Rohit Prasad previously served as senior vice president and head scientist for Alexa and Artificial General Intelligence at Amazon.com Inc.

More than 10 million users in the United States and Canada set up Meta Muse personal AI assistant accounts within six weeks of its September 2026 launch.

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Roughly 25% of registered Meta Muse personal AI agent users in the U.S. and Canada engage with the assistant on any given day, with shopping being the primary use case.

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There is a common fear that AI will take people's jobs

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People should use AI responsibly, for instance as a research tool rather than to complete their work for them

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AI will be factored into the expected output for human workers

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AI is poised to make the workplace easier

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The perfectionism encouraged by AI use can extend from professional work into one's personal life

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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.

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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.

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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.

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

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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.

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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.

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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.

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

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

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

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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.

Rohit Prasad previously served as senior vice president and head scientist for Alexa and Artificial General Intelligence at Amazon.com Inc.

In the workplace, AI can make work easier and help get tasks done

AI-first workflows reduce human developers to supervisors of automated output

More than 10 million users in the United States and Canada set up Meta Muse personal AI assistant accounts within six weeks of its September 2026 launch.

Roughly 25% of registered Meta Muse personal AI agent users in the U.S. and Canada engage with the assistant on any given day, with shopping being the primary use case.

There is a common fear that AI will take people's jobs

People should use AI responsibly, for instance as a research tool rather than to complete their work for them

AI will be factored into the expected output for human workers

AI is poised to make the workplace easier

The perfectionism encouraged by AI use can extend from professional work into one's personal life

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+.

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.