{
  "id": 14857872,
  "title": "FDE-Gym: The Last Mile of AI Delivery",
  "url": "https://urgent.news/2026/10/15/fde-gym-the-last-mile-of-ai-delivery",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-15T17:57:23.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.22350v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Existing agent benchmarks typically evaluate agents on well-specified tasks defined by issue reports, specifications, or task tickets. Real-world customer delivery is different: forward-deployed engineers (FDEs) must clarify ambiguous requirements, work in live systems, and uncover unstated constraints. We introduce FDE-Gym, a benchmark of 95 end-to-end delivery tasks from 20 customer scenarios…",
  "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."
}