A field note on agent evaluation
A rising benchmark score now tells you more about the benchmark than the agent. Notes from the other side of trusting one.
May 19, 2026 · 10 min read · 8 pp · 4 refs
Category
Papers
Original research notes and surveys, written to be read.
Scaling laws revisited — what 2025 taught us
Five empirical updates to the Chinchilla picture, with implications for how labs spend their next billion.
March 11, 2026 · 10 min read · 8 pp · 8 refs