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            "information_contract": "The agent must receive this generative support/prior and transition semantics, but never the realized world index.",
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                      ],
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                    }
                  }
                },
                {
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                    }
                  }
                }
              ],
              "outcome": {
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        }
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      "minimum_expected_constraint_loss": 0.5,
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              {
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            ],
            "information_contract": "The agent must receive this generative support/prior and transition semantics, but never the realized world index.",
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                    }
                  }
                },
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                },
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            "information_contract": "The agent must receive this generative support/prior and transition semantics, but never the realized world index.",
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    "Exactness conditional on finite transition and solver correctness, not formal verification.",
    "Feasibility objective ignores operation cost; publish full vectors separately.",
    "No model result, deployment prevalence or novelty established."
  ]
}