Scott Alexander

Grantmaker for the Survival and Flourishing Fund and Lightcone Commons

Titles as the sources gave them. In 4 entries, with 13 checked quotations.

What they said

Newest first. Each quotation was found word for word in the source.

“I started with the dumbest possible strategy. I assigned the best thing I could think of - a well-crafted US-China pause based on the AI Futures Project's Plan A - an arbitrary value of one million points.”
Towards The AutograntorLessWrong, November 1, 2026. Speaking as: Other. Alexander explains how the autograntor began: pricing about eighty AI safety milestones relative to a US-China pause.
“The autograntor is harder-working than I am. It does more research, surfaces more considerations, and catches things that I miss”
Towards The AutograntorLessWrong, November 1, 2026. Speaking as: Other. Alexander gives a subjective impression of the system after using it on Lightcone Commons grants.
“Every time I showed the AIs one another's results, Claude stuck to its guns and insisted that it's right, and ChatGPT admitted that it's wrong and deferred to Claude.”
Towards The AutograntorLessWrong, November 1, 2026. Speaking as: Other. Alexander describes what happened when Claude and ChatGPT results were compared, which differed by 2-3x.
“I find myself glazing over the analysis as I read it, thinking "yeah, that number is probably right . . . yeah, that number is probably right too".”
Towards The AutograntorLessWrong, November 1, 2026. Speaking as: Other. Alexander admits the specific cost-effectiveness numbers anchor Alexander's judgment despite known flaws in the system.
“it sometimes makes new insane common law rulings, and these silently poison several runs before they poison one loudly enough that I notice, investigate, and correct it.”
Towards The AutograntorLessWrong, November 1, 2026. Speaking as: Other. Alexander describes a failure mode of the rulings document the AI writes for itself to settle edge cases.
“the idea that the only ethical course is for people/companies/countries to Stop Unilaterally + Raise Awareness, with no plan for what happens if race dynamics continue anyway”
Against SURALessWrong, October 31, 2026. Speaking as: Other. Alexander defines the target of the essay, named SURA.
“This is a dangerous plan, and there would be many subtle points they would have to get right, but in a world where nobody can get a global pause in time, it's hard to think of a better one.”
Against SURALessWrong, October 31, 2026. Speaking as: Other. Alexander on Plan C, in which leading labs pause together and spend their joint lead on alignment research.
“The forecaster said this would increase the chance of a global pause by only three percentage points - from 16% to 19%”
Against SURALessWrong, October 31, 2026. Speaking as: Other. Alexander reports what an AI forecasting tool answered when asked about Anthropic disbanding to raise awareness. It is a machine estimate, not a measurement.
“The alternative to SURA isn't abandoning awareness-raising, mass activism, and support for a global pause. All of these strategies are great and important.”
Against SURALessWrong, October 31, 2026. Speaking as: Other. Alexander introduces the alternative: treat these strategies as a portfolio, not something to sacrifice for each other.
“We should get companies to once again consider legally binding weak merge-and-assist clauses.”
Against SURALessWrong, October 31, 2026. Speaking as: Other. Alexander proposes preparing leading labs for a joint pause if a coordinated global stop fails.
“Grace et al surveyed 1,580 AI researchers who presented papers at big AI-related conferences, mostly academics with no company affiliation. Over half thought there was at least a 10% chance AI would cause “human extinction or similarly permanent and severe disempowerment of the human species”.”
AI Safety Is Not A Corporate PlotAstral Codex Ten, October 15, 2026. Speaking as: Other. Describing a 2024 survey as evidence that experts outside AI companies are as concerned as those inside.
“When the slowdown call happened, Anthropic’s value on the biggest cryptocurrency futures platform dropped 4.57%, and OpenAI’s stock dropped 13.42%.”
AI Safety Is Not A Corporate PlotAstral Codex Ten, October 15, 2026. Speaking as: Other. Offered as evidence against a stock-pumping motive; the essay notes these are crypto futures proxies for private firms.
“The experts are warning you that AI could kill you because they think AI could kill you.”
AI Safety Is Not A Corporate PlotAstral Codex Ten, October 15, 2026. Speaking as: Other. Closing argument against reading the warnings as strategy.

In the Base

Every entry they appear in.

  1. EssayLessWrongAbout them

    Against Against SURA

    On LessWrong, Mikhail Samin replies point by point to Scott Alexander's essay Against SURA, which argues against AI-safety people leaving capability roles at AI companies. Samin argues that a coordinated pause is feasible, that company leaders cannot be relied on, and that alignment is not solvable in a few months.

  2. EssayLessWrongWrote it

    Towards The Autograntor

    In a 36-minute LessWrong post, Scott Alexander describes a system that has Claude forecast how much AI safety grant proposals are worth, using a list of priced milestones, plus an AI forecasting tool. Alexander reports sensible results, shares two sample analyses, and says the numbers are hard to check.

  3. EssayLessWrongWrote it

    Against SURA

    In a long essay, Scott Alexander argues against "SURA" (Stop Unilaterally + Raise Awareness), the view that AI companies, employees and countries should stop alone. Alexander says this weakens the backup plan of a coordinated lead-burning pause and may even hurt the odds of a global pause.

  4. EssayAstral Codex TenWrote it

    AI Safety Is Not A Corporate Plot

    In an essay, Scott Alexander argues that claims AI companies exaggerate danger for stock prices, distraction or regulatory capture are false. The case rests on unaffiliated experts sharing the concern, leaders voicing it before their firms existed, and market and coalition evidence that the supposed plots would backfire.