diff --git a/autogollark.myco b/autogollark.myco
index b768f70..18308e8 100644
--- a/autogollark.myco
+++ b/autogollark.myco
@@ -38,6 +38,7 @@ Autogollark currently comprises the dataset, the search API server and the [[htt
 * https://arxiv.org/abs/2507.01335
 * https://github.com/d0rc/egg.c and https://eshyperscale.github.io/. Does this actually work (at scale)? Why? Would be really nice for using AMX units.
 * Maybe compute grants are available for training.
+* Substantial bandwidth bottleneck on CPU. Specdec/MTP would be useful.
 }
 * Search over conversations with non-gollark simulacra? Should find //something// to use spare parallelism on local inference. Best-of-n? https://arxiv.org/abs/2505.10475
 * {Longer context, mux several channels.