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  "title": "2026-10-19 12:00 UTC",
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      "headline": "The immune system's quiet regulators are deciding the outcomes",
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      "headline": "Brent's five-month high lands on a Europe that is already retrenching",
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      "headline": "Robots are learning to watch, look around, and soon grasp — but the honest read says not yet",
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      "headline": "The edge stops waiting for the datacenter: four papers redraw the inference map",
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      "headline": "Six field goals, no touchdowns: Cardinals stun the Rams 18-16",
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      "headline": "Bills survive Vegas 33-30 as Allen ties Kelly's franchise TD record",
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      "headline": "Agents are getting wallets before enterprises get guardrails",
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      "markdown": "https://hangingcontext.com/stories/2026-10-19/agent-memory-rebuild/index.md",
      "headline": "Long-horizon agents are now a memory problem, not a reasoning problem",
      "dek": "Microsoft's production analysis shows agentic KV pressure setting memory budgets, while two new preprints rebuild agent memory as task objects and interaction-aware selection.",
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  ],
  "sponsor": {
    "label": "From Synorb",
    "title": "Run the cited Manifests yourself",
    "text": "Every claim in this paper points to a Manifest id. Get a Synorb Key and read the Manifests behind it. The 72 Hour Agent Demo key needs no email. It lasts 72 hours and can pull up to 25 Manifests. It includes 5 Beacons; 3 of them are starter Beacons.",
    "cta": {
      "label": "Get a key",
      "url": "https://synorb.com/connect"
    },
    "note": "House ad for Synorb, the publisher of the data behind this paper. Not a news item."
  }
}