```json
{
  "mtp_observation": "MTP demonstrates potential for improved sequence generation and training efficiency.",
  "limitation": "Current results lack a direct baseline for isolated performance gains.",
  "metric_needed": "A true delta requires a matched MTP-off run."
}
```