US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
Predictor: Alex Wissner-Gross · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source
Prediction text
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm. | if the the regulatory regime enables us to to launch our SSO Dyson form, this could perversely put the US in the lead as it seems to be doing already in in terms of moving our AI compute out to to low Earth orbit and SSO and maybe eventually uh sun centered orbit | First commercial orbital data-center launch
Key catalyst: First commercial orbital data-center launch
Watch events: Starcloud Blackwell satellite (Oct 2026); Google Project Suncatcher demo satellite; FCC DC filings
Verbatim quote
if the the regulatory regime enables us to to launch our SSO Dyson form, this could perversely put the US in the lead as it seems to be doing already in in terms of moving our AI compute out to to low Earth orbit and SSO and maybe eventually uh sun centered orbit
Resolution evidence
US DC moratoriums (NY, California) + orbital DC launch both real. Alex's 'push compute to orbit' thesis tracking.
Predictor: Alex Wissner-Gross
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: regulatory_freeze_window
Major-country regulatory pause/moratorium on AI capability research lasting >6 months
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
Milestone chain
- 2026-01-30hitSpaceX FCC filing for up to 1M orbital data-center satellitesHow: SpaceX submits FCC application for orbital data-center constellation at 500-2000 km, sun-synchronous-friendly.Source: deep_research_enrichedconf 90%
- 2026-06-01 → 2027-06-30pendingUS state passes new data-center moratorium / restrictive permittingHow: A US state legislature or PUC enacts a moratorium or hard cap on new data-center permits citing power, water, or grid concerns.Source: llm_enrichedconf 55%
- 2026-09-01 → 2027-12-31pendingFCC grants partial authorization for orbital data-center constellationHow: FCC issues an experimental or interim authorization to SpaceX or Starcloud for an orbital compute payload >=500 kg or >=10 kW per node.Source: llm_enrichedconf 45%
- 2026-09-01 → 2027-12-31pendingFirst commercial orbital data-center customer contract announcedHow: Public announcement of a paying enterprise customer contract for orbital AI compute (e.g., AWS, Microsoft, NVIDIA, US DoD).Source: llm_enrichedconf 45%
- 2027-06-01 → 2028-12-31pendingCumulative LEO/SSO compute capacity exceeds 1 MW across constellationsHow: Aggregate published power figures across Starcloud + SpaceX + Axiom + Google Suncatcher exceed 1 MW of operational compute power on orbit.Source: llm_enrichedconf 40%
What if this resolves?
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
Raw metadata
{
"trf": 0.8300755197856801,
"kappa": 0.8438,
"base_rate": 0.05,
"predictor": "Alex Wissner-Gross",
"total_llr": -0.6931471805599453,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.1042300795190434,
"bayes_factor": "1.8:1 against",
"blend_reason": "blend 41% inside / 58% outside (TRF=0.830, base_rate=0.050 from regulatory_freeze_window)",
"inside_prior": 0.47396604506459106,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.6931471805599453,
"kind": "prereq",
"kappa": 0.8438,
"label": "SpaceX IPO anticipated potentially as early as next month (April 2026).",
"weight": 0.5,
"strength": "moderate",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.5848775909564818,
"expected_date": "2026-05-28",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.41894713615002394,
"outside_weight": 0.5810528638499761,
"posterior_prob": 0.11924761597126643,
"posterior_logit": -0.6891076704755252,
"predictor_brier": 0.03413,
"inside_posterior": 0.33423160578294503,
"blended_posterior": 0.11924761597126643,
"reference_class_id": "regulatory_freeze_window",
"total_adjusted_llr": -0.5848775909564818,
"predictor_n_resolved": 11
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.650 | +0.459 |
| killer | TK15 SpaceX Starship Catastrophic Failure | 12.0% | 0.050 | 0.650 | +0.459 |
| prereq | 248_005 V3 Starlink satellites will deliver over 1 TB/s downlink and — Video Narration (SpaceX) | 79.2% | 0.650 | 0.050 | +0.398 |
| prereq | 248_003 SpaceX plans to launch 40,000 V3 Starlink satellites and the — Peter Diamandis | 79.2% | 0.650 | 0.050 | +0.398 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.650 | +0.321 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 230_016 Data center regulation in NY/elsewhere will accelerate movin — Alex Wissner-Gross | 54.7% | 0.920 | 0.050 | -0.276 |
| prereq | 246_013 Artemis 4 crewed moon landing mission to south pole in early — Peter Diamandis | 42.2% | 0.650 | 0.050 | -0.219 |
| prereq | 246_020 China will land on moon by 2030 (credible competitive missio — Alex Wissner-Gross | 31.7% | 0.500 | 0.050 | -0.152 |
| prereq | 231_032 Everyone (China included) will want their own Dyson swarms/S — Alex Wissner-Gross | 31.2% | 0.500 | 0.050 | -0.148 |
| prereq | 246_012 Artemis 3 crewed mission to low earth orbit in 2027 (rendezv — Peter Diamandis | 30.5% | 0.650 | 0.050 | -0.103 |
Ticker exposure
Beneficiaries (22)
Adverse (3)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 248_005 | V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each. | Space | — |
| prereq | 248_003 | SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites. | Space | — |
| prereq | 246_007 | SpaceX road show will begin in June 2026. | Markets/Stocks | — |
| prereq | 235_016 | SpaceX IPO anticipated potentially as early as next month (April 2026). | Space | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK15 | SpaceX Starship Catastrophic Failure | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 230_016 | Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm). | Space | — |
| prereq | 246_012 | Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests). | Space | — |
| prereq | 246_013 | Artemis 4 crewed moon landing mission to south pole in early 2028. | Space | — |
| prereq | 231_032 | Everyone (China included) will want their own Dyson swarms/Saturnian rings in solar-synchronous orbit. | Space | — |
| prereq | 246_020 | China will land on moon by 2030 (credible competitive mission). | Geopolitics | — |
Linked documents (10)
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=LVvleNtllPk",
"mode": "PREDICTION",
"role": "Host",
"caveats": "If we don't get our Dyson swarm, this is just shooting ourselves in the head",
"context": "this could perversely put the US in the lead as it seems to be doing already in in terms of moving our AI compute out to to low Earth orbit and SSO and maybe eventually uh sun centered orbit",
"to_year": 2026,
"verbatim": "if the the regulatory regime enables us to to launch our SSO Dyson form, this could perversely put the US in the lead as it seems to be doing already in in terms of moving our AI compute out to to low Earth orbit and SSO and maybe eventually uh sun centered orbit",
"conv_cues": "fingers crossed",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "medium to long term",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "SpaceX FCC filing for up to 1M orbital data-center satellites",
"source": "deep_research_enriched",
"status": "hit",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.9,
"source_url": "https://www.geekwire.com/2026/spacex-fcc-million-data-center-satellites/",
"expected_date": "2026-01-30",
"observed_date": "2026-01-30",
"research_origin": "deep_research",
"measurement_criterion": "SpaceX submits FCC application for orbital data-center constellation at 500-2000 km, sun-synchronous-friendly."
},
{
"kind": "prereq",
"label": "SpaceX plans to launch 40,000 V3 Starlink satellites and then 120,000 V4 satellites.",
"status": "hit",
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"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
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"kind": "prereq",
"label": "V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each.",
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"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
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{
"kind": "prereq",
"label": "SpaceX IPO anticipated potentially as early as next month (April 2026).",
"status": "overdue",
"weight": 0.5,
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"expected_date": "2026-05-28",
"observed_date": null,
"miss_emitted_at": "2026-06-05T22:16:02.777625+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "event",
"label": "US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.",
"status": "pending",
"weight": 1,
"ordinal": 0,
"source_id": "248_019",
"expected_date": "2026-06-18",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "US state passes new data-center moratorium / restrictive permitting",
"source": "llm_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": 1,
"source_id": null,
"confidence": 0.55,
"expected_date": "2026-12-15",
"research_origin": "training",
"expected_date_range": {
"to": "2027-06-30",
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},
{
"kind": "llm_pre_event",
"label": "FCC grants partial authorization for orbital data-center constellation",
"source": "llm_enriched",
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"expected_date_range": {
"to": "2027-12-31",
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},
"measurement_criterion": "FCC issues an experimental or interim authorization to Spac
... (truncated)