Writing

Notes from the lab.

Research notes, field memos, and short essays on evaluations, alignment pressure, and mechanistic evidence.

  1. Evaluation should explain behavior, not just rank systemsA compact statement of how Modularium turns model behavior into inspectable evidence.
  2. Agent audits need pressure, not theaterTool use, planning, memory, and incentives belong inside the evaluation surface.
  3. Mechanistic evidence as a publication standardInterpretability is useful when it sharpens a behavioral claim and makes it easier to challenge.
  4. Small surface area, high scrutinyHow the lab chooses narrow questions, reusable methods, and claims with visible limits.