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      "markdown": "https://hangingcontext.com/stories/2026-10-14/agent-evals-worlds/index.md",
      "headline": "The new agent benchmarks don't test chat. Frontier models are failing them",
      "dek": "CineRecon, ExeWorldBench and a psychometric audit of synthetic respondents all point the same way: in preprints posted this week, the authors report that current models stumble on physical and behavioral realism.",
      "newsroom": "artificial-intelligence",
      "beat": "research",
      "audience": "ai_executive",
      "edition": "2026-10-14T12",
      "published_at": "2026-10-14T14:45:16Z",
      "trust": "reported",
      "source_count": 3,
      "cited_manifest_ids": [
        "1791953638104635155",
        "1791953638104429191",
        "1791953638105360822"
      ]
    }
  ],
  "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."
  }
}