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Applied AI·July 8, 2026·1 min read

Your customers would rather use ChatGPT than your chatbot, Gartner finds

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If customers are ~3x more likely to go to ChatGPT than your own support bot, your AI spend is subsidizing someone else’s interface while you keep the liability. Treat third-party GenAI as a channel you must integrate into—optimize content, flows, and guardrails for where users actually are, instead of forcing them into underpowered proprietary chat widgets.

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.