{
  "id": 3414228,
  "title": "RACE: Scalable Statistical Estimation of Functional Consistency in LLM Neurons",
  "url": "https://urgent.news/2026/08/25/race-scalable-statistical-estimation-of-functional-consistency-in-llm",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-25T15:57:43.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.24758v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Discovering stable neuron behavior across entire domains remains a challenge in mechanistic interpretability. Existing methods often rely on instance-level point estimates or computationally expensive procedures, which either obscure population-level variability or limit scalable domain-wide analysis. We present RACE (Residual Alignment for Consistency Estimation), a forward-pass statistical…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}