI policy proposals, but little concrete intuitions about the near-term future to motivate those proposals. The result is that the field sometimes feels disembodied, devoid of a concrete vision. Here is what I think is coming.

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My latest, on the AI export controls generally and the diffusion rule in particular. This regulatory adventure, whatever you think of it on the merits, is a case study in how rules beget more rules—how regulation grows, like a plant or a weed.

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Hyperdimensional is almost a year old! So I wrote a reflection on the first year, covering the origins of the project, SB 1047, where I erred, the impossibility of controlling technocracy, where I see the project going next, and more. Enjoy!

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“Since we necessarily underestimate our creativity, it is desirable that we underestimate to a roughly similar extent the difficulties of the tasks we face, so as to be tricked… into undertaking tasks which we can, but otherwise would not dare, tackle.” -Albert Hirschman

America is charging into an AI policy regime that will slow down adoption of AI, shrink model developers’ addressable market, and could deter frontier AI investment. It’s one of the worst ways to regulate AI, it could become a national standard soon, and it’s under-discussed.

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If chatbots stay in their current role—assistants I use for random tasks throughout the day—then ads have a negligible effect on their utility. If however chatbots become something like what the ai companies all aspire to—genuine “virtual chiefs of staff”—ads may be ruinous.

Today in our respective newsletters, @milesbrundage.bsky.social and I co-author a comment on the EU General-Purpose AI Code of Practice. We try to offer constructive comments as to how this document--which will likely be a standard for frontier AI dev compliance with the AI Act--can be improved.

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The EU General-Purpose AI Code of Practice—a document that almost exclusively regulates American companies—came out in draft on November 14. The deadline to submit comments is two weeks later, November 28, aka “Thanksgiving.” You have to admire the passive aggression.

If you use an llm to write an algorithmic impact assessment/risk management plan about your use of ai for “consequential decisions,” are those LLM-written compliance documents themselves about consequential decisions, thus requiring an additional algorithmic impact assessment?

As a general matter I have not enjoyed Kendrick’s work post-gkmc. I feel he somehow lost the sense of urgency that characterizes all great music. This new album gnx however is quite good so far (five tracks in)

I love seeing RL continue its magnificent takeover that I have doubted so many times over. I can go back to being an RL person, I don't even need to masquerade as an "RLHF" or "NLP" person anymore.

The US-China Economic and Security Review Commission, a group/report commissioned by Congress, puts an explicit AGI Manhattan Project as their top US policy recommendation.

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