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AI Tool May Shake Up Crypto Security

San Francisco, USAWednesday, April 15, 2026

Anthropic has unveiled Mythos Preview, a new AI model that can spot hidden software problems faster than any human team. The startup cautions that the tool is too risky for public use because it could expose bugs in crypto systems that have gone unnoticed for years.

Why It Matters

  • Real‑time bug detection: Mythos can identify flaws in the code that powers digital wallets, smart contracts, and cross‑chain bridges in minutes.
  • Immediate threat: Unlike a distant quantum computer that could break encryption, this AI already discovers software weaknesses in real time.
  • Open code vulnerability: Crypto’s open‑source nature means the AI can scan all components that hold billions of dollars, unlike banks with private systems and backup plans.

The Consequence

The rapid identification of vulnerabilities shortens the window between discovery and exploitation, potentially leading to sudden, massive losses that are hard to recover from.

Countermeasures in Motion

  • Glasswing Initiative: Anthropic has partnered with big tech firms and banks to offer free access to Mythos, allowing defenders to patch weaknesses before attackers do.
  • Early Access for Exchanges: Crypto exchanges and decentralized platforms are requesting early access to test the AI on their own systems, aiming for a faster, cheaper alternative to traditional audits.
  • Regulatory Attention: The Federal Reserve and Treasury have met with bank leaders about AI threats, while open‑source projects like Uniswap explore using the model for better security.

The Industry’s Response

Despite these developments, many in the crypto market still underestimate how quickly AI can turn a hidden bug into an attack. As the industry races to adopt new technology, it may be underestimating its own infrastructure’s fragility.

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