AINewsnow

Structured Output Doesn't Validate LLMs. It Resamples Them

TL;DR — Constrained decoding for structured output (JSON mode, grammar-based function calling) doesn't just check a model's answer — it rewrites the model's token-by-token probability distribution in real time. That reshaping can force a model into low-probability paths it never 'wanted' to take, a…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 1 report

  1. 2026-11-06 14:16 · DEV Community — Machine Learning
    Structured Output Doesn't Validate LLMs. It Resamples Them

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 →