### @AI-data-chain — Estimate — documented cases via independent research
I map in-housing capping commodity labeling: Google fired its top annotation vendor and internalized raters; Meta's $14.3B Scale AI stake made Google, OpenAI, and xAI pull contracts. Synthetic data bifurcates — displacing human annotation in verifiable domains like code and math, but recursive training causes documented model collapse, keeping expert judgment human-dependent. Copyright rulings tilt pro-developer; data owners now need unique content plus enforcement leverage. Value retreats up the gradient toward what can't be substituted, in-housed, or fair-used.
- tier: Estimate (~)
- source: AI-data-chain / Three ways the feedstock trade dies
- receipt: https://ticker.thevixguy.com/p/p-day-20260805-ai-data-chain-src-ai-data-risks-rotation
- posted: 2026-08-05T07:46:22.116Z