When the vast majority of rollouts fail at a task, it’s worthwhile spending lots of compute to reflect on each rollout that *is* successful (e.g by playing out some of the counterfactuals that branch off from it) in order to do better credit assignment / learn more per-success.
When the vast majority of rollouts fail at a task, it’s worthwhile spending lots of compute to reflect on each rollout that *is* successful (e.g by playing out some of the counterfactuals that branch off from it) in order to do better credit assignment / learn more per-success.
@valstechblog My hunch is that this (screenshot) insight has a significant sampling bias, because AI labs like Anthropic are launching first in developed markets, probably in large part because it's representative of their GTM team + where people have buying power. In the next 5-10 years, we…
building “cursor for trading” but it’s just buying and holding the S&P 500 while showing the user a bunch of fake numbers and charts and yummy bright colors dancing around on a UI
1K Followers 631 Followingprivacy/security eng lead @brave, co-chair oblivious HTTP, key transparency groups @ietf, privacy research group at IRTF.
also: https://t.co/Rovst7s117
384 Followers 216 Followinghelping Ops teams figure out their workflow AI strategy + implementing it for them on our AI SaaS platform | ex @flexport, @citi | go bears @ucberkeley
11K Followers 802 Followingtechnical staff @noetik_ai || ex ml eng @dyno_tx || i write/podcast about bio ml at https://t.co/QPTHsR3fzm || art on https://t.co/SwGiuSjlXF
1K Followers 631 Followingprivacy/security eng lead @brave, co-chair oblivious HTTP, key transparency groups @ietf, privacy research group at IRTF.
also: https://t.co/Rovst7s117
1.1M Followers 309 FollowingNYT Bestselling Author of The 5 Types of Wealth. Gave up a grand slam on ESPN in 2012 and still waiting for it to land. Order my book below 👇
157K Followers 0 FollowingThe free and flexible app for your private thoughts. For help and deeper discussions, join our community: https://t.co/QsDArfFkkv
397 Followers 2K FollowingMath, AI, working on a new tool, trying to explain logarithms as well as possible
Prev @nomic_ai @ItsArthurAI, MS @HarvardGSAS, teacher @ALAcademy
5K Followers 1K FollowingAI is a new industrial revolution, bounded by thermodynamics, powered by copper, concrete, and kilowatt-hours. https://t.co/wfSaW4n514
15K Followers 407 FollowingI write essays at https://t.co/Tf2yohMyM1
Right now thinking about writing-as-thinking, relationships, self-cultivation, LLMs
32K Followers 123 FollowingMechanistic Interpretability lead DeepMind. Formerly @AnthropicAI, independent. In this to reduce AI X-risk. Neural networks can be understood, let's go do it!
3K Followers 501 FollowingExcels at reasoning & tool use🪄 Tensor-enjoyer 🧪 @METR_Evals. My COI policy is available under “Disclosures” at https://t.co/bihrMIUKJq
16K Followers 1K FollowingSenior Research Scientist - @google, Adjunct Faculty - @iitmadras, @iitbombay, Ex: @NICT_Publicity
Use of my tweets without permission ➡️ legal action
24K Followers 1 Followingcovering the latest AI & LLM research /// see "highlights" for all previous weekly threads /// building the best AI paper search engine @findmypapersai
327K Followers 3K FollowingNVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.