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Topic

Preference data and trajectory licensing

Selling human preference labels, paired agent trajectories and evaluation access to model developers on consumption-priced contracts.

Current stories

investConfirmed3 publishers

Thomson Reuters keeps its win over ROSS in the first appellate test of AI-training fair use

Thomson Reuters kept its copyright win over ROSS Intelligence on appeal, the first US appellate ruling on fair use in AI training. ROSS had been refused a Westlaw licence as a rival, so the ruling lets owners of training data set a price or decline to sell.

Perspective Coverage

3 publishers
Builder
Builder 19%
Operator
Operator 38%
Investor
Investor 43%

Reality

Evidence55
Adoption30
Hype gap+25
Incentives55
Confidence60
buildOne report1 publisher

Sony and UMG's second Suno suit goes after the preference clicks behind v6

Sony and UMG argue that a licensed retrain does not clear what Suno's older models left behind in user preference data and distilled behavior. A Massachusetts federal court now has to rule on that.

Publishers:runtimewire.com

Reality

Evidence58
Adoption52
Hype gap+6
Incentives78
Confidence57
productOne report1 publisher

Universal and Sony name 60,202 recordings in a second suit against Suno

A judge refused to let Universal and Sony amend their 2024 case and pointed them toward parallel suits, so the labels filed one built on a forensic analysis of Suno's training data and on Suno's own terms of service.

Publishers:thenextweb.com

Reality

Evidence62
Adoption61
Hype gap+14
Incentives79
Confidence64
investOne report1 publisher

Suno switched off the models Universal and Sony are suing over

The Warner settlement bought Suno a licensed corpus and a product roadmap. With six other claims still live in four countries and no rate, split or advance disclosed anywhere, the deal cannot yet be priced from outside.

Reality

Evidence58
Adoption64
Hype gap+32
Incentives78
Confidence62
investOne report1 publisher

The Justice Department moves the AI copyright fight to the licensing table

Justice's September 1 filing in the consolidated OpenAI MDL calls model training extraordinarily transformative. It binds no judge, which is precisely why its work shows up in the price of a licence rather than in the law.

Publishers:techtimes.com

Reality

Evidence46
Adoption34
Hype gap+18
Incentives79
Confidence44
buildOne report1 publisher

CoArena licenses the preference labels its free leaderboard generates

Coasty Systems runs two agents through a user's task for free and keeps the paired trajectories and blind votes to license. The bet: published task sets decay faster than anyone can replace them.

Publishers:runtimewire.com

Reality

Evidence34
Adoption18
Hype gap+34
Incentives84
Confidence55