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UR-Nexus 1.65.4

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@github-actions github-actions released this 29 Jul 16:56
  • A tool call that keeps failing identically is now stopped. A 4B model refused
    once by the task-list gate answered by emitting Write with no arguments
    repeatedly, and nothing intervened — the trajectory grader names this pattern
    but only after a run has ended, so it could grade the wreck and never prevent
    it. Three identical failures are refused with instructions to change course;
    six abort the turn, because otherwise a model that ignores the refusal simply
    loops on the refusal instead.
  • The signature is tool name plus input, so a corrected retry is never
    penalised — that is precisely the recovery a refusal asks for. Both the
    task-list gate and input validation feed the counter; the observed loop was
    rejected by validation every time, so recording only gate refusals would have
    left the guard counting zero.