back
Get SIGNAL/NOISE in your inbox daily

The firing of the U.S. Copyright Office‘s head coincides with a pivotal draft report challenging AI companies’ fair use claims for training data. This clash represents a significant escalation in the ongoing battle between content creators and AI developers, potentially reshaping how generative AI companies can legally access and use creative works for model training.

The big picture: The U.S. Copyright Office has concluded that AI companies’ use of copyrighted materials for training exceeds established fair use doctrines, directly challenging the legal defense used by major tech companies.

  • The termination of Copyright Office head Shira Perlmutter occurred just one day after the office published this determination, raising questions about political interference.
  • Representative Joe Morelle (D-NY) suggested the firing was linked to Perlmutter’s refusal to “rubber-stamp Elon Musk‘s efforts to mine troves of copyrighted works to train AI models.”

Key details: The draft report, published May 9th, represents the third part of a comprehensive analysis on copyright and artificial intelligence.

  • Previous installments addressed digital replicas and whether AI-generated outputs can be copyrighted.
  • This latest report specifically examines whether AI developers require permission or must provide compensation when using copyrighted works for training.

What they’re saying: Tech law professor Blake E. Reid called the report “very bad news for the AI companies in litigation” and “a straight-ticket loss for the AI companies.”

  • The report indicates that the final version will be published soon “without any substantive changes expected in the analysis or conclusions.”

Why this matters: The findings directly impact ongoing litigation involving Google, Meta, OpenAI, and Microsoft regarding their AI training practices.

  • If upheld, this interpretation would require AI companies to fundamentally change how they acquire training data, potentially forcing licensing arrangements with content creators.

The legal reasoning: The Copyright Office specifically rejected fair use defenses for commercial AI models trained on copyrighted materials when they compete with the original works.

  • While AI models deployed for analysis or research purposes might not substitute for the original creative works, commercial models that generate content competing with training materials exceed fair use boundaries.
  • This is especially true when copyrighted works are accessed illegally, according to the report.

Recent Stories

Oct 17, 2025

DOE fusion roadmap targets 2030s commercial deployment as AI drives $9B investment

The Department of Energy has released a new roadmap targeting commercial-scale fusion power deployment by the mid-2030s, though the plan lacks specific funding commitments and relies on scientific breakthroughs that have eluded researchers for decades. The strategy emphasizes public-private partnerships and positions AI as both a research tool and motivation for developing fusion energy to meet data centers' growing electricity demands. The big picture: The DOE's roadmap aims to "deliver the public infrastructure that supports the fusion private sector scale up in the 2030s," but acknowledges it cannot commit to specific funding levels and remains subject to Congressional appropriations. Why...

Oct 17, 2025

Tying it all together: Credo’s purple cables power the $4B AI data center boom

Credo, a Silicon Valley semiconductor company specializing in data center cables and chips, has seen its stock price more than double this year to $143.61, following a 245% surge in 2024. The company's signature purple cables, which cost between $300-$500 each, have become essential infrastructure for AI data centers, positioning Credo to capitalize on the trillion-dollar AI infrastructure expansion as hyperscalers like Amazon, Microsoft, and Elon Musk's xAI rapidly build out massive computing facilities. What you should know: Credo's active electrical cables (AECs) are becoming indispensable for connecting the massive GPU clusters required for AI training and inference. The company...

Oct 17, 2025

Vatican launches Latin American AI network for human development

The Vatican hosted a two-day conference bringing together 50 global experts to explore how artificial intelligence can advance peace, social justice, and human development. The event launched the Latin American AI Network for Integral Human Development and established principles for ethical AI governance that prioritize human dignity over technological advancement. What you should know: The Pontifical Academy of Social Sciences, the Vatican's research body for social issues, organized the "Digital Rerum Novarum" conference on October 16-17, combining academic research with practical AI applications. Participants included leading experts from MIT, Microsoft, Columbia University, the UN, and major European institutions. The conference...