Always-On-Intelligence

HALO (Harness for Always-On Loop Oversight), from the survey Always-On Personal Intelligence: an evaluation harness and MCP plugin for always-on personal AI assistants and LLM agents. It checks whether Sensing, Memory, and Action are connected and whether self-evolving agents learn from outcomes, via paper and code audits and ablations.