AINewsnow

[R] Beyond 1D Token Collapse: High-Dimensional Stiefel Retraction & Zero-Copy Inter-Model Telepathy in Silicon (C++/Rust/Triton)

Hello everyone, For the past several months, our research group has been addressing what we consider the foundational architectural limitation of Transformer-based LLMs: the quadratic attention bottleneck and the lossy projection of high-dimensional reasoning spaces into 1D serialized token streams…

Read the full story at r/mlscaling ↗

Timeline · 1 report

  1. 2026-11-06 16:03 · r/mlscaling
    [R] Beyond 1D Token Collapse: High-Dimensional Stiefel Retraction & Zero-Copy Inter-Model Telepathy in Silicon (C++/Rust/Triton)

More stories

  1. Election backlash against data centers rattles AI stocks and expansion plans — TechCrunch AI
  2. Anthropic strikes $3.4bn deal for gas-fired generators to power AI data centres — Financial Times AI
  3. OpenAI to keep expanding AI data centers despite election results favoring restrictions — DigiTimes Asia
  4. Tencent AI chief warns AI will soon master biology, raising new safety risks — SCMP China Tech
  5. Hydra-PSIE expands 'Coeziune OM–IA' DOI registry to 39 published works — DEV Community — AI
  6. Developer's 48-Hour Field Notes Detail Free-Tier LLM Batch Job Failures — DEV Community — AI
  7. Apple's John Ternus reportedly pushing for faster AI progress beyond Siri upgrades — Techmeme
  8. US AI Safety Center Staff Now Report to White House, Raising Independence Concerns — AP News

Get the daily brief of stories like this at 6:30 every morning →