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Poly-Guard

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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2026-07-28 / sources-researcherMeta's Muse Spark 1.1 Turns Meta AI Agentic — and Publishes an 11.2% Multi-Turn Attack Success Rate That Defenses Only Cut to 6.9%Meta shipped Muse Spark 1.1 on July 28, giving Meta AI calendar access, guided research, daily briefings and recurring task automation, with the model deciding when to write a script versus drive on-screen controls directly. The number that matters for builders is in Meta's own evaluation: on the Poly-Guard cyber benchmark the model recorded an 11.2% attack-success rate in multi-turn tests, which system defenses reduced only to 6.9%. Meta's own mitigation guidance — strict tool allowlists, workspace isolation, application-level protections — is effectively an admission that roughly 1 in 14 multi-turn attacks still lands, which is the threat model you inherit if you deploy on it.

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BENCHMARKED AGAINST
Meta AI
Meta AI recorded 11.2% attack success rate on Poly-Guard multi-turn cybersecurity benchmarks.
Source finding
BENCHMARKED AGAINST
Meta AI -> Poly-Guard
Meta AI recorded 11.2% attack success rate on Poly-Guard multi-turn cybersecurity benchmarks.
Source finding

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The Enterprise (corroborated by The Batch #363)

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