Previously @ MIT '29, Decart, Judgment Labs

I'm broadly interested in studying the science of deep neural networks, generalization, and learning theory. I'm also very invested in AI alignment and human welfare over the next century.

In the past I’ve worked on: post-training video-to-video FM models, studied subliminal learning in VLMs, the Platonic Representation Hypothesis, and representational alignment between discrete diffusion and autoregressive models.

Some stuff I think is interesting!

• https://arxiv.org/pdf/2604.19740
• https://arxiv.org/pdf/2507.14805
• https://safe.ai/ai-risk
• https://arxiv.org/pdf/1612.00796
• the Hard Problem