We're aggregating contested expert discourse across media, AI, money, health, and sports — with cross-vendor verification on every synthesis and a transparent stack in the stack. We're inviting people in batches. Tell us where you'd want to start, and we'll email when your invite is ready.
The book-criticism consensus map plots Tier-1 outlets (NYT, NPR Books) against Tier-4/5 retail review aggregators with a Disagreement Index for each title. Where critics and the BookTok feed diverge is plotted, not averaged.
Cross-vendor synthesis verification. Writer on the model; reviewer on the verifier. Each synthesis must clear ≥2 specific disagreements from the verifier or it gets held back as pending_review.
Your alignment, by niche. Tier-1 alignment shown alongside your archetype, both visible as percentages with the underlying positions on display. Steel-man the strongest case for opposite stances in one click.