GEMINI LABJP
SPARK — Gemini 3.7 Flash became the engine behind Gemini Spark on August 13. Choosing round-trip speed over reasoning depth for agent work is a useful signal when picking your own modelAGENT — Spark carries out multi-step tasks autonomously once granted permission, handling things like booking appointments and filling forms rather than answering one command at a timeASSISTANT — Fourteen days until Gemini replaces Google Assistant on September 4. Once a device migrates there is no going back, though cars with Google Built-in keep Assistant for nowEDUCATION — Since August 10, Gemini in Classroom is available to K-12 and higher-education students of any age, provided their administrator has granted accessSCALE — The Gemini app now generates 150 million images a day. The interesting part is less the volume than how that sustained load is absorbed in practiceMODELS — The split has settled: Gemini 3.1 Pro for deep reasoning, the Flash line for production work where speed and cost matter. Running the same job through both makes the gap concreteSPARK — Gemini 3.7 Flash became the engine behind Gemini Spark on August 13. Choosing round-trip speed over reasoning depth for agent work is a useful signal when picking your own modelAGENT — Spark carries out multi-step tasks autonomously once granted permission, handling things like booking appointments and filling forms rather than answering one command at a timeASSISTANT — Fourteen days until Gemini replaces Google Assistant on September 4. Once a device migrates there is no going back, though cars with Google Built-in keep Assistant for nowEDUCATION — Since August 10, Gemini in Classroom is available to K-12 and higher-education students of any age, provided their administrator has granted accessSCALE — The Gemini app now generates 150 million images a day. The interesting part is less the volume than how that sustained load is absorbed in practiceMODELS — The split has settled: Gemini 3.1 Pro for deep reasoning, the Flash line for production work where speed and cost matter. Running the same job through both makes the gap concrete
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Gemini Dev/2026-08-21Beginner

How Many Assistant-Dependent Lines Are Still in Your App?

On September 4th, Google Assistant on Android begins its replacement by Gemini. Here is how to grep your own project for every entry point an assistant can open, and how to turn that list into utterances you can actually test on a device.