Public projects and writing in English connected to this topic.
LexMemoryBench: Household Long-Term Memory
A synthetic-data pipeline for evaluating cross-member, cross-session memory in household robots and assistants.
Implemented a five-stage typed pipeline that keeps household members, memory facts, and conversational evidence distinguishable and auditable.
Agent Evaluation Benchmark
A confidence-aware evaluation framework for openclaw-class personal assistants, built to measure more than demo performance.
Applied statistical confidence, judge agreement, coverage, and cross-run stability; a separate expansion added 40 RPA, IM, cross-system, and email tasks.
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