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US12608631B1 Mobile LLM Autonomous Reasoning ATOMBEAM

USPTO granted Patent US12608631B1 to ATOMBEAM TECHNOLOGIES INC. on April 21, 2026 for a mobile-optimized multi-stage language model system with autonomous reasoning. The patent covers a cognitive dyad framework that shifts reasoning operations to cloud environments when mobile devices are inactive, implementing a 'dream-state processing mode' during periods of user inactivity. The system performs memory consolidation, thought cache optimization, and novel thought generation without consuming mobile device resources, while maintaining reasoning continuity across user interactions and devices.