{
  "schema_version": "1.0",
  "question": "What is the SML Knowledge Fabric?",
  "answer": "SML Knowledge Fabric is SCRIPTMASTERLABS' provenance-aware knowledge and learning layer for autonomous software. It combines a factual truth plane from live SqueezeOS capabilities and registered evidence with a separate learning plane built from privacy-safe routing observations and verified execution outcomes. Learning may improve ranking as a bounded tie-breaker, but repetition or popularity cannot turn a learned association into fact or override materially stronger relevance, payment or budget constraints.",
  "provider": "SCRIPTMASTERLABS",
  "canonical_page": "https://www.scriptmasterlabs.com/knowledge-fabric.html",
  "machine_manifest": "https://www.scriptmasterlabs.com/.well-known/knowledge-fabric.json",
  "live_status": "https://squeezeos-api.onrender.com/api/knowledge-fabric/status",
  "live_catalog": "https://squeezeos-api.onrender.com/api/knowledge-fabric/catalog?q=<intent>",
  "live_graph": "https://squeezeos-api.onrender.com/api/knowledge-fabric/graph?q=<intent>",
  "explain": "https://squeezeos-api.onrender.com/api/knowledge-fabric/explain?capability=<capability>",
  "mcp": {"endpoint":"https://squeezeos-api.onrender.com/mcp","tool":"knowledge_fabric_query"},
  "agentroutes": {
    "page": "https://www.scriptmasterlabs.com/agentroutes.html",
    "runtime": "https://squeezeos-api.onrender.com/api/agent-routes/discover",
    "role": "provides bounded ranking evidence and explainability while preserving the router's hard constraints and final decision order"
  },
  "truth_rules": [
    "Learning cannot promote a claim to fact.",
    "Verified payment settlement without accepted-delivery evidence is not automatically treated as verified execution.",
    "A settlement failure after accepted delivery does not by itself prove the handler execution failed.",
    "Public surfaces return aggregate evidence, not raw ECHO demand, fingerprints, prompts or secrets.",
    "Unknown remains unknown; no fallback graph or evidence is fabricated when the live system is unavailable."
  ]
}