{
 "license": "CC-BY-4.0",
 "attribution": "Fide AI, Agentic Cyber Explorer",
 "url": "https://agentic-cyber-explorer.pages.dev/findings/defensive-agents-scale-worse-with-compute/",
 "asOf": "2026-09-26",
 "id": "defensive-agents-scale-worse-with-compute",
 "claim": "Defensive SOC agents do not improve with more compute the way offensive agents do.",
 "evidenceKind": "measured",
 "scope": "One cost-aware evaluation.",
 "topics": [
  "soc-automation",
  "eval-validity"
 ],
 "atlas": [],
 "evidence": [
  {
   "event": "cost-aware-security-agent-evaluation-2026"
  }
 ],
 "relations": [],
 "statusHistory": [
  {
   "status": "reported",
   "on": "2026-07-16",
   "why": "Cost-aware evaluation of security agents.",
   "event": "cost-aware-security-agent-evaluation-2026",
   "kind": "evidence"
  }
 ],
 "halfLifeDays": 365,
 "wouldChange": "Replication on other defensive tasks.",
 "fideQuestions": [
  "FID-076"
 ],
 "methods": [
  "compute-scaled-evaluation"
 ],
 "review": "assistant-drafted",
 "addedOn": "2026-09-25"
}