BleepingComputerThursday · July 16, 2026FREE

We built a vulnerability vending machine: AI tokens in, zero-days out

aisecurityzero-dayvulnerability

Researchers have developed a system they call a 'vulnerability vending machine' that uses AI tokens to automatically discover zero-day vulnerabilities. The project, reported by BleepingComputer, demonstrates the capability to input AI tokens and receive previously unknown security flaws as output. This automation of vulnerability discovery could enable attackers to find and exploit weaknesses at a scale and speed not seen before. The system's ability to produce zero-days on demand highlights a growing concern about the weaponization of AI in cybersecurity. While the source does not provide specific technical details or model names, the concept itself signals a shift in the threat landscape where AI-driven tools can be used for both defensive and offensive purposes. The researchers' work underscores the need for the security community to adapt to AI-powered threats.

// why it matters

AI-driven vulnerability discovery could accelerate the rate of zero-day exploitation, outpacing traditional defenses.

Sources

Primary · BleepingComputer
▸ Read original at bleepingcomputer.com

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We built a vulnerability vending machine: AI tokens in, zero-days out — aigest.dev