Unverified50% confidenceFactExact time
CarryOn's planning loop maintains two layers of persistent context, at the user level and the scene level, recording across conversations the individual's personal preferences and the current physical environment state, respectively.
1
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50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
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Related Claims
UnverifiedCarryOn's planning loop continuously updates the user-level and scene-level context with new observations and interaction feedback, avoiding stale memory.80% similarUnverifiedThe three design principles of shared selective persistent memory are: shared (reused across sessions), selective (targeted identification of context worth retaining), and persistent (selected context persists stably across sessions).64% similarUnverifiedMeta describes two model features: Active Memory carries relevant context across conversations, and Active Focus keeps trying different paths on difficult goals and confirms before critical actions.63% similarUnverifiedCarryOn's execution loop actively supervises the VLA policy's action outputs, masking actions predicted to involve dangerous contact, achieving prediction-based proactive protection.61% similarUnverifiedCarryOn's recovery skills are based on control methods, are reusable and highly parameterized, and are refined through reflection on past failure cases.60% similar
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