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Anthropic opens a research preview of Claude Duet, an agent app that briefs you and asks before acting

Anthropic's announcement spells out what the agent can do on its own and the safeguards it says are built in.

Anthropic launched Claude Duet on October 21 as a research preview: a standalone app on iOS, Android and claude.ai in which Claude acts as a proactive agent. It sends a morning brief of the most important items across a user's connected apps, watches them during the day and messages only when something needs attention, and takes on tasks from scheduling meetings to building dashboards, forecasts and web apps. It runs on Claude Opus 5.5, is included in Pro and Max plans in the US, and access is through a waitlist.

Anthropic says Duet never directly sees passwords or sign-in tokens, that actions are approved by its auto-mode classifier, and that a new classifier blocks sharing the most sensitive information, such as card numbers and government IDs, while health or financial details go out only on a user's explicit instruction. It says red teams and an outside firm penetration-tested the app.

Read it at the source
Cascadic Analysis 3
UndertowPrompt injection may be fundamentally impossible to eliminate

What hidden risk could pull against this, even if the news is good?

Duet reads across a user's connected apps, such as email and Slack, all day, and Anthropic says its defenses against hidden instructions come from its browser-use research. Those are layered defenses that reduce risk rather than eliminate it; every email in the inbox is content someone else wrote.

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UndertowConfused-deputy / excessive-agency problem

What hidden risk could pull against this, even if the news is good?

Duet can use more than 6,000 connectors, run payroll in Gusto or send agreements through Docusign, and it asks before sending, paying, signing or deleting. The approval step is the main protection, so it only works if the summary of what Duet is about to do is clear enough for a busy person to catch a request that originated with someone else.

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UndertowPersistent memory creates a new poisoning surface

What hidden risk could pull against this, even if the news is good?

Duet carries over the user's memory, skills and connected apps from their Claude account. Memory that persists across weeks of watching an inbox is useful, and it also means a wrong fact or planted instruction picked up once can keep shaping later briefs and tasks.

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Rabbit Holes 1
  • Prompt injection

    After exploring Introducing Claude Duet, the main threat such an agent must resist is Prompt injection.

    Explains the attack in which crafted inputs make a language model follow instructions it shouldn't, a key risk for agents that read email and web pages.

    Wikipedia · Wade · 5 min

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