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Applied AI·August 5, 2026·1 min read

Google Assistant will shut down for good on Android and Wear OS in September — here's what you need to do next

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Google collapsing Assistant into Gemini is a hard pivot from voice utility to multimodal AI surface—your Android integration strategy now runs through Gemini’s APIs and constraints. If you have any workflows, skills, or support flows leaning on Assistant, treat September as a forced migration deadline, not a product tweak.

Applied AI

How Pringles maker Kellanova is using AI and a partnership with Siemens to improve production of the chip in Europe, including making digital twins of its dough

Food manufacturing is moving from heuristics to fully modeled processes — a digital twin of Pringles dough means every batch becomes data for optimization, not just QC. If you run multi-plant CPG operations, your competitive edge is shifting toward who can instrument and simulate their line end to end with partners like Siemens, not who negotiates the cheapest inputs.