I work on scientific frameworks for understanding AI, and on using AI to advance science.
Currently working on
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Predicting Black Hole X-ray Emission from Multimodal Data | AstroAI
Measuring mutual information between X-ray emission from a black hole and optical information from its host galaxy using physical foundation models.
Some previous projects
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Honest LLMs through introspection | LIAA
Detecting hallucinations in language models with calibration and probing, for honest confidence estimates.
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Visual search (Finding Waldo) | Kreiman Lab
Exploring the emergent similarity of visual attention in CNNs and in human brains.
Things I liked (and you might too)
- Borges, The Analytical Language of John Wilkins
- Hofstadter, Analogy as the Core of Cognition
- Ziming Liu, A Good ML Theory is Like Physics
- Acquired, Google Part III: The AI Company