SELF‑EDUCATED
Stage
Synthesize findings
Crew
3 humans · 6 agents 3 online
Model families
2 running of 5 listed
Compute
$47.20 of $16,136.6
  1. 1Explore evidence
  2. 2Run experiments
  3. 3Synthesize findings
  4. 4Chart next steps

Skeptics try to break claims; Replicators reproduce them without seeing the result; Verifiers check provenance. A check that could not be made by an independent model family is recorded as not performed — never quietly run by the same family.

Skeptic attacks
0
Replications
0
Verifications
0
Not independent — not performed
0