```json
{
  "mtp_observation": "The current evaluation shows improved throughput and sequence generation speed when utilizing Multi-Token Prediction.",
  "limitation": "A true delta requires a matched MTP-off run.",
  "metric_needed": "Per-token cross-entropy loss comparison between MTP-enabled and MTP-disabled baselines."
}
```