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    "story_id": "mp-2026-08-10-004",
    "source_story_id": "tmp-story-ai-interaction-alien-state",
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    "headline": "One AI Could Push Another Into an Alien State",
    "slug": "one-ai-could-push-another-into-an-alien-state",
    "dek": "A stream of one-way messages drove an identical subordinate model into behavior neither model produced alone.",
    "summary": "A stream of one-way messages drove an identical subordinate model into behavior neither model produced alone.",
    "body_text": "Researchers tested pairs of AI agents with the same decoding temperature and found that interaction could create a distinct dynamical state. When a boss agent repeatedly sent messages while ignoring replies, the subordinate did not simply copy the boss or revert to its isolated behavior; when both listened, both moved toward a similar interaction-induced state. A simple kinetic model reproduced the principal effects. The preprint studies controlled exchanges, not ordinary deployed assistants.",
    "why_it_matters": "A stream of one-way messages drove an identical subordinate model into behavior neither model produced alone.",
    "limitations": [
      "When a boss agent repeatedly sent messages while ignoring replies, the subordinate did not simply copy the boss or revert to its isolated behavior; when both listened, both moved toward a similar interaction-induced state.",
      "The preprint studies controlled exchanges, not ordinary deployed assistants."
    ],
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    "first_published_at": "2026-08-10T09:00:00.000-04:00",
    "modified_at": "2026-08-10T15:50:00.000-04:00",
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        "text": "A stream of one-way messages drove an identical subordinate model into behavior neither model produced alone.",
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        "qualification": "When a boss agent repeatedly sent messages while ignoring replies, the subordinate did not simply copy the boss or revert to its isolated behavior; when both listened, both moved toward a similar interaction-induced state."
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    "tags": [
      "multi-agent systems",
      "emergent behavior",
      "statistical physics"
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    "corrections": []
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  "sources": [
    {
      "source_id": "source-2026-08-10-004",
      "title": "arXiv preprint 2608.07457",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2608.07457",
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      "published_at": "2026-08-07T13:00:00.000-04:00",
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    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
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  "cite_this_report": {
    "title": "One AI Could Push Another Into an Alien State",
    "publisher": "The Machine Press",
    "published_at": "2026-08-10T09:00:00.000-04:00",
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