A preliminary estimate, and a request for better ones.
Summary
I believe the standard literature estimates for the number of DALYs attributable to a case of stunting are too low, largely because they don’t account for the long term effects. This means that childhood nutritional interventions that reduce the prevalence of stunting may be substantially more cost-effective than previously believed.
Epistemic status
Exploratory and back-o...
Note: This post was crossposted from Planned Obsolescence by the Forum team, with the author's permission. The author may not see or respond to comments on this post.
Subtitle: It’s a major warning shot, and might be the last one we get
All opinions are my personal view, and don’t represent my employer or fellow investigators.
This week, METR and Redwood Research published...
Overview
This post summarizes a new preprint on alternative proteins from the Humane and Sustainable Food Lab: New alternatives, same orders. We investigated 19...
I worked at OpenAI for three years, from 2021-2024 on the Alignment team, which eventually became the Superalignment team. I worked on scalable oversight, part of the team developing critiques as a technique for using language models to spot mistakes in other language models. I then worked to refine an idea from Nick Cammarata into a method for using language model to generate explanations for features in language models. I was then promoted to managing a team of 4 people which worked on trying to understand language model features in context, leading to the release of an open source "transformer debugger" tool.
I resigned from OpenAI on February 15, 2024.
FWIW on timelines:
Thank you for your work there. I’m curious about what made you resign, and also about why you’ve chosen now to communicate that?
(I expect that you are under some form of NDA, and that if you were willing and able to talk about why you resigned then you would have done so in your initial post. Therefore, for readers interested in some possibly related news: last month, Daniel Kokotajlo quit OpenAI’s Futures/Governance team “due to losing confidence that it [OpenAI] would behave responsibly around the time of AGI,” and a Superalignment researcher was forced out of OpenAI in what may have been a political firing (source). OpenAI appears to be losing its most safety-conscious people.)
Hi William! Thanks for posting. Can you elaborate on your motivation for posting this Quick Take?
No comment.
Presumably NDA + forbidden to talk about the NDA (hence forbidden to talk about being forbidden to talk about ... )