Intelligence in solar system will be many orders of magnitude greater than on Earth
Predictor: Elon Musk · ep#239 "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239" · source
Prediction text
Intelligence in solar system will be many orders of magnitude greater than on Earth | really the intelligence in the solar system will be many orders of magnitude greater than the intelligence on earth itself.
Verbatim quote
really the intelligence in the solar system will be many orders of magnitude greater than the intelligence on earth itself.
Predictor: Elon Musk
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-07-26pendingQ1 window check-in (25%)
- 2026-04-29hitHyperscalers + frontier labs commit >=$1T cumulative AI capex through 2026How: AWS + Microsoft + Google + Meta + xAI + OpenAI's collective publicly disclosed AI capex exceeds $1T cumulative through 2026Source: https://www.fool.com/investing/2026/04/29/4-stocks-primed-to-benefit-from-the-7-trillion-dat/; Big Tech 10-Ksconf 85%Notes: HIT - Cloud providers projected ~$700B in 2026 alone; compute-mass argument for solar-system intelligence growing fast.
- 2026-10-22pendingQ2 window check-in (50%)
- 2027-01-17pendingQ3 window check-in (75%)
- 2026-06-01 → 2027-09-30pendingCompute aggregate exceeds human-brain-equivalent FLOPS across deployed AI fleetHow: Aggregate AI-deployed FLOPS (Epoch AI tracking) exceeds the often-cited 1e16 FLOPS x 8B humans = 8e25 brain-equivalent baselineSource: Epoch AI compute trackers; SemiAnalysis hyperscaler-deployed-FLOPSconf 55%
- 2026-06-01 → 2027-12-31pendingFirst permanent off-Earth compute installation (lunar / Starlink-attached) announcedHow: Public announcement of a permanent off-Earth AI compute deployment (lunar data center, orbital data center) with >=10 MW capacitySource: SpaceX, Starcloud, Lonestar Data Holdings press releasesconf 40%Notes: Cascade - Musk's 'solar system intelligence' literally requires off-Earth compute.
- 2026-09-01 → 2027-12-31pendingStarlink-attached compute / SpaceX 'Starcloud' commercial service goes liveHow: SpaceX or partner brings a commercial AI inference service running on orbital hardware to public customersSource: SpaceX press; Starcloud blog; FCC filingsconf 35%
- 2027-01-01 → 2027-09-30pendingAggregate AI inference operations exceed measurable human cognitive operations per dayHow: Estimated daily AI inference operations (token-equivalent) exceed estimated daily human cognitive operations (8B people x ~100 'thoughts/sec' upper bound), per Epoch AI / SemiAnalysis modellingSource: Epoch AI; SemiAnalysis Compute Censusconf 45%
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Evidence chain
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 |
|---|---|---|---|---|---|
| prereq | S_AGI_FAST_2027 AGI fast: drop-in remote worker by 2027-09 | 30.0% | 0.550 | 0.050 | -0.195 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.105 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.550 | +0.080 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (7)
Prerequisites (3)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_AGI_FAST_2027 | AGI fast: drop-in remote worker by 2027-09 | agi_general_capability | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
"nia": false,
"qty": "many orders of magnitude",
"url": "https://www.youtube.com/watch?v=N5KCm_55xeQ",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "really the intelligence in the solar system will be many orders of magnitude greater than the intelligence on earth itself.",
"verbatim": "really the intelligence in the solar system will be many orders of magnitude greater than the intelligence on earth itself.",
"conv_cues": "really; will be",
"direction": "UP",
"timeframe": "future, unspecified",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -6,
"source_id": null,
"expected_date": "2026-07-26",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Hyperscalers + frontier labs commit >=$1T cumulative AI capex through 2026",
"notes": "HIT - Cloud providers projected ~$700B in 2026 alone; compute-mass argument for solar-system intelligence growing fast.",
"source": "https://www.fool.com/investing/2026/04/29/4-stocks-primed-to-benefit-from-the-7-trillion-dat/; Big Tech 10-Ks",
"status": "hit",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.85,
"source_url": "https://www.fool.com/investing/2026/04/29/4-stocks-primed-to-benefit-from-the-7-trillion-dat/",
"expected_date": "2026-09-15",
"observed_date": "2026-04-29",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "AWS + Microsoft + Google + Meta + xAI + OpenAI's collective publicly disclosed AI capex exceeds $1T cumulative through 2026"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2026-10-22",
"observed_date": null
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2027-01-17",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Compute aggregate exceeds human-brain-equivalent FLOPS across deployed AI fleet",
"source": "Epoch AI compute trackers; SemiAnalysis hyperscaler-deployed-FLOPS",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.55,
"source_url": "https://epoch.ai/data",
"expected_date": "2027-01-30",
"research_origin": "training",
"expected_date_range": {
"to": "2027-09-30",
"from": "2026-06-01"
},
"measurement_criterion": "Aggregate AI-deployed FLOPS (Epoch AI tracking) exceeds the often-cited 1e16 FLOPS x 8B humans = 8e25 brain-equivalent baseline"
},
{
"kind": "llm_pre_event",
"label": "First permanent off-Earth compute installation (lunar / Starlink-attached) announced",
"notes": "Cascade - Musk's 'solar system intelligence' literally requires off-Earth compute.",
"source": "SpaceX, Starcloud, Lonestar Data Holdings press releases",
"status": "pending",
"weight": 0.4,
"ordinal": -1,
"source_id": null,
"confidence": 0.4,
"expected_date": "2027-03-17",
"research_origin": "training",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Public announcement of a permanent off-Earth AI compute deployment (lunar data center, orbital data center) with >=10 MW capacity"
},
{
"kind": "event",
"label": "Intelligence in solar system will be many orders of magnitude greater than on Earth",
"status": "pending",
... (truncated)