AI Data Market Outlook

The emerging market is pricing permission to learn

September 2026 opening baseline · four approved observations · not a full-month market census

Published 2026-09-16 · 4 approved observations · 3 tracked forecasts

Learning rights are becoming more explicit than comparable prices

September 2026 interim month-end review through 18:35 UTC · eleven approved observations · three unresolved forecasts

Published 2026-09-30 · 11 approved observations · 3 tracked forecasts

AI access is expanding faster than observable data-rights pricing

October 2026 evidence review · 88 canonical AI Access relationships · 15 reviewed strict data-rights observations · three unresolved forecasts

Published 2026-10-14 · 15 approved observations · 3 tracked forecasts

AI access is moving from information to execution

October 22, 2026 evidence update · 119 canonical relationships · 114 reviewed records · 16 reviewed strict-rights observations · four unresolved forecasts

Published 2026-10-22 · 16 approved observations · 4 tracked forecasts

Longitudinal thesis

Frontier Value Capture: October 2026 Baseline

Tracks whether frontier-model economics migrate from metered access toward downstream participation and shared-product economics. Issued 2026-10-02 against a frozen 47-record canonical AI Access baseline.

Research integrity & longitudinal history

Audit preserved canonical snapshots, explicit evidence gaps, and original forecasts with dated follow-up.