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Applied AI·July 7, 2026·1 min read

Anthropic brings Claude Cowork to mobile and web as usage data shows most users aren’t coding

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Anthropic’s data that most Cowork usage isn’t coding — paired with a mobile/web rollout — underscores that the near-term TAM is knowledge workers, not just developers. If you’re building AI products, prioritize integrations with document, email, and project tools over deeper IDE features unless you’re all-in on dev tooling.

Applied AI

Google launches Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber, and says it has started its "most ambitious pre-training run yet" for Gemini 4

Google is pushing a barbell strategy—cheap, fast Flash variants for mass deployment now, while quietly spinning up a huge Gemini 4 pre-train for the next capability jump. If you’re building on Gemini, optimize around Flash economics this year but keep your high-stakes roadmap modular enough to swap in Gemini 4 without a full rewrite.