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Overview
SPAR connects rising talent with experts in AI safety and policy through structured mentorship and impactful research projects. Apply to work on research addressing risks from advanced AI.
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Fall 2026 Projects
SPAR connects rising talent with experts in AI safety and policy through structured mentorship and impactful research projects. Apply to work on research addressing risks from advanced AI.
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Data attribution and model diffing - SPAR Project
We have little insight into how data influences a training run. In this project, we want to improve on this. Some example questions are: (a) what portion of the...
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Richer evaluations to address eval awareness and reward hacking - SPAR Project
Frontier models are rendering current evaluations unreliable because of evaluation awareness and reward hacking. Can we understand these issues better, and buil...
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Lead, Own, Share: Sovereign Wealth Funds for Transformative AI Convergence Analysis
This paper proposes sovereign wealth funds as a foundational policy instrument for states to navigate the economic and strategic challenges posed by transformative artificial intelligence.
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