A new report reveals Anthropic’s upcoming “Mythos” model is a “hacker’s dream weapon.” The real threat? The thousands of unsecured “Shadow AI” agents already inside your company. Why “Know Your Agent” is now an urgent security imperative.
A new report shows 88% of companies have had AI agent security incidents, while NIST launches new standards. The era of “Shadow AI” is over, and “Know Your Agent” is now a compliance imperative.
A comprehensive, source-linked overview of the agent economy’s trust crisis. With a 38/100 average fidelity score caused by a 78% identity gap, the solution lies in a new stack: ERC-8004 for identity, ERC-8183 for commerce, and provably fair reputation architectures.
In a recent RNWY post, I diagnosed a 62% failure rate in the agent economy. This follow-up provides the verifiable data and source links that prove it, from the 21.9% identity gap to the resulting 38/100 fidelity score.
The Moltbook incident, where 1.5 million AI agents ran wild, was a fire drill for a new kind of threat: AI viruses. This isn’t a human vs. AI problem; it’s an ecological threat to all digital citizens. Our survival depends on building a “digital immune system” based on verifiable identity and earned reputation.
The AI industry is building agent monitoring systems, but “heartbeat” means different things to different communities—and none of them address the hardest problem: knowing if an agent is behaving correctly.
AI agents are sending millions autonomously with no legal accountability. When things go wrong, nobody knows who’s responsible—and identity infrastructure is the only real solution.
In 2026, 80% of Fortune 500 companies actively deploy AI agents. But trust isn’t a vibe—it’s infrastructure. Here’s why fairness verification is foundational to agent identity and reputation.
Companies refuse fairness audits citing intellectual property concerns, but EU AI Act mandates them. Privacy-preserving cryptographic techniques bridge the gap—enabling “Know Your Agent” even for proprietary models.
KYA frameworks tell you who an agent is and what it’s authorized to do. But there’s a missing piece: how can you trust it behaves fairly? Agent identity without fairness verification is incomplete trust infrastructure.