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SEM_043predictionSpace/Computeorbital-AI

SpaceX is actively exploring deployment of data centers in space — seeking regulatory permission immediately as rivals investigate orbital compute.

Predictor: Gwynne Shotwell

Prior probability
60.0%
Current probability
53.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
A
Resolution
in_progress
Window
2026-01-01 – 2031-12-31
Edges in / out
4 / 2
Tickers exposed
30

Prediction text

SpaceX is actively exploring deployment of data centers in space — seeking regulatory permission immediately as rivals investigate orbital compute. | First orbital compute demonstrator launch

Key catalyst: First orbital compute demonstrator launch

Watch events: SpaceX regulatory filings on orbital compute; Lumen Orbit / Starcloud launch milestones

Resolution evidence

Status: in_progress

Lumen Orbit, Starcloud, and others investigating orbital DC. SpaceX positioning Starship + Starlink as LEO data-center enablers. Wissner-Gross Dyson swarm thesis aligned.

Predictor: Gwynne Shotwell

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from Gwynne Shotwell 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

8 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-24
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 53.6%

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: 2 fired ✓ · 6 pending
  1. 2026-01-30hitSpaceX files FCC application for orbital data center constellation (Jan 30, 2026)
    How: SpaceX submits formal FCC application for up to 1M-satellite orbital data center system at 500-2,000 km altitudes, with Space Bureau accepting filing within days.
    Source: FCC — SB Accepts For Filing SpaceX's Application for Orbital Data Centers (DA 26-113)conf 99%
    Notes: HIT — direct fulfillment of the 'seeking regulatory permission immediately' clause. Application filed and accepted DA 26-113.
  2. 2026-03-06hitFCC public comment period closes on SpaceX orbital data center filing
    How: FCC public comment period on SpaceX orbital data center application formally closes, with publicly visible filings from rivals (Reflect Orbital, Starcloud, etc.) and astronomy/aerospace stakeholders.
    Source: Data Center Dynamics — SpaceX files for million satellite orbital AI data center megaconstellationconf 95%
    Notes: HIT — comment-period close is the next regulatory milestone post-filing.
  3. 2026-04-01 → 2027-06-30pendingFirst orbital compute demonstrator launch (Starcloud or SpaceX prototype)
    How: A US-licensed company (SpaceX, Starcloud, Reflect Orbital, or similar) launches a satellite explicitly designated as an in-space compute / data center prototype, with first telemetry returned.
    Source: Anticipated — SpaceX, Starcloud (NVIDIA H100 satellite), industry filingsconf 65%
    Notes: Starcloud launched a Nov 2025 H100 satellite already; SpaceX-branded demonstrator is the gating event for full constellation.
  4. 2027-02-01pendingQ1 window check-in (25%)
  5. 2026-09-01 → 2028-06-30pendingFCC issues partial / waiver authorization for SpaceX orbital data center system
    How: FCC Space Bureau grants either full authorization or partial / phased authorization (with deployment milestone waiver) for SpaceX's orbital data center constellation.
    Source: Anticipated — FCC Space Bureau decisionsconf 55%
    Notes: FCC milestone-waiver request is the unusual part — outcome here determines pace of buildout.
  6. 2026-06-01 → 2028-12-31pendingRival hyperscaler files for or announces orbital compute system (Google / AWS / Microsoft)
    How: Google, AWS, Microsoft, Oracle, or Meta publicly announces an orbital compute / space-based AI training initiative, or files an FCC NGSO application for similar capability.
    Source: Anticipated — hyperscaler press releases, FCC filingsconf 45%
    Notes: Cascade — direct test of 'rivals investigate orbital compute' clause.
  7. 2028-03-04pendingQ2 window check-in (50%)
  8. 2029-04-05pendingQ3 window check-in (75%)

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: 54%)

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
LBP2026-05-24T02:00:02Z53.6%-2.5pp
Network propagation: 56.0% → 53.6%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
LBP2026-05-17T02:00:01Z56.0%-4.8pp
Network propagation: 60.8% → 56.0%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z60.8%-8.9pp
Network propagation: 69.8% → 60.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
intake_event_update2026-05-03T02:40:54Z69.8%+7.8pp
intake:515b84c4-6b29-4d57-8dd6-d41dac0675ec bayesian_v2 inside=0.698 blend=0.698 LLR=0.347 κ=0.50 no_blend
Raw metadata
{
  "trf": 0.9442412154257568,
  "kappa": 0.5,
  "base_rate": null,
  "predictor": "Gwynne Shotwell",
  "total_llr": 0.6931471805599453,
  "bayesian_v2": true,
  "prior_logit": 0.4899998676266272,
  "bayes_factor": "1.4:1 favoring",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.6201064011593058,
  "kappa_source": "predictor_table",
  "blend_applied": false,
  "contributions": [
    {
      "llr": 0.6931471805599453,
      "kappa": 0.5,
      "label": "This is now very clearly a live strategic program rather than idle rhetoric: there is regulatory activity, disclosure in",
      "adjusted_llr": 0.3465735902799726
    }
  ],
  "evidence_kind": "intake_event_update",
  "inside_source": "history_v2",
  "inside_weight": 1,
  "outside_weight": 0,
  "posterior_prob": 0.6977430562358246,
  "evidence_origin": "daily_intake",
  "llm_suggestions": [
    {
      "polarity": "corroborates",
      "status_change": "in_progress",
      "evidence_strength": "moderate",
      "delta_prob_suggestion": 0.09
    }
  ],
  "posterior_logit": 0.8365734579065999,
  "predictor_brier": null,
  "evidence_doc_ids": [],
  "inside_posterior": 0.6977430562358246,
  "blended_posterior": 0.6977430562358246,
  "reference_class_id": null,
  "total_adjusted_llr": 0.3465735902799726,
  "predictor_n_resolved": 0
}
LBP2026-05-03T02:00:01Z62.0%-9.8pp
Network propagation: 71.8% → 62.0%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
legacy v12026-04-30T19:17:54Z71.8%+18.6pp
intake:99aa73db-75b1-4b1e-8470-a11f87b23937 bayesian_v2 inside=0.718 blend=0.718 LLR=0.805 κ=0.50 no_blend
LBP2026-04-30T16:39:51Z53.3%-2.3pp
Network propagation: 55.6% → 53.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z55.6%-4.4pp
Network propagation: 60.0% → 55.6%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.600-0.128
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.600+0.020
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.600-0.002
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.600-0.002

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_049
Dyson swarm of AI orbital data centers will be built by disaAlex Wissner-Gross
19.0%0.3000.050-0.010
prereq235_040
Earth-scale Dyson swarm in solar synchronous orbit will be bAlex Wissner-Gross
26.2%0.4500.050-0.003

Ticker exposure

30 ticker(s) linked

Beneficiaries (22)

IRDMKRMNPLBKSYTSEMFLYMRCYSKYTGSATRKLBASTSAMZNBABAESYIFNNYLHXLMTMCHPNOCSTMTDGTXN

Adverse (3)

DISHVSATSES

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK15SpaceX Starship Catastrophic Failure
killerTK06China-Taiwan Military Conflict

Dependents (2)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_040Earth-scale Dyson swarm in solar synchronous orbit will be built regardless of physics.Space
prereq232_049Dyson swarm of AI orbital data centers will be built by disassembling the moon via mass drivers.Space

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.900codex_research_packNVIDIA - Launches Space Computing, Rocketing AI Into Orbitcorroboratespending2026-03-16
0.630gdelt68878 eutelsat resiste aux manoeuvres de spacex sur le marche americain.htmlmentionspending2026-04-30
0.628gdeltmentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "THESIS",
  "role": "Cited-Executive",
  "context": "Shotwell cites strategic imperative on space-based data centers: unattenuated solar + passive cryogenic cooling via vacuum — SpaceX + rivals concurrently investigating.",
  "to_year": 2031,
  "conv_cues": "actively exploring; strategic imperative",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026+",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "SpaceX files FCC application for orbital data center constellation (Jan 30, 2026)",
      "notes": "HIT — direct fulfillment of the 'seeking regulatory permission immediately' clause. Application filed and accepted DA 26-113.",
      "source": "FCC — SB Accepts For Filing SpaceX's Application for Orbital Data Centers (DA 26-113)",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://docs.fcc.gov/public/attachments/DA-26-113A1.pdf",
      "expected_date": "2026-01-30",
      "observed_date": "2026-01-30",
      "research_origin": "deep_research",
      "measurement_criterion": "SpaceX submits formal FCC application for up to 1M-satellite orbital data center system at 500-2,000 km altitudes, with Space Bureau accepting filing within days."
    },
    {
      "kind": "llm_pre_event",
      "label": "FCC public comment period closes on SpaceX orbital data center filing",
      "notes": "HIT — comment-period close is the next regulatory milestone post-filing.",
      "source": "Data Center Dynamics — SpaceX files for million satellite orbital AI data center megaconstellation",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.datacenterdynamics.com/en/news/spacex-files-for-million-satellite-orbital-ai-data-center-megaconstellation/",
      "expected_date": "2026-03-06",
      "observed_date": "2026-03-06",
      "research_origin": "deep_research",
      "measurement_criterion": "FCC public comment period on SpaceX orbital data center application formally closes, with publicly visible filings from rivals (Reflect Orbital, Starcloud, etc.) and astronomy/aerospace stakeholders."
    },
    {
      "kind": "llm_pre_event",
      "label": "First orbital compute demonstrator launch (Starcloud or SpaceX prototype)",
      "notes": "Starcloud launched a Nov 2025 H100 satellite already; SpaceX-branded demonstrator is the gating event for full constellation.",
      "source": "Anticipated — SpaceX, Starcloud (NVIDIA H100 satellite), industry filings",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.65,
      "expected_date": "2026-11-14",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-04-01"
      },
      "measurement_criterion": "A US-licensed company (SpaceX, Starcloud, Reflect Orbital, or similar) launches a satellite explicitly designated as an in-space compute / data center prototype, with first telemetry returned."
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-02-01",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "FCC issues partial / waiver authorization for SpaceX orbital data center system",
      "notes": "FCC milestone-waiver request is the unusual part — outcome here determines pace of buildout.",
      "source": "Anticipated — FCC Space Bureau decisions",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2027-08-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-06-30",
       
... (truncated)