1 GW of power = ~$50 billion in hardware/software/data centers

1 GW of power = ~$50 billion in hardware/software/data centers | a gigawatt of power corresponds to about 50 billion dollars of hardware, software, data centers

a gigawatt of power corresponds to about 50 billion dollars of hardware, software, data centers

Beneficiaries (23)

Adverse (6)

{
  "nia": false,
  "qty": "$50B per GW",
  "url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "caveats": "depending on numbers",
  "context": "a gigawatt of power corresponds to about 50 billion dollars",
  "to_year": 2026,
  "verbatim": "a gigawatt of power corresponds to about 50 billion dollars of hardware, software, data centers",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "present/near-term",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Industry confirms $45-55B per gigawatt for AI data centers",
      "notes": "HIT — Bernstein estimates ~$35B/GW; Nvidia leadership $50-60B/GW. Schmidt's $50B is mid-range consensus.",
      "source": "https://medium.com/@tarifabeach/the-real-cost-of-a-gigawatt-data-center-in-the-ai-era-a0f9615585a3",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://medium.com/@tarifabeach/the-real-cost-of-a-gigawatt-data-center-in-the-ai-era-a0f9615585a3",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Multiple credible analyst firms publish gigawatt-scale AI data center cost in $40-60B range, validating Schmidt's $50B/GW estimate"
    },
    {
      "kind": "llm_pre_event",
      "label": "McKinsey forecasts $5.2T data center buildout to 2030",
      "notes": "HIT — McKinsey: $5.2T DC investment by 2030 for 156 GW AI capacity (125 GW incremental). Implies $33-42B per incremental GW, consistent with Schmidt.",
      "source": "https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-cost-of-compute-a-7-trillion-dollar-race-to-scale-data-centers",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.mckinsey.com/industries/technology-media-and-telecommunications/our-insights/the-cost-of-compute-a-7-trillion-dollar-race-to-scale-data-centers",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "McKinsey or peer publishes forecast of $5T+ aggregate AI data center investment 2025-2030 with 125+ GW added"
    },
    {
      "kind": "llm_pre_event",
      "label": "Single 1+ GW AI campus announced and capitalized",
      "notes": "Stargate ($500B/10GW = $50B/GW) and Meta Hyperion both announced in 2025.",
      "source": "Stargate Project, OpenAI/Oracle partnerships, Meta Hyperion",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2025-12-31",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2025-01-01"
      },
      "measurement_criterion": "At least one publicly disclosed 1 GW+ AI data center campus with confirmed financing in $40-60B range"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI-optimized rack costs reach $20M+/MW (2x standard)",
      "notes": "HIT — AI-optimized facilities cost $20M+/MW vs standard $10-12M/MW, supporting $50B/GW total.",
      "source": "https://www.alpha-matica.com/post/deconstructing-the-data-center-a-look-at-the-cost-structure-1",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://www.alpha-matica.com/post/deconstructing-the-data-center-a-look-at-the-cost-structure-1",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Industry reports confirm AI-optimized facility c
... (truncated)