A collection of projects I’m currently working on.

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Trace-Bench

A benchmark and RL training substrate for evaluating causal diagnostic reasoning in AI agents

Dynamic Context Management

Adaptive context management for LLMs via Primal-Dual Thompson Sampling

Ad Arena

A simulation environment and LLM benchmark for search advertising bidding strategies