The UK’s AI Safety Institute tested Claude Mythos and found its ability to uncover security flaws scales directly with the number of tokens spent. This creates a simple economic model: defenders must outspend attackers on AI-driven reviews to stay secure. It also boosts the value of open source libraries, since multiple users can share the cost of token-based audits.