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Topic

AI Training Data Provenance

The practice of tracking and documenting where AI training data originates, including licensing, consent and acquisition of datasets.

Current stories

investConfirmed3 publishers

Sui Foundation puts $30 million behind DATA Network's move off its own Layer 1

Sui Foundation commits $30 million as DATA Network, formerly Story Protocol, retires its own Layer 1 and moves onto Sui. The chain is about 20 months old, and the only report ties its end to a change of business and to foundation money.

Perspective Coverage

3 publishers
Builder
Builder 32%
Operator
Operator 17%
Investor
Investor 51%

Reality

Evidence55
Adoption35
Hype gap+20
Incentives70
Confidence60
investConfirmed9 publishers

OpenAI's 88-hour Navier-Stokes run leaves provenance in the vendor's own logs

The theorem was checked in Lean, more than most capability claims get, but the part that moves a valuation, that very little human input went in, rests on prompt timestamps and a training-data question that went unanswered.

Perspective Coverage

9 publishers
Builder
Builder 34%
Operator
Operator 27%
Investor
Investor 39%

Reality

Evidence55
Adoption
Insufficient
Hype gap+35
Incentives75
Confidence50