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.

New researchDashboardCandidate reviewScript lab

1 · Select evidence

Generate from a completed discovery run

50 recent runs
cb0344e1-6d30-48eb-ae4a-61ff11191dceFind cross-cultural evergreen Shorts that answer a natural recognizable daily life question and show an unexpected mechanism or sensory phenomenon; choose high absolute performance and strong relative channel outliers over quiz/educational long video.completed 10/19/2026, 10:01:29 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.