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INF_018predictionSpaceorbital-DCs

SpaceX will pursue orbital data-center megaconstellations — leveraging 24/7 solar, near-absolute-zero vacuum for passive cooling, and eliminating freshwater consumption constraints of terrestrial facilities.

Predictor: Elon Musk

Prior probability
30.0%
Current probability
28.4%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2027-01-01 – 2035-11-30
Edges in / out
7 / 0
Tickers exposed
34

Prediction text

SpaceX will pursue orbital data-center megaconstellations — leveraging 24/7 solar, near-absolute-zero vacuum for passive cooling, and eliminating freshwater consumption constraints of terrestrial facilities. | Starship Block 3 operational cadence

Key catalyst: Starship Block 3 operational cadence

Watch events: FCC filings; Starship Block 3 reusability; Starcloud / Aetherflux demonstrations

Resolution evidence

Status: pending

Eight orgs filed orbital-DC plans in Q1 2026 alone; Starcloud, Aetherflux, Google Suncatcher all demonstrating capability. Gwynne Shotwell confirmed SpaceX intent (SEM_043).

Predictor: Elon Musk

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0142
excellent
Hits / Misses
1 / 0
of 3 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Elon Musk 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: agi_breakthrough_5y

Linked via embedding similarity 0.567

Major capability discontinuity (e.g. AGI by named target year, 5-year horizon)

Base rate
20.0%
1/5 historical
Inside weight
Outside weight
no pull
inside 28.4% → blend 28.4% 0.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

7 prob_history rows
0%25%50%75%100%prior 30%2026-04-302026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 28.4%

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. 2028-08-06pendingQ1 window check-in (25%)
  2. 2030-03-12pendingQ2 window check-in (50%)
  3. 2031-10-16pendingQ3 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: 28%)

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
LBP2026-05-10T02:00:02Z28.4%+1.6pp
Network propagation: 26.7% → 28.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z26.7%+3.0pp
Network propagation: 23.7% → 26.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
legacy v12026-04-30T19:17:54Z23.7%-1.1pp
intake:99aa73db-75b1-4b1e-8470-a11f87b23937 bayesian_v2 inside=0.340 blend=0.237 LLR=0.446 κ=0.64 w_in=0.30 agi_breakthrough_5y
LBP2026-04-30T16:39:51Z24.8%+2.1pp
Network propagation: 22.7% → 24.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z22.7%-2.1pp
reference_class_assigned bayesian_v2 inside=0.300 blend=0.227 w_in=0.30 agi_breakthrough_5y
LBP2026-04-30T02:18:57Z24.8%+2.1pp
Network propagation: 22.7% → 24.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z22.7%-7.3pp
reference_class_assigned bayesian_v2 inside=0.300 blend=0.227 w_in=0.30 agi_breakthrough_5y

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
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.300-0.021
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.300-0.014
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.300-0.009
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.300-0.004

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

34 ticker(s) linked

Beneficiaries (24)

FLNCARGANFSLRNBISEOSECRWVGWHWULFIRENAPLDEQIXSTEMMETAORCLSFTBYSTXAAPLETNAMTGOOGLHUBBIRMAMZNMSFT

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
correlateS_MARS_2028Mars uncrewed: 2028 transfer window (most likely first attempt)mars_uncrewed_landing
correlateS_MARS_2026Mars uncrewed: 2026 transfer windowmars_uncrewed_landing
correlateS_MARS_2031PLUSMars uncrewed: 2031+ transfer window or further delaymars_uncrewed_landing
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK15SpaceX Starship Catastrophic Failure
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2026-05-31Vast Haven-1 targeted launch windowoverdue

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.750codex_research_packNVIDIA - Launches Space Computing, Rocketing AI Into Orbitcorroboratespending2026-03-16
0.672manifoldWill SpaceX launch a rocket in the next 24h?99%mentionspending2026-05-06
0.630gdelt68878 eutelsat resiste aux manoeuvres de spacex sur le marche americain.htmlmentionspending2026-04-30
0.547arxivDynamics and Radiative Signatures of Accretion Flows onto a Kerr-like Wormholementionspending2026-05-06

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Terrestrial DCs constrained by grid, land, and cooling water; orbit offers unmitigated solar, passive thermal radiation, and ~1361 W/m^2 of solar-constant power. FAA 2023 report flagged reentry-debris fatality risk as counterweight.",
  "to_year": 2035,
  "conv_cues": "SpaceX pursuing; regulatory filings",
  "direction": "HAPPEN",
  "from_year": 2027,
  "timeframe": "2027-2035",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Mars uncrewed: 2026 transfer window",
      "status": "pending",
      "weight": 0.3,
      "ordinal": -5,
      "source_id": "S_MARS_2026",
      "expected_date": "2026-11-30",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2028-08-06",
      "observed_date": null
    },
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Mars uncrewed: 2028 transfer window (most likely first attempt)",
      "status": "pending",
      "weight": 0.3,
      "ordinal": -3,
      "source_id": "S_MARS_2028",
      "expected_date": "2028-12-31",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2030-03-12",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2031-10-16",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "SpaceX will pursue orbital data-center megaconstellations — leveraging 24/7 solar, near-absolute-zero vacuum for passive cooling, and elimin",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "INF_018",
      "expected_date": "2033-05-21",
      "observed_date": null
    }
  ],
  "repeat_eps": 1,
  "affiliation": "SpaceX",
  "attribution": "FIRST_PERSON",
  "granularity": "YEAR_RANGE",
  "source_refs": "31, 39, 40, 41",
  "target_date": "2031-06-15T00:00:00",
  "display_date": "2033-05-21",
  "episode_date": "2026-04-21T00:00:00",
  "key_catalyst": "Starship Block 3 operational cadence",
  "parse_method": "YEAR_RANGE midpoint",
  "domain_bucket": "Space",
  "episode_title": "The Architecture of Intelligence: AI Infrastructure, Energy & Networking Predictions (2023-2026)",
  "fault_line_id": "F002, F004",
  "flag_repeated": false,
  "in_5yr_window": true,
  "source_report": "AI_Leaders_Infrastructure_Predictions.md (2026-04-21)",
  "appears_in_eps": "INF-RPT",
  "futurist_phase": "Phase 3 (2029-2030+)",
  "is_macro_claim": false,
  "total_mentions": 1,
  "priority_weight": 4,
  "ps_cluster_tags": [
    "C3",
    "C4",
    "C7"
  ],
  "report_evidence": "Orbital DC is the report's extraterrestrial-infrastructure escape-valve thesis.",
  "active_end_month": "2035-12",
  "recent_statement": "Musk 2026 interviews pushing orbital DC narrative alongside Starship Block 3 cadence.",
  "watch_events_raw": "FCC filings; Starship Block 3 reusability; Starcloud / Aetherflux demonstrations",
  "months_from_today": 62,
  "probability_layer": "Lower (speculative)",
  "active_start_month": "2027-01",
  "december_dispersal": {
    "reason": "december_dispersal: domain=Space → 11/2035",
    "new_date": "2035-11-30",
    "old_date": "2035-12-31",
    "applied_at": "2026-04-30T16:28:34.304992+00:00"
  },
  "flag_nia_bracketed": false,
  "track_record_grade": "B+",
  "track_record_notes": "Musk's Starship and Starlink trajectories have validated orbital-manufacturing economics; DC-in-orbit is plausible directionally but timeline uncertain.",
  "cont
... (truncated)