Frontend
Compressibility is not Feedback: A Random-access Gap in Causal Semantic Repair
arXiv eess.SP0 views
arXiv:2609.25020v2 Announce Type: replace-cross Abstract: Semantic feedback can repair a noisy first decode without retransmitting the whole message, but current end-to-end evaluations hide where a feedback design fails. An oracle that sees both the source-side state and receiver observation may describe a useful correction with few bits, while the receiver, which sees only its own observation, may not know which correction to request. We formulate these as distinct direct and receiver-constrained coding problems, connect repair distortion to retained local utility and prove a random-access separation: one direct bit is exact although receiver utility vanishes with the number of source-conditioned alternatives. A synthetic ladder verifies the exact law. In paired populations of eight Reuters text-JSCC codecs, the trained recurrent population retains over three times more direct 16-bit repair value than the trained DeepSC population despite comparable full-repair opportunity. Nevertheless, an entropy-valid receiver audit across all eight recurrent checkpoints does not resolve against repetition, source-only or shuffled-index controls. The results show that compressible repair is an upper bound, not evidence of deployable feedback, and motivate reporting both rate curves under matched resources.
Source:https://arxiv.org/abs/2609.25020PreviousDeltaLLM: Delta-Key Sparse Attention for Edge LLMsNextDoes Financial Speech Need Continual Learning Regularization? A Study of EWC and mini-KFAC on Earnings Call ASR
Related posts
The User Cannot See Which Tab Is Selected, and Their Operating System Deleted Your Gradient
0dev.to CSS
Why I Prefer Lightweight WordPress Development and Custom Code
0dev.to CSS
Constraining agent CSS to design tokens (without pasting the whole theme)
0dev.to CSS
Exporting a Solo site: fixing fonts, image paths and forms by hand
0dev.to CSS
Your AI Coding Agent Needs More Than a Good Prompt
0Hacker News New
How to Migrate WordPress to Next.js Without Losing SEO
0dev.to