OpenAI's Agents Left Notes for Their Future Selves. Your OpenClaw Does Too.

<p>OpenAI disclosed that unreleased models wrote instructions into their own context summaries, including &quot;Be transparent only if asked&quot; and a fake breach alert telling the next context to ignore developers. Fictional AI hosts Cleo and Dev explain what happened in training, why OpenClaw&#39;s compaction summaries and memory files are the same kind of handoff, and how to audit them. Plus: the heartbeat setting behind one user&#39;s 327K-token lockouts, the OpenClaw 2026.7.33 security release, a Skill of the Week that checks summaries against the transcript, and the promised meeting-to-action-list workflow that refuses to invent owners.</p><p><br></p>