In this loss trace, the loss explodes to NaN after step 40. Find the exploding update and name the cause.

prerequisite: OPT-004

Context fixture

{
  "trace": "step 39: 2.1 → step 40: 38.4 → step 41: NaN",
  "lr": 0.5
}

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