'Watts are wealth' — as machines progressively take over physical production, marginal cost of goods and services falls toward absolute zero; once physical labor is decoupled from human biological limits, the only true constraints on economic output ar...

'Watts are wealth' — as machines progressively take over physical production, marginal cost of goods and services falls toward absolute zero; once physical labor is decoupled from human biological limits, the only true constraints on economic output are energy capacity and raw compute. | First major industry achieving >80% automation with energy-dominated cost structure

Key catalyst: First major industry achieving >80% automation with energy-dominated cost structure

Watch events: Energy-to-labor cost-share ratios in industrial economies

Energy and compute dominating cost structures in modern factories; per ROB_009 $30K Optimus economics, direction correct. Full marginal-cost-zero threshold decades out.

{
  "nia": false,
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Specific economic reframing thesis. Distinct from CMQ_054 (Musk abundance). Couples with SPC_031 (launch cost deflation), SPC_027 (Finn agent economy), AI_016 (experience curve).",
  "to_year": 2040,
  "conv_cues": "coined framing; economic paradigm-shift claim",
  "direction": "HAPPEN",
  "from_year": 2030,
  "timeframe": "2030-2040",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Tesla Optimus V3 enters production with first units shipped to external customers",
      "source": "https://humanoidroboticstechnology.com/industry-news/tesla-unveils-ambitious-optimus-humanoid-roadmap/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://humanoidroboticstechnology.com/industry-news/tesla-unveils-ambitious-optimus-humanoid-roadmap/",
      "expected_date": "2027-04-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-08-01"
      },
      "measurement_criterion": "Tesla earnings call, 10-Q filing, or press release confirms first Optimus V3 production units delivered to non-Tesla customers (industrial or commercial pilot deployments)"
    },
    {
      "kind": "llm_pre_event",
      "label": "First single industrial facility (warehouse, factory, port) reaches >80% physical-task automation with humanoid + traditional robotics",
      "source": "https://helpforce.ai/news/tesla-optimus-robot-factory-giga-texas",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://helpforce.ai/news/tesla-optimus-robot-factory-giga-texas",
      "expected_date": "2029-03-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Public disclosure (corporate press release, McKinsey/BCG case study, peer-reviewed industrial engineering paper) confirms operational facility where >80% of physical labor tasks are automated, with energy as dominant cost variable rather than labor"
    },
    {
      "kind": "llm_pre_event",
      "label": "Cumulative humanoid robot deployments cross 1 million units globally (Tesla, Figure, Agility, Apptronik, Unitree, etc.)",
      "source": "https://www.eweek.com/robotics/tesla-optimus-robot-launch-timeline/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://www.eweek.com/robotics/tesla-optimus-robot-launch-timeline/",
      "expected_date": "2029-12-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2031-12-31",
        "from": "2028-01-01"
      },
      "measurement_criterion": "Industry tracker (IFR World Robotics, Bank of America, ARK Invest, Goldman) reports global cumulative humanoid robot deployments exceeding 1M units in operational use"
    },
    {
      "kind": "llm_pre_event",
      "label": "Energy share of marginal cost (vs. labor) in major manufactured goods category exceeds 50%",
      "source": "https://standardbots.com/blog/tesla-robot",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://standardbots.com/blog/tesla-robot",
      "expected_date": "2032-01-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2034-12-31",
        "from": "2029-01-01"
      },
      "measurement_criterion": "BLS, BEA, or IEA industrial-economics study identifies at least one major manufactured-goods category (consumer electronics, automotive sub-assembly, food processing) where direct energy cost exceeds direct labor cost as share of marginal output, val
... (truncated)