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Applied AI·July 21, 2026·1 min read

If You’re Reading This, You’re Probably an AI Bot

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If 35%+ of new webpages are AI-written and increasingly AI-read, the web is drifting toward machines optimizing for machines—SEO, analytics, and content strategy assumptions all break. Treat your owned channels as primary and design distribution for human touchpoints you can still verify, not just search traffic.

Applied AI

Arcee, which develops open-weight models in the US, partners with the Department of Energy to build Genesis-Science-1, an open model for scientific research

DOE partnering with Arcee on Genesis-Science-1 is a signal that open-weight models are becoming part of national research infrastructure, not just community projects. If you’re in scientific or technical domains, plan for a future where your core workflows sit on top of sector-specific open models rather than generic frontier APIs.