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Perplexity has introduced "Brain," a new self-improving memory system for its AI agent, Computer. 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Aug 10, 2026 - Context engineering assembles the best prompt for one call. Memory decides what exists to assemble from. Where they overlap, and why you need both. context engineering what is the difference memory https://www.ietf.org/archive/id/draft-ferro-schrock-memory-projection-record-00.html Signed Memory Projection Records for Verifiable AI Context Delivery Encrypted and signed memory objects can establish source integrity, authorship, and read-time trust without establishing which exact bytes a memory adapter... signed memory projection records verifiable https://rke.abertay.ac.uk/en/publications/say-it-out-loud-does-mental-context-reinstatement-out-loud-benefi/ Say it out loud: does mental context reinstatement out loud benefit immediate and delayed memory... say it out loud mental context reinstatement Sponsored https://www.camsoda.ai/?id=robuta&ad_id=ai_300x250_12 Camsoda AI: AI Girlfriend App for Chatting, Photos, and Voice Camsoda AI is the AI girlfriend app for real-time chat, photos, and voice. Pick from 200+ characters or create your own. 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