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  "abstract": "A systems thesis on why abundant machine execution shifts the enterprise AI bottleneck from intelligence toward authority, verification, institutional state, human judgment, and cheap trust, and why SharePlane is the control layer required beyond the agent.",
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    "email": "tony@malott.ai",
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    "orientation": "Frontier intelligence is becoming abundant. Governance becomes the scarce layer.",
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      "caveat": "A conceptual economic and architectural thesis, not a measured universal law.",
      "id": "claim:bta:scarcity-migration",
      "posture": "owner-architecture-synthesis",
      "support": [
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      "text": "As marginal cognitive execution cost falls, enterprise scarcity migrates toward coordination, verification, authority, human attention, current state, and trust."
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    {
      "caveat": "A governance principle rather than an empirical claim about all deployments.",
      "id": "claim:bta:capability-authority",
      "posture": "owner-architecture-synthesis",
      "support": [
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      "text": "Machine capability does not itself establish legitimate current authority or trustworthy resulting institutional state."
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    {
      "caveat": "Defines the SharePlane architecture proposed and developed by Tony Malott.",
      "id": "claim:bta:shareplane",
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      "text": "SharePlane is the institutional control layer that turns abundant machine capability into bounded, verifiable, accountable organizational action without requiring proportional growth in human supervision."
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      "id": "collection:architecture-of-agency",
      "title": "The Architecture of Agency"
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      "role": "Collaborative thesis development, editorial refinement, measured-layout visual production, publication implementation, validation, and provenance serialization under Tony Malott's owner authority.",
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    "boundary": "Source-derived observations remain attributed. The architecture, economic model, terminology, and conceptual figures are Tony Malott's SharePlane synthesis.",
    "posture": "Owner-accepted SharePlane systems thesis developed from an owner-supplied Nate B. Jones transcript and Tony Malott's architecture synthesis, with explicit separation between source-derived observations and conceptual SharePlane models.",
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        "description": "The publication attributes those observations to Jones and does not present the thesis' conceptual lambda/mu, authority-envelope, governance-bandwidth, or judgment-compounding models as Jones' measured data.",
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        "published": "2026-08-26",
        "role": "Empirical and narrative trigger for observations about rapidly expanding agent activity, expert-user supervision patterns, enterprise operating infrastructure, and the PocketOS failure example.",
        "title": "Agents Aren't Taking Your Jobs. They're Creating More Work Instead.",
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        "role": "Governs Tony Malott authorship, accepted visual direction, SharePlane shell/trust-stack integration, graph, native images, merge authority, and canonical Production publication.",
        "title": "Publish Beyond the Agent — The SharePlane Thesis",
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      {
        "author": "Anthropic Economic Research",
        "description": "Does not establish universal economic effects, net job outcomes, or the SharePlane architecture.",
        "id": "source:anthropic:economic-index-cadences-2026",
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        "published": "2026-06-26",
        "role": "Bounded current corroboration for expanding agentic work and expertise/collaboration patterns within Anthropic's measured ecosystem.",
        "title": "Anthropic Economic Index report: Cadences",
        "type": "external-corroboration"
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        "author": "Microsoft WorkLab",
        "description": "Does not establish universal institutional outcomes, causal economy-wide effects, or the SharePlane architecture.",
        "id": "source:microsoft:work-trend-index-2026",
        "locator": "https://www.microsoft.com/en-us/worklab/work-trend-index/agents-human-agency-and-the-opportunity-for-every-organization",
        "publiclyExposed": true,
        "published": "2026-05-05",
        "role": "Bounded current corroboration for agent intensity, human direction, judgment, and supervision patterns within Microsoft 365 telemetry and survey evidence.",
        "title": "2026 Work Trend Index: Agents, human agency, and the opportunity for every organization",
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      "label": "Governed by SharePlane Platform Issue #638",
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      "explanation": "The Machine Is Not the Point argues that abundant capability increases the importance of human judgment and authority; Beyond the Agent develops the institutional machinery required to make that principle scalable.",
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      "label": "Companion: The Agent Is Not the Product. The Control Plane Is.",
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      "target_id": "artifact:the-agent-is-not-the-product-the-control-plane-is",
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    {
      "explanation": "Both works reserve scarce human attention for genuinely unresolved judgment rather than routine mechanical supervision.",
      "label": "Related: The Human Is Not the Fallback",
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  "subtitle": "Governing Abundant Machine Work",
  "thesis": "Frontier intelligence and execution are becoming abundant; institutional scarcity moves upward into coordination, verification, authority, human attention, current state, and trust.",
  "title": "Beyond the Agent",
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