Exclusive: Anthropic Launches AI Tool Capable of Independently Detecting Software Bugs, Even the Most Dangerous Ones Overlooked by Humans

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Anthropic Launches Claude Code Security to Bolster Software Protection

Anthropic has unveiled Claude Code Security, its inaugural product designed to assist security teams in managing the overwhelming influx of software vulnerabilities they must address.

For large enterprises, unaddressed software flaws remain a predominant factor contributing to data breaches, service interruptions, and regulatory challenges, while security professionals often find themselves inundated with extensive code to safeguard.

Unlike traditional scanning that merely identifies known problematic patterns, Claude Code Security undertakes a more comprehensive review of entire codebases, emulating the analytical capacity of a human expert.

This innovative tool examines the interplay between various software components and scrutinizes the flow of data within a system. Moreover, the AI corroborates its own observations, assesses the severity of each identified issue, and recommends solutions.

However, it refrains from implementing changes automatically—an approach that could introduce additional risks, necessitating developer validation and approval for every modification.

Claude Code Security is the culmination of more than a year of rigorous research carried out by the company’s Frontier Red Team, a dedicated group of approximately 15 researchers tasked with rigorously testing the company’s AI systems and exploring potential misuse scenarios in cybersecurity.

The Frontier Red Team’s latest research reveals significant advancements in Anthropic’s Opus 4.6 model, enhancing its ability to detect novel, high-severity vulnerabilities—software flaws that enable unauthorized access, compromise sensitive information, or interrupt essential services—in extensive codebases.

Indeed, during assessments of open-source software employed in enterprise environments and critical infrastructure, Opus 4.6 identified vulnerabilities that had remained elusive for decades, accomplishing this without the need for task-specific tools or intricate prompts.

Logan Graham, the leader of the Frontier Red Team, conveyed to Fortune that Claude Code Security is tailored to empower security teams seeking to elevate their defensive capabilities.

The launch proceeds with caution, being offered as a limited research preview exclusively for Enterprise and Team customers.

Additionally, Anthropic is extending complimentary expedited access to maintainers of open-source repositories—developers who often encounter resource constraints while ensuring the safe operation of widely-used public software.

“This represents a pivotal advancement in our commitment to enhancing cybersecurity defenses,” Graham remarked. “We are currently leveraging [Opus 4.6] in meaningful ways; extensive experimentation has confirmed substantial improvements in the models.”

Notably, he emphasized the model’s enhanced autonomy, noting that Opus 4.6 can autonomously investigate security vulnerabilities and utilize various tools for code testing.

Practically, this allows the AI to dissect a codebase incrementally, evaluate the behavior of different components, and pursue investigative leads akin to a junior security researcher—but at an accelerated pace.

“This development significantly benefits security engineers and researchers,” Graham asserted. “It will serve as a force multiplier for security teams, enabling them to achieve more.”

However, the pursuit of security flaws is not solely the domain of defenders; attackers are increasingly employing AI to expedite the discovery of exploitable weaknesses, Graham noted, underscoring the necessity for ensuring that enhancements favor legitimate security efforts.

Investment Scrabble text

In light of this, Anthropic is investing in safeguards designed to detect malicious usage and identify instances where adversaries may attempt to exploit the system.

“It is crucial to ensure that this dual-use capability provides defenders with a competitive edge,” he emphasized.

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