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Applied AI·October 16, 2026·1 min read

'Difficult to Overstate' Volatility of White House AI Messaging, Says Greg Allen

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Volatile federal AI messaging — swinging between deregulation and existential risk — makes long-dated compliance bets fragile. Treat US AI policy as a moving target and design governance, logging, and model-choice decisions to be reconfigurable on 6–12 month cycles.

Applied AI

Anthropic says Claude traced NIST's ECDSA curve seeds to a pseudorandom number generator, challenging decades-old suspicions of an NSA backdoor in the algorithm

If Claude can reverse‑engineer the provenance of NIST’s ECDSA curve seeds, LLMs are now practical tools for auditing foundational cryptography and standards history, not just app code. Security and infra teams should start treating frontier models as first‑pass reviewers on legacy primitives and protocols you’ve long taken for granted.