Last week, I attended an event in San Francisco for people in the “AI Safety” field. I use scare quotes because I didn’t previously recognize how formalized the institutional and network structure is around this.1
I previously only understood it as a general directional view of AI impacts, and not a field one could go into.2
Below are some thoughts following my first contact with the Safety natives:
The interest is sincere: I don’t know what I was expecting, but coming from Washington where earnestness is viewed as a weakness (or at least a giveaway that you’re new), it was confusing at first.
Broad agreement / different emphases: There was something resembling a meeting of young political party operatives.3 I got the sense of a very top-level consensus that better understanding AI risks at a practical level — especially as can be incorporated into company practices — is a righteous mission. But within that the emphasis varied: policy advocacy, communications, technical model evaluation research, general talent development, recruitment…
Washington is a mystery: (as with all of this, impressions are based on a non-representative sample) Of those who've never directly engaged in federal policy, their description of where things stand (“the current debate”) were largely informed by a passive TwiXter vibe, with incorrect conclusions, such as:
Musk is still part of determinative policy machinery
No one was paying attention to AI safety concerns, including cybersecurity risks, until very recently. I mean like in the last couple weeks.
Sen. Sanders’ announcement of a proposed bill to…do something (honestly I don’t even know), meaningfully moves the needle on near-term policy.4
I mentioned that a leading Democratic House voice on AI is a car salesman from Virginia, and got the usual eye-roll, before continuing…who’s actively pursuing a Master’s in Machine Learning.
Then dropped, his closest GOP counterpart is a former game developer …with degrees in computer science and AI from CalTech and UCLA.
Builder culture is real: I assumed the entrepreneur, “imagine it-do it” culture was overstated, papered over by the gobs of money and equity grants sloshing around. But these were fairly young people, some with a demonstrable track record of successfully building organizations and fundraising, many of whom were looking toward a pivot that likely meant less income going forward. There's something admirable in that.
“Don't wait to jump in too long”: several people had moved to SF without a promised job, or even a permanent visa. They just knew it was the place to be for what they wanted to do. And not just arrived without a job — they didn’t want a job, they wanted to found an organization and just did it! Sure Washington has (or had) some of that blind faith—youngsters arriving on interest, without a job in hand. But I don’t recall ever meeting someone who said, “I’m interested in policy/politics, so I moved here in order to start an organization serving an unmet need.”
The jargon…: I have a longer post forthcoming on the oppression of jargon, and it’s a universal problem. At the same time it’s necessary because acronyms are so much faster. A name came up multiple times, so I asked someone what it was. They were polite and didn’t betray any obvious exasperation, but there was a slight bemusement at how someone at this event didn’t know what Constellation was.
This person agrees jargon is a barrier. In fact I get a kick out of them referring to human persons having “correct context” and “alignment” in terms of their jobs.
A Mature Industry: As of about a year ago when I left Washington, “AI Safety” was mostly a not-flattering description of a loose group of opinion-havers. At most a general opinion, and at worst a smug dismissal used by a16z-types. That’s certainly changed some #becauseevents.
But here it’s not only not that: it’s a whole vocation, a set of skills, and a career path all in one. A Congressional chief of staff friend said it sounded like nothing if not a maturing industry, which makes perfect sense.
Credentials are whatever: experience and successes are more important than degree, headline company name, etc.
I have no opinion of whether this particular arrangement all taken together is optimal for AI Safety success. But offer the following:
#1 is a necessary condition (however weird it feels to me)
#3 is solvable
#7 is encouraging but risks falling into the ossification trap of any industry.
I’m curious what other non-natives think or have experienced themselves.
There's even the people urging against youngsters going straight into AI safety. Which is a classic of any mature, fashionable industry. Reminds of that pattern from the 2010s: anytime the New York Times declared a trend, New York Magazine would immediately declare the trend over.
I’m choosing not to identify participants — though I’m not sure that it was actually off-the-record in that respect — because people are incapable of being chill in re: safety v. acceleration. Additionally it was by invite only.
I assume. I’ve never worked on a campaign or attended a capital P political event, beyond small group candidate PAC fundraisers in my former role as a registered lobbyist.
In fact, that Sanders meaningfully indicates the direction of policy in general is a more widespread view than I would've thought. I say this without any strong feelings about him or his policies.
In nearly 20 years in the Senate, he's had 3 bills become law (1 was a postal office naming).
But it made sense that X/social media as a proxy would lead to this conclusion. His office was next to mine for several years though, so there’s that.


Thanks for writing this. I'm curious how much public overlap you saw with the Effective Altruism movement. (It sounds like a lot given the reference to Constellation). I understand the attraction to longtermism, but if the safety movement is dominated by a focus on preventing the worst possible outcomes (vs the everyday bad happening now or very shortly), we risk ignoring the crisis in front of us for one that is still hypothetical.