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Applied AI·October 16, 2026·1 min read

Five of the web's biggest data-scraping brands now sit under one $3.6 billion umbrella, and AI agents are the reason why

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Quadrupled demand from AI agents turning the web into a machine-readable firehose is consolidating scraping into industrial-scale infrastructure. If your product depends on third-party web data, treat providers like core infra vendors — redundancy, contracts, and rate-limit risk now matter as much as accuracy.

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.