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
b8ea3043-7258-49c1-b11a-db9db8c26963Find real Shorts from explanatory creator channels on everyday curiosity, why things happen, common sensory experiences, counterintuitive everyday mechanics, with observable competitor-relative outliers. Exclude quizzes, classroom exercises, pranks and spectacle-only experiments; prefer recent, explanatory, understandable topics we can fact-check and animate.completed 10/19/2026, 6:28:25 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.