{
  "schema_version": "ifp.profile.v1",
  "as_of": "2026-08-24",
  "canonical_url": "https://infinity-folder.no/profile.json",
  "person": {
    "name": "Andriy Baygerych",
    "alternate_name": "Andrei",
    "location": "Norway",
    "titles": [
      "Founder-Operator",
      "Applied AI Systems Engineer"
    ],
    "organization": {
      "public_name": "IFP Norge",
      "legal_name": "Baygerych IFP Norge",
      "organization_number": "936 546 730"
    },
    "summary": "Independent applied AI systems engineer and founder-operator of IFP/SAGE. Works across live-system re-derivation, agent infrastructure, independent verification, authority containment, machine-readable evidence, and provider-neutral worker steering.",
    "credential_note": "No formal IT engineering diploma is claimed. Capability is presented through live systems, exact artifacts, bounded case studies, and visible negative results.",
    "contact": {
      "phone": "+47 904 16 707",
      "telephone_uri": "tel:+4790416707",
      "website": "https://infinity-folder.no",
      "live_substrate": "https://infinity-folder.org/index.html",
      "public_record": "https://github.com/Nordvei/sage-track-record",
      "email": "info@infinity-folder.no",
      "email_uri": "mailto:info@infinity-folder.no",
      "business_email": "enterprise@infinity-folder.no",
      "business_email_uri": "mailto:enterprise@infinity-folder.no"
    }
  },
  "open_to": {
    "roles": [
      "Forward-Deployed AI Engineer",
      "Agent Systems Engineer",
      "AI Evals and Reliability Engineer",
      "Applied AI Systems Architect",
      "AI Governance Engineer",
      "Technical Product Lead for Agentic Systems"
    ],
    "engagements": [
      "Full-time engineering role",
      "Contract engineering",
      "Agentic AI closure and steering audit",
      "Bounded design-partner build",
      "Live-system recovery and re-derivation",
      "Evidence and authority architecture review"
    ]
  },
  "capabilities": [
    "Live-system re-derivation from current evidence",
    "Writer-reader-consumer and authority-path analysis",
    "Provider-neutral worker and capability contracts",
    "Independent verification and closure design",
    "L0-L4 agent learning and steering classification",
    "Admission boundaries and authority containment",
    "Exact-artifact, SHA, and test qualification",
    "Append-only evidence and typed correction",
    "Human and machine-readable public truth surfaces",
    "Multi-model technical programme direction"
  ],
  "systems_and_tools": [
    "Linux",
    "systemd",
    "Python",
    "SQLite",
    "Git",
    "NATS",
    "REST APIs",
    "JSON",
    "Ollama",
    "DGX Spark",
    "Cloudflare",
    "Ed25519",
    "x402",
    "Base Sepolia",
    "HTML",
    "CSS",
    "JavaScript",
    "EVOKE (candidate; isolated benchmark pending)",
    "World models",
    "CUDA 12.4 evaluation"
  ],
  "selected_work": [
    {
      "id": "machine-governor-p0rl",
      "status": "PROVISIONAL_REVIEW_PENDING",
      "title": "SAGE Machine Governor P0-RL",
      "result": "Mapped 35 learning/control mechanisms; 21 had current firing evidence or output; zero verified L2, L3, or L4 external-worker loops; one thin deterministic steering consumer identified.",
      "url": "https://infinity-folder.no/work.html#machine-governor"
    },
    {
      "id": "decisionbundle-p1",
      "status": "QUALIFIED_BOUNDED",
      "title": "DecisionBundleV1 P1",
      "result": "315 passing clean-worktree tests; package internal consistency verified; broader full_record remains UNESTABLISHED.",
      "url": "https://infinity-folder.no/work.html#decisionbundle"
    },
    {
      "id": "ovl-testnet",
      "status": "CLOSED_TESTNET_SELF_PAID",
      "title": "OVL paid attestation rail",
      "result": "Base Sepolia x402 settlement produced an Ed25519-signed receipt that was independently re-derived with four tamper variants rejected.",
      "url": "https://infinity-folder.no/work.html#ovl"
    },
    {
      "id": "energy-truth-correction",
      "status": "FALSIFIED_HELD",
      "title": "Energy prediction truth correction",
      "result": "Governed accuracy approximately 46.5%; no demonstrated advantage over persistence; previous 65 percent headline superseded.",
      "url": "https://infinity-folder.no/work.html#energy-record"
    }
  ],
  "operating_principles": [
    "Worker self-report is not closure.",
    "Historical documents are evidence inputs, not current runtime truth.",
    "Stored memory is not learning until a later attempt changes.",
    "Changed behavior is not improvement until a held-out result verifies it.",
    "Improvement does not grant authority.",
    "Negative and undecidable results remain first-class records.",
    "Prefer the smallest intervention that closes the actual loop."
  ],
  "current_compute_direction": {
    "qwen": "local language target; package identity pending verification",
    "grok": "external high-compute; no authority",
    "evoke": "visual-world candidate; no authority; isolated benchmark pending",
    "sage": "sole governor"
  }
}