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Meta pauses Muse sharing after Claroc finds link-accessible pages

21 OCTOBER 2026·2 MIN READ·4 SOURCES

Meta says it has paused Muse’s sharing feature while it reviews Claroc’s report and considers changes to how share links can be discovered. Claroc said it found examples that included confidential business information and personal financial details.

Meta pauses Muse sharing after Claroc finds link-accessible pages

Key takeaways · 4

  • 01

    Meta says it paused Muse sharing while reviewing Claroc’s report and considering changes to link discoverability.

  • 02

    Claroc said it found share links with one query; a person with a link could access the corresponding page.

  • 03

    Examples included an executive-search call note, a CEO-marked revenue review, a loan application and a workplace vacation calendar.

  • 04

    Claroc said its findings did not measure Muse’s total exposure, and that share hostnames and titles remained in passive-DNS history after pages stopped opening.

What Meta paused

Meta says it paused Muse’s sharing functionality while it reviews Claroc’s report and considers changes to how share links can be discovered.[1] The feature creates a page that people can access if they have its link.[2] Claroc said it reported the issue to Meta’s bug bounty program on October 8.[3] Meta told Ars Technica it was suspending sharing after the outlet asked about Claroc’s findings.[4] The evidence does not describe a broader suspension of Muse or say when sharing might return.[1]

What researchers found

Claroc said it found the links with one query.[2] It said Muse builds each share address from the conversation title and a random ID under the domain cf.metaaiusercontent.com.[3] Claroc also said passive-DNS providers can record a share hostname when someone opens a link and their browser looks it up.[3] After opening a few hundred pages, Claroc said most were harmless, including small-business sites, listings and event calendars.[3] Among the more sensitive examples were notes for a confidential executive-search call, an internal revenue review marked for a CEO, and a loan application.[2]

Scope and remaining traces

Other examples Claroc reported included a to-do list with a bank fraud alert and partial account number, an investor’s internal property-performance report, and a workplace calendar listing employees’ planned weeks away.[2] Claroc said its findings covered one discovery channel and one hostname pattern, so they do not establish Muse’s total exposure.[3] When Claroc rechecked 40 previously accessible shares on October 20, 2026, it said none opened.[4] It also said the share hostnames and titles remained in passive-DNS history after the pages stopped opening.[4]

The product’s broader context

Claroc said Muse launched on September 8, 2026.[4] Sensor Tower projected that Muse would reach 5 million downloads 22 days after its US launch, faster than ChatGPT, Grok and Claude.[3] Meta says Muse can send emails, book travel, fill out forms and make purchases for users.[3] Ars Technica reported that Muse requires access to most of a user’s accounts to work as intended.[2] Ars also reported that a macOS security expert discovered a zero-day vulnerability three weeks after launch, which could let another app on the same device gain complete control of a user’s Muse account.[2]

Professionals using AI tools to handle sensitive work should treat link-based sharing as a data-access decision, not just a convenience. The report also shows why teams need to consider both whether a page still opens and whether traces of its link or title persist.

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How this developed

  1. 21 October 2026

    Meta pauses Muse sharing after Claroc finds link-accessible pages

Sources

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