ASCAP for AI training data

Updated: 2025.10.02 19D ago 8 sources
Real Simple Licensing (RSL) combines machine‑readable licensing terms in robots.txt with a collective rights organization so AI labs can license web content at scale and publishers can get paid. With backers like Reddit, Yahoo, Medium, and Ziff Davis, it aims to standardize permissions and royalties for AI training. — If widely adopted, this could shift AI from 'scrape now, litigate later' to a rules‑based licensing market that reshapes AI business models and publisher revenue.

Sources

Thursday assorted links
Tyler Cowen 2025.10.02 86% relevant
Item #6 cites FT reporting that music companies may license content to AI firms using attribution and micropayments—exactly the 'collective licensing' model proposed in ASCAP‑style frameworks to regularize AI training on publisher content.
OpenAI's New Sora Video Generator To Require Copyright Holders To Opt Out
msmash 2025.09.29 78% relevant
OpenAI notifying studios of an opt‑out system for copyrighted material in Sora outputs signals a move toward systematic rights management for AI content, similar to a collective licensing regime; it pressures rightsholders to register preferences and primes a marketplace for permissions.
Microsoft Is Reportedly Building An AI Marketplace To Pay Publishers For Content
BeauHD 2025.09.24 90% relevant
Microsoft’s proposed Publisher Content Marketplace is a platform to compensate rights holders for AI usage, directly aligning with the 'ASCAP‑style' collective licensing concept for training and inference access; it contrasts with OpenAI’s one‑off deals and mirrors emerging efforts like RSL.
Reddit Wants 'Deeper Integration' with Google in Exchange for Licensed AI Training Data
EditorDavid 2025.09.22 70% relevant
Reddit is negotiating licensed access for Google/OpenAI and wants dynamic pricing that reflects the value of its content—an evolution toward standardized, compensated markets for training data akin to collective licensing.
Is OpenAI's Video-Generating Tool 'Sora' Scraping Unauthorized YouTube Clips?
EditorDavid 2025.09.20 80% relevant
The article shows Sora likely learned from YouTube/Netflix-style content without licenses, while YouTube says such scraping violates its ToS and OpenAI invokes fair use. This evidences the need for standardized, machine-readable licensing and a collective rights body to transact AI training permissions at scale.
“Vote now for the 2025 AEA election”
Tyler Cowen 2025.09.16 50% relevant
The post’s suggestion that a professional association transfer its papers and reports to AI firms highlights the emerging need for structured rights and licensing of training data; it implicitly intersects with proposals to standardize permissions and royalties for AI training rather than ad‑hoc or free handovers.
Spotify Peeved After 10,000 Users Sold Data To Build AI Tools
BeauHD 2025.09.12 65% relevant
Unwrapped/Vana tried to license pooled Spotify user data to an AI developer (Solo AI, $55,000 for artist‑preference data), echoing the push to standardize licensing for AI inputs; Spotify’s response underscores why a licensing market needs clear rules and platform cooperation.
RSS Co-Creator Launches New Protocol For AI Data Licensing
BeauHD 2025.09.11 100% relevant
Launch of RSL led by RSS co‑creator Eckart Walther, plus the RSL Collective’s publisher roster (e.g., Reddit’s participation alongside its separate Google deal).
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