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NSA Tests Anthropic’s Mythos Model For Vulnerabilities Amid Policy Dispute

The National Security Agency is reportedly using Anthropic’s Mythos Preview model to scan network environments for vulnerabilities, according to Axios. The development follows a Department of Defense assessment that previously classified Anthropic as a potential supply-chain risk after the company limited access to certain model capabilities.

NSA Integration And Cybersecurity Applications

Anthropic introduced Mythos as a model tailored for cybersecurity applications, with restricted availability due to concerns over misuse in offensive cyber operations. Access has been granted to a limited group of around 40 organizations, with only a subset publicly identified. The controlled rollout reflects an effort to balance capability with risk management.

Balancing National Security And Operational Risks

Sources indicate that the NSA is among the organizations using Mythos, primarily to detect vulnerabilities across network systems. The U.K.’s AI Security Institute has also confirmed access, pointing to broader institutional interest in the model’s capabilities.

Disputes With The Pentagon

Use of Anthropic’s tools by U.S. agencies comes amid ongoing tensions with the Pentagon. Legal arguments have raised concerns that such technologies could pose national security risks. The dispute intensified after Anthropic declined to provide full access to its Claude model for applications related to mass surveillance and autonomous weapons.

Thawing Relations With Government Leadership

Recent engagement suggests a shift in tone between Anthropic and U.S. officials. Anthropic CEO Dario Amodei recently met with White House Chief of Staff Susie Wiles and Treasury Secretary Scott Bessent, with officials describing the discussions as productive. Requests for comment have been sent to the NSA, while Anthropic has not issued additional statements.

Google Sets New Android App Rules To Cut Memory Use

Google is introducing new quality requirements for Android apps as developers face tighter constraints on device memory and broader hardware supply pressures.

The company announced two new requirements this week. One focuses on reducing apps’ memory use and improving code efficiency, while the other requires apps to restore users’ sign-in status when they move to a new Android device.

Google Sets New Memory Performance Rules

Google said the mobile industry is facing “significant hardware supply constraints that are altering device memory availability,” which could affect app performance and the user experience.

Under the new rules, developers will need to meet thresholds covering areas including dynamic memory and bitmap usage. Additional code optimisation requirements are designed to reduce slowdowns and crashes linked to excessive resource use.

Google is also rolling out tools that alert developers when their apps exceed the new limits. More diagnostic features are planned later this year, including deeper analysis through Android’s Memory Limiter, which restricts excessive memory use.

Developers have until February 2027 to comply with the new standards, according to Google’s Android Developer documentation.

Zero-Tap Sign-In Requirement Starts In 2027

A separate requirement will apply to all apps distributed through Google Play. By April 2027, apps that use optional or mandatory sign-ins must automatically restore a user’s sign-in state when they move between Android devices.

The feature will rely on Android’s Restore Credentials API, which is designed to transfer sign-in credentials during device migration without requiring users to log in again.

Google said the new standards are intended to help developers maintain app performance and simplify device transitions as device specifications and memory availability change.

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