Joey David

I work to make LLMs more capable, more legible and safer, even as they get smarter than the people steering them. I'm currently at MILeS, working on LLM reasoning.

Early hidden-state probes for eventual correctness in reasoning traces.

2025 · medical imaging

Transformer-based localization of uveitis symptoms

Semi-supervised localization work for ultra-wide-field fundus scans with Lyon hospitals and DISP Laboratory.

Selected Projects

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Agentica

2026

Modular agentic framework for automation, learning, and research.

Heuristic Retrieval for Latent Reasoning

2026

Latent-space guidance system for Meta's Coconut model.

Heuristic latent retrieval visualization

Joey David

Recent Research

Temporal Predictors of Outcome in Reasoning LMs

Transformer-based localization of uveitis symptoms

Selected Projects

Agentica

Heuristic Retrieval for Latent Reasoning