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242_002predictionSpaceautonomous

Long-term petawatt compute will come only from lunar mass drivers

Predictor: Peter Diamandis · ep#242 "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242" · source

Prior probability
60.0%
Current probability
45.8%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2026-11-30
Edges in / out
4 / 0
Tickers exposed
36

Prediction text

Long-term petawatt compute will come only from lunar mass drivers | one terawatt in the near term, near term, you know, single-digit years. Long-term, a petawatt gets you only there from lunar mass drivers.

Verbatim quote

From episode "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242"
one terawatt in the near term, near term, you know, single-digit years. Long-term, a petawatt gets you only there from lunar mass drivers.

Predictor: Peter Diamandis

κ + Brier as of 2026-05-22
κ (discount)
0.875
Brier
0.0367
excellent
Hits / Misses
10 / 0
of 15 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Peter Diamandis 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

5 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 45.8%

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: 5 pending
  1. 2026-06-11pendingQ1 window check-in (25%)
  2. 2026-07-24pendingQ2 window check-in (50%)
  3. 2026-06-01 → 2026-09-30pendingStarcloud public update on multi-GW orbital DC roadmap
    How: Starcloud or NVIDIA blog confirms next phase beyond H100 demonstrator with quantified GW capacity goal and target year
    Source: deep_research_enrichedconf 70%
  4. 2026-08-31pendingMeta-Overview Energy 1 GW space-solar reservation milestone
    How: Meta press release or Overview Energy investor update reports incremental progress (engineering-design-review, prototype satellite, or downselect) on the 1 GW orbital solar agreement
    Source: deep_research_enrichedconf 60%
  5. 2026-09-04pendingQ3 window check-in (75%)
  6. 2026-10-31pendingAcademic / industry consensus that earth-bound GW AI factories scale through 2027
    How: Major industry analyst report (Morgan Stanley, Bernstein, Gartner) confirms hyperscaler GW-scale AI factory buildout pace remains within terrestrial constraints, deferring need for orbital/lunar compute to >2030
    Source: deep_research_enrichedconf 75%
  7. 2026-11-30pendingLunar mass-driver / SBSP feasibility study published
    How: Peer-reviewed paper, NASA NIAC report, or DARPA / DOE study explicitly evaluates lunar mass driver economics for petawatt-scale compute supply
    Source: deep_research_enrichedconf 40%

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: 46%)

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
LBP2026-05-17T02:00:01Z45.8%-1.5pp
Network propagation: 47.3% → 45.8%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z47.3%-2.9pp
Network propagation: 50.2% → 47.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z50.2%-5.8pp
Network propagation: 56.0% → 50.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z56.0%-1.4pp
Network propagation: 57.4% → 56.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z57.4%-2.6pp
Network propagation: 60.0% → 57.4%
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_MARS_2026
Mars uncrewed: 2026 transfer window
25.0%0.6000.050-0.270
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.098
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.600+0.087
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.600+0.076

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

36 ticker(s) linked

Beneficiaries (24)

AIOTHSAIINVZWRDMBLYLIDRAEVAVRRMPONYAMBAAUROUSTMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

PGRCINFTRVALLMCY

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_MARS_2026Mars uncrewed: 2026 transfer windowmars_uncrewed_landing
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

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,
  "qty": "1 petawatt of compute",
  "url": "https://www.youtube.com/watch?v=wMLcIWLlcWg",
  "mode": "FORECAST",
  "role": "Host",
  "context": "Long-term, a petawatt gets you only there from lunar mass drivers",
  "verbatim": "one terawatt in the near term, near term, you know, single-digit years. Long-term, a petawatt gets you only there from lunar mass drivers.",
  "conv_cues": "long-term",
  "direction": "HAPPEN",
  "timeframe": "long-term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-06-11",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-07-24",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Starcloud public update on multi-GW orbital DC roadmap",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://blogs.nvidia.com/blog/starcloud/",
      "expected_date": "2026-07-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-09-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Starcloud or NVIDIA blog confirms next phase beyond H100 demonstrator with quantified GW capacity goal and target year"
    },
    {
      "kind": "llm_pre_event",
      "label": "Meta-Overview Energy 1 GW space-solar reservation milestone",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://www.tomshardware.com/tech-industry/artificial-intelligence/meta-will-beam-sunlight-from-space-to-power-ai-data-centers-solar-collecting-satellites-will-orbit-22-000-miles-above-earth-firm-reserves-1-gigawatt-of-orbital-solar-energy-and-100-gigawatt-hours-of-long-duration-storage",
      "expected_date": "2026-08-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Meta press release or Overview Energy investor update reports incremental progress (engineering-design-review, prototype satellite, or downselect) on the 1 GW orbital solar agreement"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-09-04",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "Long-term petawatt compute will come only from lunar mass drivers",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "242_002",
      "expected_date": "2026-10-17",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Academic / industry consensus that earth-bound GW AI factories scale through 2027",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://blogs.nvidia.com/blog/gigawatt-ai-factories-ocp-vera-rubin/",
      "expected_date": "2026-10-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Major industry analyst report (Morgan Stanley, Bernstein, Gartner) confirms hyperscaler GW-scale AI factory buildout pace remains within terrestrial constraints, deferring need for orbital/lunar compute to >2030"
    },
    {
      "kind": "llm_post_event",
      "label": "Lunar mass-driver / SBSP feasibility study published",
      "source": "deep_research_enriched",
      "status": "pe
... (truncated)