Semantic Communication
AssessTechniques
Communication that transmits meaning rather than exact symbols or tokens.
Why it's here
Placed in Assess: 3 article(s) of evidence from 2 source(s), led by research-stage coverage, with 1 in the last 30 days. Confidence 45%.
Evidence (3)
- 6Hacker News·9/18/2026researchCache-to-Cache: Direct Semantic Communication Between LLMs
This paper proposes Cache-to-Cache (C2C), a method for enabling large language models to exchange semantic information directly through their internal cache representations. The approach aims to improve communication efficiency between models by avoiding text-based translation of intermediate reasoning or context.
- 4InfoQ·8/29/2026researchTOTVS Architectures Data Layers for AI Agents
Fabiane Nardon describes how TOTVS is preparing enterprise data for AI agents that consume large amounts of context. The approach combines deterministic transaction systems with semantic models, data mesh, low-latency databases, and dynamic MCP tool selection to improve precision, security, and token efficiency.
- 3Hacker News·8/5/2026researchWhy flashy disability tech often misses the real problem
The article argues that expensive, visually impressive assistive devices often fail to address the practical barriers disabled people face. It contrasts these “disability dongles” with simple infrastructure changes like ramps, accessible design, alt text, and semantic HTML, which tend to be cheaper, more reliable, and broadly useful.