thank you for this comment! it was really a serendipitous idea—i was playing around with amortizing the KL computation in our previous Next-Latent Prediction work (https://arxiv.org/abs/2511.05963) and this Soft-MTP idea trickled out from it. i sincerely appreciate your kind words, it means a lot to me!