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Sampura Research: Hill-climbing Alignment using Humans
Sampura Research is a London-based nonprofit, founded by Google DeepMind alumni, building Human-AI Complementarity for AI alignment. As AI systems grow more capable, the judges we use to train, evaluate & monitor them increasingly fall short. Most of the field responds by replacing humans with LLM judges; we think humans & AIs have complementary strengths, & that human oversight is an uncorrelated layer of defence that AI-only judges can't provide. In this talk we'll share how we're building better judges: a leaderboard of 50+ alignment-relevant datasets, & methods that route, decompose & assist across humans & AIs to hill-climb it.
Schedule (you can join for any part)
12:30 - Talk (20 min)
12:50 - Q&A (20 min)
13:10 - Informal chat with the team (20 min)
Backed by an $11M grant from Coefficient Giving, we're a small in-person team hiring founding technical staff, looking to solve alignment instead of pausing AI. Come along & say hello!
Apply: Founding Member of Technical Staff application
Website: https://sampura.org/
Lunch will be provided!
Update: We're almost at capacity, & will admit folks based on their profile
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