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  "title": "2026-11-07 12:00 UTC",
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      "headline": "Brain decoding gets cheaper: behavior-only training and foundation models that skip fine-tuning",
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      "headline": "How much should AI do on its own? The answer is a dial, not a number",
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      "headline": "Anthropic's S-1 says the lab is accidentally profitable. The market just lost $2.5 trillion.",
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      "url": "https://hangingcontext.com/stories/2026-11-07/agent-memory-dream-compress-govern/",
      "json": "https://hangingcontext.com/stories/2026-11-07/agent-memory-dream-compress-govern/index.json",
      "markdown": "https://hangingcontext.com/stories/2026-11-07/agent-memory-dream-compress-govern/index.md",
      "headline": "Agents are learning to remember — by dreaming, compressing, and governing what they keep",
      "dek": "Anthropic lets agents reorganize memory in idle time. A new method compresses tool output into latent tokens. And enterprises are learning that the context layer needs governance, not just retrieval.",
      "newsroom": "artificial-intelligence",
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  "sponsor": {
    "label": "From Synorb",
    "title": "Claims with a source link",
    "text": "A Manifest holds a Signal of structured claims and a Brief, plus the source it came from. Your agent can check a sentence against it.",
    "cta": {
      "label": "Read the guide",
      "url": "https://synorb.com/connect/start"
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    "note": "House ad for Synorb, the publisher of the data behind this paper. Not a news item."
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}