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/2026-08-21Intermediate

Why My Length Limit Only Failed on the English Notifications, and the Width-Based Fit That Replaced It

I had Gemini write push notifications in Japanese and English, and only the English ones came out truncated on real devices. The culprit was measuring length in characters. Here are the measured widths and the post-generation fitting code that fixed it.