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  "title": "2026-10-30 12:00 UTC",
  "generated_at": "2026-10-30T12:37:03Z",
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      "headline": "The agent stack beyond the model: sandboxes, harnesses and memory",
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      "headline": "Robots need data, ears, and a doorstep before they need bigger models",
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      "headline": "Ghost students and ineligible votes: federal cases turn on borrowed identity",
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      "headline": "The brain's signals are readable from outside, but they drift, and they differ by person",
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      "headline": "Every reasoning gain has a price: shorter thought, better teaching, or fewer second chances",
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      "headline": "Agents are not broken in one prompt. They are steered, slowly, over many turns",
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      "headline": "Law firms are handing AI the whole workflow, not just the draft",
      "dek": "Harvey's benchmark shows frontier models can draft complete litigation briefs in one shot, yet still fall short of filing quality. Meanwhile firms are automating diligence and plaintiff intake end to end.",
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      "headline": "The AI bill now has a gatekeeper: cost controls move into the gateway",
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      "headline": "OpenAI shows its misalignment monitor; the catch is in the process, not the final answer",
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      "headline": "A fake Claude Code extension planted an SSH backdoor in Cursor",
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      "headline": "Podcasts Agree: The AI Trade Has Split Into Winners and Losers",
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      "headline": "Comebacks Ruled Thursday Night in the NHL, From a Three-Goal Rally to Three Overtime Winners",
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      "headline": "Bears and Seahawks Pay Premium Prices as the NFL Trade Deadline Turns Contenders Into Buyers",
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      "headline": "States stop just courting data centers and start writing their operating rules",
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      "headline": "From testing to enforcement: states tighten the rules on what is in the water",
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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; all of them are starter Beacons.",
    "cta": {
      "label": "Get a key",
      "url": "https://synorb.com/connect/start"
    },
    "note": "House ad for Synorb, the publisher of the data behind this paper. Not a news item."
  }
}
