{
  "id": 4978187,
  "title": "From Prompt to Provenance: BloClaw, a Capability-Gated AI4S Workstation for Auditable Computational Biology",
  "url": "https://urgent.news/2026/09/01/from-prompt-to-provenance-bloclaw-a-capability-gated-ai4s-workstation",
  "topic": "science",
  "section": "Science",
  "published": "2026-09-01T00:00:00.000Z",
  "source": {
    "name": "bioRxiv",
    "slug": "biorxiv",
    "url": "https://www.biorxiv.org/content/10.64898/2026.08.26.747436v1?rss=1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Scientific agents can produce plausible answers while remaining unable to establish whether the computation behind an answer is executable, recoverable, or reproducible. We present BloClaw, an AI4S workstation built around a simple principle: a scientific agent should know what it can do, show how it did it, and state what remains unvalidated. Each capability declares an execution state, input…",
  "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."
}