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                         "text":  "Compitum routes under hard resource limits.",
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                         "text":  "FabricPC asked: can hidden scarcity become a routing price?",
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                         "text":  "The proposed chain ended with price choosing action.",
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                         "text":  "But the final link broke.",
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                         "text":  "Even exact belief failed when one local price was multiplied by a lumpy action.",
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                         "text":  "The predictor was not the whole problem. The steering rule itself was wrong.",
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                         "text":  "The correction prices the whole action.",
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                         "text":  "It compares future value before spending with future value after spending.",
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                         "text":  "The discrete unit charges telescope to the same two lookups: exact charge, not a tangent.",
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                         "text":  "Immediate utility minus action charge now ranks choices exactly like Bellman.",
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                         "text":  "Certified choices and utility matched. Mismatches: zero.",
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                         "text":  "Belief still matters.",
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                         "text":  "At one reachable state, belief point zero five selects spend; point two zero selects opportunity.",
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                         "text":  "This proves an action change, not the threshold.",
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                         "text":  "The fixed FabricPC predictor did not clear its gate.",
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                         "text":  "Predictive coding tied backprop at point three one four: fifteen point four percent of the recoverable gap.",
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                         "text":  "The intervention restored exact action pricing.",
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                         "text":  "The model lost. The experiment succeeded.",
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