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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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Internet Scanning Research

Census-style measurement of public internet hosts and services, and its methodological limits.

Current clusters

security1 distinct publisher

Exposed AI tooling now outnumbers exposed ICS hosts by more than two to one

Censys counts more than 294,000 public IPs running one of 43 AI or LLM tools, up from roughly 183,000 in October 2025. The two platforms it names for growth, Langflow and LiteLLM, both carry KEV-listed flaws.

Publishers:esecurityplanet.com

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Hype gap+16
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Internet Scanning Research — Clarity Today

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