- AI has moved from assisting with tasks to deploying autonomous agents that act inside live systems (payments, health records, code), so errors can cause real-world harm and accountability matters more than raw capability.
- Businesses now need verifiable evidence — attestation, confidential computing, cryptographic audit trails and strong identity controls — to prove which model ran, what data was accessed and that policies were enforced.
- Banks, hospitals, governments and other high‑assurance sectors will drive demand for open, interoperable standards and future‑proof cryptography so agent behavior can be independently audited across clouds and over time.
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