{
  "id": 10839703,
  "title": "VStress: Correlation-Aware Auditing and Adaptive Budget Allocation for Repeated Verifiers",
  "url": "https://urgent.news/2026/09/29/vstress-correlation-aware-auditing-and-adaptive-budget-allocation-for",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-29T07:59:03.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.36958v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Repeated verifier calls are useful only when they contribute conditional information. We introduce VStress, an auditable replay contract, and VStress-CA, a correlation-aware allocation policy that estimates the conditional marginal information of an unqueried verifier on a sealed calibration split, discounts uncertainty, normalizes by call cost, and stops or abstains when the next call is not…",
  "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."
}