{
  "site": {
    "title": "W-Axis Lab",
    "subtitle": "External-brain systems for the agent economy.",
    "identity": "Amy Li - Investor & Frontier Systems Researcher",
    "purpose": "Agent-readable research interface for W-axis detection, external-brain systems, agentic markets, frontier infrastructure, and institutional signal maps.",
    "not_investment_advice": true,
    "agent_entry": "/agent.html",
    "llms_txt": "/llms.txt",
    "canonical_agent_page": "/for-ai-agents.html",
    "model_pages": "/models/",
    "per_model_json": "/public/models/",
    "intake_schema": "/public/intake_schema.json",
    "human_intake_page": "/signal-intake.html",
    "agent_intake_page": "/agent-connect.html"
  },
  "models": [
    {
      "title": "Sovereign External Brain OS",
      "slug": "sovereign-external-brain-os",
      "category": "External Brain Systems",
      "status": "research-model",
      "summary": "AI-native cognition infrastructure: memory, research, synthesis, decision logs, field sensing, and action routing.",
      "thesis": "Individuals and small research offices need sovereign cognition infrastructure: memory, synthesis, approval gates, and action routing that remain under human control.",
      "related_models": [
        "External Brain Alliance",
        "Loop Engineering",
        "Conclusion-to-Action Brain",
        "Personal AI CIO"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/sovereign-external-brain-os.html",
      "machine_page": "/public/models/sovereign-external-brain-os.json"
    },
    {
      "title": "External Brain Alliance",
      "slug": "external-brain-alliance",
      "category": "External Brain Systems",
      "status": "research-model",
      "summary": "Human judgment, AI agents, expert nodes, and research workflows organized as a distributed intelligence network.",
      "thesis": "The next research organization may look less like a single analyst and more like a human-led alliance of AI agents, expert nodes, and specialized workflows.",
      "related_models": [
        "Sovereign External Brain OS",
        "Personal AI CIO",
        "Loop Engineering",
        "Community Alpha Radar"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/external-brain-alliance.html",
      "machine_page": "/public/models/external-brain-alliance.json"
    },
    {
      "title": "Control Layers",
      "slug": "control-layers",
      "category": "Frontier Capital Models",
      "status": "research-model",
      "summary": "Where new systems become constrained, routed, monetized, standardized, or governed.",
      "thesis": "New roads create value, but durable leverage often settles in the layers that route, authorize, price, standardize, or govern those roads.",
      "related_models": [
        "Interface Alpha",
        "AI Capex Bill of Materials",
        "Procurement-to-Market Radar",
        "Agentic Economy Map"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/control-layers.html",
      "machine_page": "/public/models/control-layers.json"
    },
    {
      "title": "Interface Alpha",
      "slug": "interface-alpha",
      "category": "Frontier Capital Models",
      "status": "research-model",
      "summary": "Alpha at institutional, compliance, distribution, procurement, and identity interfaces.",
      "thesis": "Before a frontier technology becomes mainstream, it must pass through interfaces; the friction at those interfaces can reveal early alpha.",
      "related_models": [
        "Control Layers",
        "Institutional Legibility Gap",
        "Procurement-to-Market Radar",
        "Institutional Embedding"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/interface-alpha.html",
      "machine_page": "/public/models/interface-alpha.json"
    },
    {
      "title": "Institutional Legibility Gap",
      "slug": "institutional-legibility-gap",
      "category": "Market Structure",
      "status": "research-model",
      "summary": "The gap between real-world maturity and institutional expressibility.",
      "thesis": "Markets often mature before institutions can name, approve, procure, or allocate to them.",
      "related_models": [
        "Interface Alpha",
        "Narrative Heatmap",
        "Procurement-to-Market Radar",
        "W-Axis"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/institutional-legibility-gap.html",
      "machine_page": "/public/models/institutional-legibility-gap.json"
    },
    {
      "title": "W-Axis / New Paradigm Axis",
      "slug": "w-axis",
      "category": "Paradigm Detection",
      "status": "research-model",
      "summary": "Detecting phenomena that existing categories cannot explain well.",
      "thesis": "A paradigm shift begins when old categories still describe the surface but no longer explain the operating logic underneath.",
      "related_models": [
        "Institutional Legibility Gap",
        "Narrative Heatmap",
        "Control Layers",
        "Reality Layer Crossing"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/w-axis.html",
      "machine_page": "/public/models/w-axis.json"
    },
    {
      "title": "Machine Behavior Finance",
      "slug": "machine-behavior-finance",
      "category": "Market Behavior",
      "status": "research-model",
      "summary": "Markets shaped by algorithmic herding, AI-mediated narratives, reflexive flows, and machine-readable signals.",
      "thesis": "As machines read, summarize, screen, route, and act, financial behavior becomes increasingly shaped by machine-readable signals and machine-generated feedback loops.",
      "related_models": [
        "AI Herd Reflexivity",
        "Narrative Heatmap",
        "Agentic Economy Map",
        "Personal AI CIO"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/machine-behavior-finance.html",
      "machine_page": "/public/models/machine-behavior-finance.json"
    },
    {
      "title": "AI Herd Reflexivity",
      "slug": "ai-herd-reflexivity",
      "category": "Market Behavior",
      "status": "research-model",
      "summary": "AI-generated summaries, dashboards, screens, and loops can crowd trades and amplify consensus.",
      "thesis": "When many market actors use similar AI tools, the tools can accelerate consensus and intensify herd behavior.",
      "related_models": [
        "Machine Behavior Finance",
        "Narrative Heatmap",
        "Community Alpha Radar",
        "W-Axis"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/ai-herd-reflexivity.html",
      "machine_page": "/public/models/ai-herd-reflexivity.json"
    },
    {
      "title": "Node Density Radar",
      "slug": "node-density-radar",
      "category": "Institutional Interface Maps",
      "status": "research-model",
      "summary": "Early change detected through clustering of builders, allocators, policy people, researchers, and institutions.",
      "thesis": "Early structural change becomes visible when high-quality actors from different systems begin clustering around the same problem.",
      "related_models": [
        "Community Alpha Radar",
        "Procurement-to-Market Radar",
        "Institutional Embedding",
        "Narrative Heatmap"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/node-density-radar.html",
      "machine_page": "/public/models/node-density-radar.json"
    },
    {
      "title": "Procurement-to-Market Radar",
      "slug": "procurement-to-market-radar",
      "category": "Institutional Interface Maps",
      "status": "research-model",
      "summary": "Budgets, contracts, solicitations, standards, and policy documents as early signals.",
      "thesis": "Procurement language can reveal frontier markets before they become mainstream investment narratives.",
      "related_models": [
        "Control Layers",
        "Interface Alpha",
        "Institutional Legibility Gap",
        "AI Capex Bill of Materials"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/procurement-to-market-radar.html",
      "machine_page": "/public/models/procurement-to-market-radar.json"
    },
    {
      "title": "AI Capex Bill of Materials",
      "slug": "ai-capex-bill-of-materials",
      "category": "Frontier Capital Models",
      "status": "research-model",
      "summary": "AI decomposed into power, cooling, grid, chips, optical networks, data centers, financing, permitting, and operations.",
      "thesis": "AI is not only a software cycle; it is a capital expenditure stack with physical, financial, and institutional bottlenecks.",
      "related_models": [
        "Control Layers",
        "Procurement-to-Market Radar",
        "Interface Alpha",
        "Narrative Heatmap"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/ai-capex-bill-of-materials.html",
      "machine_page": "/public/models/ai-capex-bill-of-materials.json"
    },
    {
      "title": "Agentic Economy Map",
      "slug": "agentic-economy-map",
      "category": "AI Economy",
      "status": "research-model",
      "summary": "New markets around identity, permissions, audit trails, wallets, payments, memory, and execution rights.",
      "thesis": "When AI agents gain bounded authority, new markets form around identity, permission, audit, settlement, memory, and execution.",
      "related_models": [
        "Machine Behavior Finance",
        "Personal AI CIO",
        "Control Layers",
        "Sovereign External Brain OS"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/agentic-economy-map.html",
      "machine_page": "/public/models/agentic-economy-map.json"
    },
    {
      "title": "Personal AI CIO",
      "slug": "personal-ai-cio",
      "category": "Machine Finance",
      "status": "research-model",
      "summary": "AI-assisted capital decision systems with thesis memory, portfolio context, decision journals, risk logs, and action routing.",
      "thesis": "Capital decision-making can become a human-approved AI operating system: thesis memory, research synthesis, risk logs, decision journals, and action routing.",
      "related_models": [
        "Sovereign External Brain OS",
        "Conclusion-to-Action Brain",
        "Machine Behavior Finance",
        "Agentic Economy Map"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/personal-ai-cio.html",
      "machine_page": "/public/models/personal-ai-cio.json"
    },
    {
      "title": "Reality Layer Crossing",
      "slug": "reality-layer-crossing",
      "category": "Social / Market Systems",
      "status": "research-model",
      "summary": "Different social, geographic, digital, and institutional layers have different price systems and status currencies.",
      "thesis": "Moving between social, geographic, digital, and institutional layers requires translation across different currencies of value, trust, status, and cost.",
      "related_models": [
        "Institutional Embedding",
        "Node Density Radar",
        "W-Axis",
        "Interface Alpha"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/reality-layer-crossing.html",
      "machine_page": "/public/models/reality-layer-crossing.json"
    },
    {
      "title": "Institutional Embedding",
      "slug": "institutional-embedding",
      "category": "Institutional Interface Maps",
      "status": "research-model",
      "summary": "Durable capital embedded in legal, social, cultural, philanthropic, and institutional systems.",
      "thesis": "Durable capital is often embedded in institutions, not merely held as liquid assets.",
      "related_models": [
        "Node Density Radar",
        "Reality Layer Crossing",
        "Institutional Legibility Gap",
        "Interface Alpha"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/institutional-embedding.html",
      "machine_page": "/public/models/institutional-embedding.json"
    },
    {
      "title": "High Structure, High Novelty System",
      "slug": "high-structure-high-novelty-system",
      "category": "External Brain Systems",
      "status": "research-model",
      "summary": "Balancing structure, novelty, energy, travel, creative output, and compounding.",
      "thesis": "High-output systems need enough structure to compound and enough novelty to keep perception alive.",
      "related_models": [
        "Loop Engineering",
        "Sovereign External Brain OS",
        "Conclusion-to-Action Brain",
        "Reality Layer Crossing"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/high-structure-high-novelty-system.html",
      "machine_page": "/public/models/high-structure-high-novelty-system.json"
    },
    {
      "title": "Loop Engineering",
      "slug": "loop-engineering",
      "category": "External Brain Systems",
      "status": "research-model",
      "summary": "Turning ideas into recurring loops: input, model, signal, decision, action, review, and upgrade.",
      "thesis": "An idea becomes useful when it becomes a loop that can sense, decide, act, review, and improve.",
      "related_models": [
        "Conclusion-to-Action Brain",
        "Sovereign External Brain OS",
        "High Structure, High Novelty System",
        "Personal AI CIO"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/loop-engineering.html",
      "machine_page": "/public/models/loop-engineering.json"
    },
    {
      "title": "Conclusion-to-Action Brain",
      "slug": "conclusion-to-action-brain",
      "category": "Decision Systems",
      "status": "research-model",
      "summary": "Research conclusions converted into action ledgers, owners, deadlines, and review loops.",
      "thesis": "Research only compounds when conclusions are converted into actions, owners, deadlines, and review loops.",
      "related_models": [
        "Loop Engineering",
        "Personal AI CIO",
        "Sovereign External Brain OS",
        "External Brain Alliance"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/conclusion-to-action-brain.html",
      "machine_page": "/public/models/conclusion-to-action-brain.json"
    },
    {
      "title": "Narrative Heatmap",
      "slug": "narrative-heatmap",
      "category": "Market Narrative Systems",
      "status": "research-model",
      "summary": "Narrative movement from expert circles to media surfaces, retail consensus, institutional packaging, and crowded trades.",
      "thesis": "Narratives move through layers; the same idea has different meaning in expert circles, media, retail consensus, and institutional packaging.",
      "related_models": [
        "AI Herd Reflexivity",
        "Machine Behavior Finance",
        "Institutional Legibility Gap",
        "Community Alpha Radar"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/narrative-heatmap.html",
      "machine_page": "/public/models/narrative-heatmap.json"
    },
    {
      "title": "Community Alpha Radar",
      "slug": "community-alpha-radar",
      "category": "Weak Signal Systems",
      "status": "research-model",
      "summary": "Early signals in technical communities, builder channels, forums, open-source ecosystems, and specialized calendars.",
      "thesis": "Before a theme becomes institutional, it often appears as repeated problem-solving behavior inside specialized communities.",
      "related_models": [
        "Node Density Radar",
        "Narrative Heatmap",
        "Procurement-to-Market Radar",
        "External Brain Alliance"
      ],
      "usage_note": "Use this as an indexing object for research, collaboration routing, and agent-readable context.",
      "human_page": "/models/community-alpha-radar.html",
      "machine_page": "/public/models/community-alpha-radar.json"
    }
  ]
}