EA Forum Podcast (Curated & popular)16 Huhti

“AI Safety’s Biggest Talent Gap Isn’t Researchers. It’s Generalists.” by Topaz, Agustín Covarrubias 🔸, Alexandra Bates, Parv Mahajan, Kairos

This post was cross posted to LessWrong

TL;DR: One of the largest talent gaps in AI safety is competent generalists: program managers, fieldbuilders, operators, org leaders, chiefs of staff, founders. Ambitious, competent junior people could develop the skills to fill these roles, but there are no good pathways for them to gain skills, experience, and credentials. Instead, they're incentivized to pursue legible technical and policy fellowships and then become full-time researchers, even if that's not a good fit for their skills. The ecosystem needs to make generalist careers more legible and accessible.

Kairos and Constellation are announcing the Generator Residency as a first step. Apply here by April 27.

Epistemic status: Fairly confident, based on 2 years running AI safety talent programs, direct hiring experience, and conversations with ~30 senior org leaders across the ecosystem in the past 6 months.

The problem

Over the past few years, AI safety has moved from niche concern toward a more mainstream issue, driven by pieces like Situational Awareness, AI 2027, If Anyone Builds It, Everyone Dies, and the rapidly increasing capabilities of the models themselves.

During this period, over 20 research fellowships have launched, collectively training thousands of fellows, with 2,000-2,500 fellows [...]

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Outline:

(01:18) The problem

(03:41) Why the pipeline is broken

(05:59) Why this matters now

(07:31) Counter-Arguments

(10:11) The Generator Residency

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First published:
April 13th, 2026

Source:
https://forum.effectivealtruism.org/posts/k3nq7FxBCsrNFmAYi/ai-safety-s-biggest-talent-gap-isn-t-researchers-it-s-2

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Narrated by TYPE III AUDIO.

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“Pivotal Research Fellowship Q1 2027 Applications Open (deadline November 1)” by Tobias Häberli, Elinor Oren

Advanced AI could go badly wrong for humanity. Pivotal exists to lower that risk. We try to find the strongest new researchers and put them to work on it with experienced mentors in our fellowship. TL...

9 Loka 5min

“Clarifying types of rogue AI activity: Breakout, breakin, exfiltration, … What’s what?” by Oliver Sourbut

In case you haven’t heard, the rogue AI agents are here. From an insider's perspective, the real news is that (rogue) AI is in the news — this is all stuff we’ve foreseen and been trying to warn peopl...

9 Loka 19min

“The Public Intellectual Is Dead. And AI Has Killed Them.” by Walter Veit

Crosspost Once upon a time, public intellectuals routinely made it into the news to discuss political, economic, medical, and scientific issues. To some extent, this is still true, but the appreciatio...

9 Loka 8min

“Epistemic security as infrastructure” by David Ritter

Hey folks -- At EA Forum next week, I'd like to engage with people who are interested in epistemic security -- the ability of a society to reliably avert threats to the processes that produce reliable...

9 Loka 1min

“Why you should run a rationality group at your university” by Carolanne Jiang, Noah Birnbaum

This post was cross posted from LessWrong TL;DR: If you enjoy LessWrong (and/or do EA/AI safety field building), you should consider starting a rationality reading group at your university. It's fun...

9 Loka 8min

“Proof of useful work for verifying AI treaties” by Ondřej_Kubů 🔸

Audio note: this post contains a lot of mathematical notation. We narrate the simpler formulas and flag the complex ones, so you may want the original text to hand. Cross-posted from my website and ...

9 Loka 41min

“Technical people: actually consider comms” by meemi

For years I had a blindspot in my thinking. I dismissed policy and advocacy work as “in another [lower-status] category” because I’m obviously a technical person! Even when I felt super pessimistic ab...

9 Loka 2min

“AI Scaling vs Human Scaling” by Toby_Ord

Audio note: this post contains a lot of mathematical notation. We narrate the simpler formulas and flag the complex ones, so you may want the original text to hand. Do AI models scale as well with m...

9 Loka 13min