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INF_020predictionSpaceorbital-DC-market

In-orbit data-center market will reach approximately $1.77 billion by 2029 and grow to approximately $39.1 billion by 2035 — a 67.4% CAGR driven by Starship economics, radiation-hardened TPU hardware, and mega-constellation filings.

Predictor: BIS Research

Prior probability
30.0%
Current probability
26.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2029-01-01 – 2035-10-31
Edges in / out
4 / 0
Tickers exposed
34

Prediction text

In-orbit data-center market will reach approximately $1.77 billion by 2029 and grow to approximately $39.1 billion by 2035 — a 67.4% CAGR driven by Starship economics, radiation-hardened TPU hardware, and mega-constellation filings. | First commercial orbital-DC service launch

Key catalyst: First commercial orbital-DC service launch

Watch events: Starcloud / Aetherflux operational milestones; Starship reusability progress

Resolution evidence

Status: pending

Introl blog / Network World / Yahoo Finance all cite BIS figure. Eight orbital-DC orgs filed plans or committed funding in Q1 2026.

Predictor: BIS Research

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

Evidence about this node from BIS Research 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

2 prob_history rows
0%25%50%75%100%prior 30%2026-04-302026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 26.5%

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. 2026-06-30 → 2028-06-30pendingFirst commercial in-orbit GPU cluster training a foundation-model run end-to-end
    How: Starcloud, Aetherflux, or peer announces and verifies a foundation-model training run conducted entirely on orbital GPUs (>=10B parameters) with public benchmark comparable to terrestrial baseline
    Source: Starcloud-1 NVIDIA H100 first in space Nov 2025; NanoGPT Dec 2025conf 55%
  2. 2026-01-01 → 2029-12-31pendingMultiple ITU/FCC mega-constellation filings for orbital data-center constellations granted
    How: ITU spectrum allocations and FCC market access grants issued for >=3 distinct orbital data-center mega-constellation operators (Starcloud, Lonestar, Aetherflux, plus international peers)
    Source: Aetherflux 2027 launch plan; Lonestar Independence/Freedomconf 70%
  3. 2027-01-01 → 2030-06-30pendingRadiation-hardened TPU/GPU silicon designed specifically for orbital deployment becomes commercial product
    How: NVIDIA, BAE, Microchip, or peer announces commercial rad-hard variant of H100/Blackwell-class GPU or Google TPU optimized for LEO/GEO operation, with TID/SEU specs published
    Source: BAE/Microchip rad-hard SoC roadmaps; current Mars rover RAD750conf 50%
  4. 2027-06-30 → 2031-06-30pendingStarship achieves $100/kg LEO milestone (operational, not projected)
    How: SpaceX customer-paid launches achieve sustained <$100/kg LEO per FAA AST and customer disclosures over 10+ flights; vs ~$2,700/kg Falcon 9 baseline
    Source: Starship cost projections; Falcon 9 trajectoryconf 40%
  5. 2030-03-24pendingQ1 window check-in (25%)
  6. 2029-06-30 → 2032-12-31pendingIn-orbit data-center revenue reaches $1B annual run-rate
    How: Combined annual revenue of orbital DC operators (Starcloud, Lonestar, Aetherflux, et al.) reaches $1B run-rate per BIS Research / DC Market Insights tracking
    Source: BIS Research $1.77B by 2029 forecastconf 40%
  7. 2031-06-14pendingQ2 window check-in (50%)
  8. 2032-09-03pendingQ3 window check-in (75%)

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: 26%)

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
LBP2026-04-30T16:39:51Z26.5%-1.2pp
Network propagation: 27.7% → 26.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z27.7%-2.3pp
Network propagation: 30.0% → 27.7%
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%0.0500.300-0.052
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.300+0.015
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.300+0.005

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

34 ticker(s) linked

Beneficiaries (24)

FLYARGANFSLRNBISEQIXCRWVWULFIRENRKLBKRMNAPLDFLNCMETAORCLSFTBYSTXAAPLETNAMTGOOGLHUBBIRMAMZNMSFT

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
correlateS_COMPUTE_1GW_2027Compute: 1GW operational by Jun 2027compute_scale
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.569edgar_8kSidus Space Inc. (SIDU) (CIK 0001879726)mentionspending2026-05-15
0.535edgar_8kIridium Communications Inc. (IRDM) (CIK 0001418819)mentionspending2026-05-14

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": true,
  "qty": "$1.77B → $39.1B",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "context": "BIS Research report (Apr 2025, reaffirmed Feb 2026) plus subsequent mega-constellation FCC applications (1M+ satellites combined) in Jan-Feb 2026 and Google's radiation-hardened TPU + 1.6 Tbps optical demos validate the trajectory, though CIOs are cautioned to treat timelines as ambitious markers.",
  "to_year": 2035,
  "conv_cues": "explicit CAGR; market-sizing figure",
  "direction": "NUMERIC_TARGET",
  "from_year": 2029,
  "timeframe": "2029-2035",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Compute: 1GW operational by Jun 2027",
      "status": "pending",
      "weight": 0.3,
      "ordinal": -9,
      "source_id": "S_COMPUTE_1GW_2027",
      "expected_date": "2027-06-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First commercial in-orbit GPU cluster training a foundation-model run end-to-end",
      "source": "Starcloud-1 NVIDIA H100 first in space Nov 2025; NanoGPT Dec 2025",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://introl.com/blog/orbital-data-centers-space-computing-race-2026",
      "expected_date": "2027-06-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2026-06-30"
      },
      "measurement_criterion": "Starcloud, Aetherflux, or peer announces and verifies a foundation-model training run conducted entirely on orbital GPUs (>=10B parameters) with public benchmark comparable to terrestrial baseline"
    },
    {
      "kind": "llm_pre_event",
      "label": "Multiple ITU/FCC mega-constellation filings for orbital data-center constellations granted",
      "source": "Aetherflux 2027 launch plan; Lonestar Independence/Freedom",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2028-01-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-12-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "ITU spectrum allocations and FCC market access grants issued for >=3 distinct orbital data-center mega-constellation operators (Starcloud, Lonestar, Aetherflux, plus international peers)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Radiation-hardened TPU/GPU silicon designed specifically for orbital deployment becomes commercial product",
      "source": "BAE/Microchip rad-hard SoC roadmaps; current Mars rover RAD750",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2028-09-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "NVIDIA, BAE, Microchip, or peer announces commercial rad-hard variant of H100/Blackwell-class GPU or Google TPU optimized for LEO/GEO operation, with TID/SEU specs published"
    },
    {
      "kind": "llm_pre_event",
      "label": "Starship achieves $100/kg LEO milestone (operational, not projected)",
      "source": "Starship cost projections; Falcon 9 trajectory",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2029-06-29",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2031-06-30",
        "from": "2027-06-30"
      },
      "measurement_criterion": "SpaceX customer-paid launches achieve sustained <$100/kg LEO per FAA AST and customer disclosures over 10+ flights; vs ~$2,700/kg Falcon 9 baseline"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pe
... (truncated)