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    "Zero-command samples receive task reward only, with walking AMP style gated off.",
    "No standing-specific leg-pose reward or forward-knee geometry constraint in the current local task.",
    "Current provisional model permits knee joint coordinates down to -100 degrees; correct reference geometry alone does not constrain policy geometry.",
    "Turning command range is zero during this training; diagnostic turn commands are outside training coverage."
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