Phase 9.11
Autonomous research
Launch durable topic generation and independent Advocate/Skeptic evaluation, inspect provenance, then hand candidates to human factual and editorial review.
1 · Select evidence
Generate from a completed discovery run
1283463f-8a11-4f5d-acbb-da4d2c4ea103Find recent real viral YouTube Shorts competitor outliers about understandable everyday observations, perception, simple physics and surprising household mechanisms suitable for Spanish master explainer with French Polish Korean localizations; avoid recycling previously published topics and avoid pure visual spectaclecompleted 10/19/2026, 6:23:32 PM2 · Durable generation
Generation job state
Queue a generation job to inspect its lifecycle.
3 · Provenance
Proposal batch
4 · Durable evaluation
Advocate / Skeptic jobs
A proposal batch is required before evaluation jobs can be planned.
5 · Human review handoff
Generated candidates
A successful generation job will expose its candidates here.