{
  "id": 9676811,
  "title": "A General Framework for Budgeted Threshold Incentives on Request",
  "url": "https://urgent.news/2026/09/24/a-general-framework-for-budgeted-threshold-incentives-on-request",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-24T12:41:12.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.29724v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "On-demand delivery platforms pay riders through incentive activities whose tiers are set from recent completions of riders with a similar history. Operators request such plans for changing periods, rider populations, payment rules and budgets, often for holidays or bad weather, where randomized trials are scarce and take months to collect. We present a request-driven framework that composes four…",
  "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."
}