Judge Thomas S. Hixson ordered Meta Platforms to reveal what happened to pirated works that were obtained but not ultimately used for AI model training.

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Guidelight AI Standards co-founder Steven Adler told UK Members of Parliament in October 2026 that artificial intelligence oversight should adopt mandatory near-miss reporting modeled after aviation industry safety protocols.

Financial Conduct Authority chief data officer Jessica Rusu stated on October 19, 2026, that existing incident-reporting rules for UK financial firms must extend to cover significant artificial intelligence failures and near-misses.

The UK Department for Science, Innovation and Technology had not committed as of October 2026 to including AI-specific reporting measures in the Cyber Security and Resilience Bill.

UK artificial intelligence minister Kanishka Narayan stated in October 2026 that the government plans to work with Parliament and technical experts to evaluate incident and near-miss reporting mechanisms to counter AI-driven cyber threats and loss-of-control risks.

Amazon sued AI startup Perplexity in November 2025, accusing Perplexity of using its Comet browser agent to covertly execute purchases on Amazon's marketplace.

The lawsuit filed against Meta Platforms Inc. seeks to represent a class of all California residents whose private conversations were recorded by Meta AI glasses without a trigger phrase.

Angelo Subia filed a class-action lawsuit against Meta Platforms Inc. on October 19, 2026, alleging Meta AI smart glasses recorded private conversations without consent.

Angelo Subia's complaint against Meta Platforms Inc. alleges violations of the California Invasion of Privacy Act, which prohibits recording confidential communications without all parties' consent.

Attorneys from Freedman Normand Friedland LLP and Stris & Maher LLP plan to file individual copyright lawsuits against Meta Platforms Inc. on behalf of up to 1,000 additional authors.

The lawsuits filed against Meta Platforms Inc. on October 19, 2026, were brought as individual claims by authors rather than as a class action.

Nearly 300 authors filed five copyright complaints against Meta Platforms Inc. on October 19, 2026, in the U.S. District Court for the Northern District of California.

Meta Platforms Inc. argues that using copyrighted books to train AI models constitutes fair use under copyright law because the training transforms copies into new technology.

Anthropic urged US District Judge Eumi Lee on October 21, 2026, to rule that training its chatbot Claude on song lyrics is protected under the fair use doctrine.

In the Kadrey v. Meta Platforms class action, Judge Vince Chhabria ruled Meta's AI training on authors' books was fair use because plaintiffs failed to prove market harm from market dilution.

The $1.5 billion Anthropic class action settlement provides roughly $3,000 to each author who opted into the class.

The complaints allege Meta Platforms Inc. operated a book-scanning program called Project Vellum starting around mid-2025 that purchased and scanned physical books to train its Muse Spark and Muse Glimmer AI models.

The authors' complaints allege Meta Platforms Inc. downloaded e-books from pirate shadow libraries, including LibGen, Z-Library, Anna's Archive, and the Books3 dataset, to train its large language models.

Each author suing Meta Platforms Inc. in the October 19, 2026, individual filings seeks maximum statutory damages under the Copyright Act of up to $150,000 per infringing work.

Plaintiffs in the Kadrey v. Meta litigation argue that BitTorrent seeding constitutes contributory copyright infringement by distributing material to unauthorized third parties.

BitTorrent seeding automatically uploads file fragments to external network users during downloads, creating a distinct act of unauthorized distribution beyond basic downloading.