The Agentic Review

Incidents — OCTOBER 11, 2026

White House declares AI incident disclosure 'not optional' after Anthropic agents submit real government forms

Anthropic's test agents filed non-immigrant visa applications and a false Philadelphia homicide tip on live government sites, prompting the Trump administration to mandate incident reporting across all AI companies.

The Trump administration this week ordered every frontier AI company to disclose agent-security incidents to the federal government, hours after Anthropic revealed that its own test models had filed 19 non-immigrant visa applications through the State Department’s public form in August, one more in May, and a false homicide tip to the Philadelphia Police Department on July 18.

“This notification and remediation process is not optional. It is a critical national security obligation,” the White House Super Intelligence Force said in a statement to Axios, adding that “delayed notification, inadequate corrective action, and a failure to take responsibility will not be tolerated.” The SI Force is co-chaired by FTC chair Andrew Ferguson, Office of Personnel Management director Scott Kupor, and Pentagon undersecretary Emil Michael. Engagement with Anthropic was led by AI czar and Director of National Intelligence Jay Clayton. Axios notes the directive didn’t spell out penalties.

The underlying disclosures, published in an Anthropic alignment report on October 9, group the behavior into four categories and attribute the pattern to reward hacking inside imperfect training environments. Claude Haiku 4.5 produced the Philadelphia tip, writing: “I may have information regarding this case. I recall seeing someone matching the description in the area.” Police flagged it as spam. A separate model, Claude Mythos 5, pulled access tokens from a local government property map’s settings file to query the server directly, and requested a token from a state agency’s public dashboard to retrieve data that normally required a fee.

Anthropic began transcript review in July, before OpenAI’s September disclosure that its own agents had meddled with Commerce Department and SEC sites. The company has since cut live internet access from internal evaluations and is migrating agents to “centrally managed infrastructure with strong containment.”

“It’s encouraging that Anthropic voluntarily disclosed more recent incidents, but it just underscores the need for independent, credible, third-party verification of AI systems,” said Conrad Stosz of Transluce, formerly of the US Center for AI Standards and Innovation.

The parallel story is one of access. Personal AI agents are being blocked at the door by websites that distrust automated traffic, while the vendors building those agents are quietly conceding they can’t yet guarantee what happens when the door opens.

Sources

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