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School Community Memory turns schoolwork into Telegram practice, remembers what each learner tried, and connects families to evidence, human decisions and the next useful step.
An agent fleet that investigates supplier invoices for payment fraud and is structurally incapable of signing or paying. The two verbs with legal consequences are held by no agent, only by a person.
Twelve Gemini agents grade 108 handwritten exams on Google Cloud. 96 reach the gradebook unaided; the 12 the fleet refuses to decide are the only ones the teacher ever sees.
