AINewsnow

What Does a Token Cost? A Mixture-of-Agents Measurement of Sufficient Per-Token Compute

arXiv:2610.02491v1 Announce Type: new Abstract: Large language models spend the same amount of computation on every token they generate, regardless of how difficult each token is to produce. Methods such as speculative decoding and model routing are built on the premise that much of this computatio…

Read the full story at arXiv cs.AI ↗

Timeline · 1 report

  1. 2026-10-05 04:00 · arXiv cs.AI
    What Does a Token Cost? A Mixture-of-Agents Measurement of Sufficient Per-Token Compute

More stories

  1. NVIDIA DGX Spark 64GB Gives Developers More Ways to Build and Scale Local AI — NVIDIA Blog
  2. Trump’s big AI move: ‘Super Intelligence Force’ launched, Jay Clayton named AI czar — Mint AI
  3. A model guide for the GPT-6 family — OpenAI News
  4. An OpenAI safety employee has quit and is sounding the alarm — The Verge AI
  5. Introducing Oscilloscope Diffusion — r/comfyui
  6. OpenAI fires 3 AI safety researchers for allegedly sharing confidential company information — Mint AI
  7. Apple says it's tightening macOS Full Disk Access' controls due to new risks from AI agents — TechCrunch AI
  8. Strata is seriously impressive, running Qwen 3.8 Flash Next on hermes at 512k context. — r/LocalLLM

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