unseen corpora or it doesn’t count

8 corpora · 6 unseen during authoring

timestamp

on apr 19, the research draft checked whether the result held on repositories atlas had never seen.

benchmark setup

i mapped symbols, calls, and tests, then compared the agent against plain text tools before trusting the graph.

suspicious result

the first result looked too good, so i gave the judge code tools and added unseen corpora before trusting it.

the pattern

i turn an idea into a tool, measure it, look for the embarrassing counterexample, and keep whatever survives.