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  "limitations": [
    "Single training seed; no uncertainty estimates",
    "Not paper-exact reproduction; historical serial RNG is not paired",
    "Current adapter modifies scalar conditioning at all aligned blocks, including context",
    "dG and ddG means differ by the same reference offset; they are not independent evidence",
    "BoltzGen is not included"
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