{
  "id": 204396,
  "title": "Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning",
  "url": "https://urgent.news/2026/08/05/argus-a-general-purpose-agentic-runtime-for-long-horizon-reasoning",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-05T17:58:58.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.05144v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Long-horizon reasoning requires an agentic runtime that can persist when evidence supports its current approach and pivot when measurements reveal failure, hidden constraints, or a misspecified objective. We present Argus, a persistent, self-evolving runtime in which Manager, Planner, Engineer, and Reviewer execute bounded missions over durable project state. Argus separates stable user intent…",
  "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."
}