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.
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14/15 Solving these problems would make assistants safer and more controllable, so people can manage them less and rely on them more. Personal intelligence could then fade into everyday life, as Mark…
@choiszt · x.com
9/15 We built HALO, a harness that checks what systems report and do. Read mode: three LLM reviewers read each work's paper and code and vote on its channels. Run mode: rerun released code with…
@choiszt · x.com
