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

50 recent runs
01218088-66fa-401f-bd6b-fc6cbf990d2fDiscover recent high-performing competitor YouTube Shorts about everyday physics or household objects with a surprising clear scientific explanation, not pranks, quizzes, experiments without explanation, or duplicate mechanisms: buoyancy, ventosas suction, poleas, energy pumped storage.completed 10/19/2026, 10:01:27 PM

2 · Durable generation

Generation job state

Queue a generation job to inspect its lifecycle.

3 · Provenance

Proposal batch

Awaiting successful job

4 · Durable evaluation

Advocate / Skeptic jobs

A proposal batch is required before evaluation jobs can be planned.

5 · Human review handoff

Generated candidates

No automatic factual or editorial approval

A successful generation job will expose its candidates here.