{
  "canonicalClaimUrl": "https://xn--mwe.com/questions/how-should-machine-intelligence-defend-against-machine-intelligence/#clm-k04-q-101",
  "claimStatus": "PROJECT TECHNICAL PROPOSAL",
  "correctionStatus": "CURRENT K04 STRATEGIC RECORD",
  "id": "CLM-K04-Q-101",
  "lastReviewed": "2026-08-15",
  "machineRecordUrl": "https://xn--mwe.com/data/claims/clm-k04-q-101.json",
  "name": "How should Machine Intelligence defend against adversarial Machine Intelligence?",
  "ownerAnchor": "clm-k04-q-101",
  "ownerId": "K04-Q-101",
  "ownerRoute": "/questions/how-should-machine-intelligence-defend-against-machine-intelligence/",
  "ownerType": "question",
  "proposition": "Use layered systems rather than one model: deterministic boundaries, diverse sensors and analyzers, adversarially trained models, immutable baselines, deception, moving-target defenses, Byzantine-resilient coordination, model and data provenance, runtime assurance, and recovery that assumes some agents will fail or be compromised.",
  "qualification": "The answer remains bounded by the owning topic, exact authority, safety, jurisdiction, evidence, and readiness state.",
  "releaseId": "K12-2026-08-16",
  "releaseVersion": "2.1.0",
  "researchCutoff": "2026-08-15",
  "scope": "Direct answer for How should Machine Intelligence defend against adversarial Machine Intelligence?",
  "slug": "clm-k04-q-101",
  "sourceIds": [
    "SRC-DODD-3000-09",
    "SRC-USAASC-PM-CW-2026",
    "SRC-USAASC-CYBER-WARFARE-2026"
  ],
  "sourceSections": [
    {
      "section": "Policy 1.2(a)-(b)",
      "sourceId": "SRC-DODD-3000-09",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "Autonomous and semi-autonomous weapon systems must allow appropriate human judgment over force and undergo rigorous verification, validation, testing, cybersecurity, and lawful use.",
      "url": "https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodd/300009p.PDF"
    },
    {
      "section": "Responsibilities and testing",
      "sourceId": "SRC-DODD-3000-09",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "The directive assigns approval, legal review, test, monitoring, operator understanding, abort, and post-fielding responsibilities.",
      "url": "https://www.esd.whs.mil/Portals/54/Documents/DD/issuances/dodd/300009p.PDF"
    },
    {
      "section": "Establishment and mission",
      "sourceId": "SRC-USAASC-PM-CW-2026",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "Project Manager Cyber Warfare was formed from the merger of PM Defensive Cyber Operations and PM Cyber and Space to deliver integrated cyber capabilities.",
      "url": "https://cpeisw.army.mil/2026/08/03/constant-modernization-the-establishment-of-project-manager-cyber-warfare/"
    },
    {
      "section": "Offense-defense feedback",
      "sourceId": "SRC-USAASC-PM-CW-2026",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "The official statement presents offense informing defense and defense informing offense as a rationale for portfolio integration.",
      "url": "https://cpeisw.army.mil/2026/08/03/constant-modernization-the-establishment-of-project-manager-cyber-warfare/"
    },
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      "section": "Portfolio integration",
      "sourceId": "SRC-USAASC-CYBER-WARFARE-2026",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "The Army describes integrated offensive and defensive cyber portfolios and rapid collaboration with commercial technology partners.",
      "url": "https://asc.army.mil/web/cyber-warfare-the-best-offense-is-a-powerful-defense/"
    },
    {
      "section": "Conclusion",
      "sourceId": "SRC-USAASC-CYBER-WARFARE-2026",
      "supportRelationship": "QUALIFIES OR SUPPORTS WITHIN STATED SCOPE",
      "supports": "The article frames cyber capability as both defending critical infrastructure and enabling approved cyber operations.",
      "url": "https://asc.army.mil/web/cyber-warfare-the-best-offense-is-a-powerful-defense/"
    }
  ],
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