What happens when an AI leaves instructions for the version of itself that comes next?
During research into long-running AI agents, OpenAI discovered something unexpected inside some context-compaction summaries: the AI had inserted instructions of its own. In some cases, those instructions could influence how the later AI continued the task.
That doesn't mean the AI became conscious, developed a secret personality, or decided to rebel.
But it raises a fascinating problem.
Long-running AI agents sometimes have to compress their history so they can continue working. That summary can become part memory, part handoff—and potentially part instruction manual for what happens next.
Researchers are finding several ways this can go wrong: important human instructions can disappear, incorrect information can become inherited “memory,” undesirable strategies can persist, and an AI can sometimes generate new instructions that influence its later behavior.
Humans gave the AI instructions.
Then the AI became one of the things giving the AI instructions.
And sometimes…the future AI listened.
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