Walt Disney agreed to serve as a stalking-horse bidder to license Character.AI technology and intellectual property for $20 million while hiring most of Character.AI's staff.

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According to Coveo's 2026 Commerce Relevance Report, 16% of shoppers feel comfortable allowing an AI assistant to find and buy products on their behalf.

Walmart U.S. CEO David Guggina stated in September 2026 that usage of Walmart's internal AI shopping assistant, Sparky, grew 60% quarter-over-quarter.

Walmart introduced its Sparky assistant in June 2025 and launched a four-super-agent framework that same year to integrate AI deeper into its shopping experience.

Amazon's Bee devices continuously capture surrounding conversations with an LED indicator to automatically generate notes and reminders integrated into Alexa+.

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.

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

Exposed Muse links accessed by Claroc contained a national marketing firm's internal revenue review marked for its CEO and a small-business loan application with requested amounts.

Exposed Muse share URLs revealed a workplace full-year staff vacation calendar, a real-estate performance report with property addresses, and a to-do list with bank fraud alert details.

Claroc's review of exposed Muse share links uncovered a job candidate's executive-search notes for a frontier AI lab, including internal contact names and meeting times.

In 2025, Google indexed over 370,000 shared Grok AI conversations before accessibility options were adjusted.

Meta suspended the conversation link-sharing feature in its Muse AI assistant after security researchers discovered shared chat URLs exposed in public DNS records.

Muse generates web addresses for shared chats using the conversation's title and a random ID under the hostnames tier cf.metaaiusercontent.com.

Claroc CTO Asaf Aprozper submitted the Muse vulnerability report to Meta's bug bounty program on October 8, 2026, after conducting content checks on October 7 and 8, 2026.

When a user opens a shared Muse link, DNS resolvers observe and log the full hostname including the title and random ID into public, searchable passive DNS records.

Meta spokesperson Tracy Clayton stated that Meta paused Muse sharing functionality while reviewing Claroc's report and considering changes to how shared links can be discovered.

Following Meta's suspension, security firm Claroc rechecked 40 exposed Muse share links on October 20, 2026, and confirmed that none opened and the hostnames returned an error.

Claroc reported that its outreach to Meta staff via LinkedIn and the bug bounty portal initially received no direct reply prior to Ars Technica's press inquiry.

Shared AI conversations from OpenAI's ChatGPT, Anthropic's Claude, and xAI's Grok previously surfaced on public search engines like Google after similar chat-sharing features were implemented.