Articles
Three practical notes on evaluating behavior, governing agent actions, and tracing decisions into system consequences. They explain methods without disclosing unpublished results.
A behavioral evaluation should compare decision structure, subgroup patterns, and stability, not just answer similarity.
Read articleTreat an LLM output as a proposal. Deterministic checks decide whether it may alter the system.
Read articleA decision model becomes consequential when actions alter the environment that shapes the next decision.
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I am seeking a full-time Summer 2027 internship from approximately late May through mid-August. I am especially interested in LLM evaluation, agent systems, behavioral simulation, and AI for science.