GEMINI LABJP
MEMORY — Memory Profiles in Memory Bank are now GA. A fixed schema means agents reach evolving information without an expensive search mid-sessionSCOPE — Profiles are isolated by the scope you pass at ingest, and each schema-and-scope pair keeps a single profile as its source of truthINGEST — The IngestEvents API reached GA, bringing smoother event streaming, memory revision controls, and metadata supportAUDIO — gemini-3.1-flash-tts-preview now streams through streamGenerateContent, cutting the wait before the first audio arrivesCLASSROOM — From August 10, Gemini in Classroom opens to K-12 and higher education students of all ages who already have accessSUNSET — Shutdown dates are close: image generation models on August 17, the Grok 4.1 family on the 20th, and gemini-robotics-er-1.6-preview on the 31stMEMORY — Memory Profiles in Memory Bank are now GA. A fixed schema means agents reach evolving information without an expensive search mid-sessionSCOPE — Profiles are isolated by the scope you pass at ingest, and each schema-and-scope pair keeps a single profile as its source of truthINGEST — The IngestEvents API reached GA, bringing smoother event streaming, memory revision controls, and metadata supportAUDIO — gemini-3.1-flash-tts-preview now streams through streamGenerateContent, cutting the wait before the first audio arrivesCLASSROOM — From August 10, Gemini in Classroom opens to K-12 and higher education students of all ages who already have accessSUNSET — Shutdown dates are close: image generation models on August 17, the Grok 4.1 family on the 20th, and gemini-robotics-er-1.6-preview on the 31st
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Scope design

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Gemini API1Memory Bank1Memory profiles1Multi-tenancy1Indie development1
Gemini Advanced/2026-08-09Advanced

The Memory Wasn't Lost — It Was Written to a Different Profile

A Memory Bank profile is identified by the pair of schema and scope. When call sites build that scope slightly differently, extra profiles appear with no error at all. Here are the measured numbers for how badly it fragments, and how three candidate fixes actually performed.