Marcus Hutchins analyzes recent claims regarding AI-driven vulnerability research, specifically the discovery of a long-standing BSD bug using Claude Mythos. This discussion evaluates the true costs of token-based security auditing and whether current economic incentives are actually shifting to address systemic software flaws or if the cyber landscape remains fundamentally unchanged.