← Cockpit
238_038predictionAIAI-scaling

Compute will remain scarce until Dyson swarm is built; scarce AI agent attention will be monetized

Predictor: Alex Wissner-Gross · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source

Prior probability
45.0%
Current probability
34.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2029-03-31
Edges in / out
6 / 0
Tickers exposed
37

Prediction text

Compute will remain scarce until Dyson swarm is built; scarce AI agent attention will be monetized | until we have effectively unbounded compute, we still have scarce resources in the form of comput. And that means scarce AI agent attention. That means that we need some sort of [market for it]

Watch events: Starcloud Blackwell satellite (Oct 2026); Google Project Suncatcher demo satellite; FCC DC filings

Verbatim quote

From episode "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238"
until we have effectively unbounded compute, we still have scarce resources in the form of comput. And that means scarce AI agent attention. That means that we need some sort of [market for it]

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.7%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 9 pending
  1. 2026-10-10pendingQ1 window check-in (25%)
  2. 2026-10-01 → 2026-12-31pendingGPU rental spot price (H100/B200 equivalent) holds above $2/hr through 2026-Q4
    How: SemiAnalysis H100 1-Year Rental Index or comparable tracker shows persistent >2 USD/hr median through Q4 2026
    Source: SemiAnalysis 'Great GPU Shortage' rental capacity indexconf 60%
  3. 2026-10-01 → 2027-04-30pendingMajor hyperscaler (MSFT/GOOG/META/AMZN) capex disclosed for 2027 exceeds $80B per company
    How: Q3-Q4 2026 or Q1 2027 earnings call discloses 2027 capex >=80B USD per single hyperscaler, signaling continued compute-scarcity-driven build-out
    Source: S&P Global 'AI's global resource race' data center frontiers reportconf 70%
  4. 2026-06-01 → 2027-09-30pendingFirst commercial 'AI agent attention auction' or paid-priority API tier launches
    How: OpenAI/Anthropic/Google/xAI launches a tier where end-customers can bid for AI agent priority/attention slots; news + product page citation
    Source: Compute scarcity thesis: OpenClaw triggered Anthropic pay-as-you-go shiftconf 50%
  5. 2026-06-01 → 2027-12-31pendingHBM3/HBM4 memory remains the binding constraint per analyst commentary
    How: SK Hynix, Samsung, or Micron earnings call confirms HBM allocations sold out >=12 months forward; SemiAnalysis or TrendForce confirmation
    Source: Vexxhost GPU capacity analysis: HBM is the binding constraintconf 75%
  6. 2027-03-23pendingQ2 window check-in (50%)
  7. 2026-09-01 → 2027-12-31pendingData-center electrical capacity additions remain below demand forecast (lead-time gap >24 months)
    How: Industry tracker (BCD, Tech-Insider 7GW analysis, EIA) reports transformer / switchgear lead times >=36 months persisting through 2027
    Source: Tech-Insider 'US AI Data Center Delays: 7 GW Capacity Crisis 2026'conf 70%
  8. 2027-09-03pendingQ3 window check-in (75%)
  9. 2027-12-31pendingIf GPU rental prices fall >50% from April 2026 levels by end-2027, scarcity thesis weakens
    How: SemiAnalysis median H100/B200 rental rate drops >50% from 2026-04 baseline indicates compute supply has caught demand, contradicting prediction
    Source: SemiAnalysis rental price index methodologyconf 45%

No downstream cascades — this prediction is a leaf in the dependency graph.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 35%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z34.7%-1.4pp
Network propagation: 36.1% → 34.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z36.1%-2.8pp
Network propagation: 38.9% → 36.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.9%-2.1pp
Network propagation: 40.9% → 38.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z40.9%-4.1pp
Network propagation: 45.0% → 40.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereqS_AGI_MID_2029
AGI mid: Kurzweil 2029 path
35.0%0.4500.050-0.157
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.450+0.063
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.450+0.055
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.450+0.043
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.450-0.037

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_AGI_MID_2029AGI mid: Kurzweil 2029 pathagi_general_capability
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
  "mode": "THESIS",
  "role": "Host",
  "caveats": "until unbounded compute",
  "context": "There's no reason to think compute is certainly scarce still. I we're we're building the Dyson swarm... But until we have effectively unbounded compute, we still have scarce resources in the form of comput. And that means scarce AI agent attention.",
  "verbatim": "until we have effectively unbounded compute, we still have scarce resources in the form of comput. And that means scarce AI agent attention. That means that we need some sort of [market for it]",
  "conv_cues": "we need some sort of",
  "direction": "HAPPEN",
  "timeframe": "Medium-term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -9,
      "source_id": null,
      "expected_date": "2026-10-10",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "GPU rental spot price (H100/B200 equivalent) holds above $2/hr through 2026-Q4",
      "source": "SemiAnalysis 'Great GPU Shortage' rental capacity index",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://newsletter.semianalysis.com/p/the-great-gpu-shortage-rental-capacity",
      "expected_date": "2026-11-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-10-01"
      },
      "measurement_criterion": "SemiAnalysis H100 1-Year Rental Index or comparable tracker shows persistent >2 USD/hr median through Q4 2026"
    },
    {
      "kind": "llm_pre_event",
      "label": "Major hyperscaler (MSFT/GOOG/META/AMZN) capex disclosed for 2027 exceeds $80B per company",
      "source": "S&P Global 'AI's global resource race' data center frontiers report",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.spglobal.com/en/research-insights/special-reports/look-forward/data-center-frontiers/global-ai-power-demand-challenges-opportunities",
      "expected_date": "2027-01-14",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-04-30",
        "from": "2026-10-01"
      },
      "measurement_criterion": "Q3-Q4 2026 or Q1 2027 earnings call discloses 2027 capex >=80B USD per single hyperscaler, signaling continued compute-scarcity-driven build-out"
    },
    {
      "kind": "llm_pre_event",
      "label": "First commercial 'AI agent attention auction' or paid-priority API tier launches",
      "source": "Compute scarcity thesis: OpenClaw triggered Anthropic pay-as-you-go shift",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://www.linuxjournal.com/content/openclaw-2026-what-it-whos-using-it-and-whether-your-business-should-adopt-it",
      "expected_date": "2027-01-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-09-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "OpenAI/Anthropic/Google/xAI launches a tier where end-customers can bid for AI agent priority/attention slots; news + product page citation"
    },
    {
      "kind": "llm_pre_event",
      "label": "HBM3/HBM4 memory remains the binding constraint per analyst commentary",
      "source": "Vexxhost GPU capacity analysis: HBM is the binding constraint",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://vexxhost.com/blog/gpu-capacity-crisis-ai-infrastructure-2026/",
      "expected_date": "2027-03-17",
      "research_origin": "training",
      "expected_date_range
... (truncated)