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232_047predictionSpaceAGI

Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.

Predictor: Elon Musk · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
55.0%
Current probability
30.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2037-06-01 – 2037-06-30
Edges in / out
56 / 0
Tickers exposed
31

Prediction text

Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow. | I really want to see the mass driver on the moon that is uh shooting AI satellites into deep space. just go like sh just one after the other. I can't imagine anything more epic than a mass driver on the moon and a self-sustaining city on the moon and then going beyond the moon to Mars, going throughout our solar system and ultimately uh going being out there among the stars

Watch events: Starcloud Blackwell satellite (Oct 2026); Google Project Suncatcher demo satellite; FCC DC filings

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
I really want to see the mass driver on the moon that is uh shooting AI satellites into deep space. just go like sh just one after the other. I can't imagine anything more epic than a mass driver on the moon and a self-sustaining city on the moon and then going beyond the moon to Mars, going throughout our solar system and ultimately uh going being out there among the stars

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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

5 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 30.0%

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: 11 pending
  1. 2026-06-01 → 2027-12-31pendingSpaceX Starship completes first successful in-orbit propellant transfer demo
    How: SpaceX or NASA confirms successful Starship-to-Starship cryogenic propellant transfer in low Earth orbit; required precursor for any lunar/Mars cargo missions per Artemis HLS contract
    Source: https://www.space.com/space-exploration/private-spaceflight/elon-musk-says-spacex-will-launch-its-biggest-starship-yet-this-year-but-mars-in-2026-is-50-50conf 70%
  2. 2027-06-01 → 2030-12-31pendingFirst uncrewed Starship successfully lands on the lunar surface
    How: NASA Artemis or SpaceX confirms intact soft-landing of cargo-configured Starship on the lunar surface (precursor to crewed lunar landing and any permanent infrastructure)
    Source: https://www.scientificamerican.com/article/elon-musk-says-spacex-to-prioritize-landing-on-the-moon-instead-of-mars-city/conf 60%
  3. 2027-01-01 → 2031-12-31pendingFunded development program announced for lunar surface infrastructure (habitat, power, ISRU) at >$1B scale
    How: NASA, DARPA, or commercial partnership announces sustained-presence lunar infrastructure program at >$1B funding (habitat module, surface power, in-situ resource utilization) — necessary precursor to any 'self-sustaining' city
    Source: https://www.basenor.com/blogs/news/elon-musks-lunar-vision-orbital-space-centers-and-mass-driversconf 55%
  4. 2028-06-01 → 2032-12-31pendingFirst crewed lunar surface mission with multi-week duration completes successfully
    How: NASA Artemis or international partner confirms crew on lunar surface for >=14 consecutive days, evidencing sustained-presence capability vs. Apollo-style sortie missions
    Source: https://en.wikipedia.org/wiki/SpaceX_Mars_colonization_programconf 50%
  5. 2030-01-01 → 2036-12-31pendingFirst lunar mass-driver / electromagnetic launcher prototype publicly demonstrated (terrestrial test article or LEO demonstrator)
    How: Publicly disclosed engineering prototype of lunar surface mass driver (electromagnetic rail accelerator) tested in terrestrial vacuum chamber, lunar analog facility, or LEO demonstrator with credible payload delivery to escape velocity
    Source: https://www.basenor.com/blogs/news/elon-musk-we-will-be-among-the-stars-what-it-meansconf 35%
  6. 2034-01-01 → 2040-12-31pendingPermanent lunar settlement crossing 100-person continuous occupancy threshold
    How: NASA, ESA, CNSA, or commercial partner confirms continuous lunar surface population >=100 people across rotating crews, signaling 'self-sustaining city' precursor
    Source: https://aerospaceamerica.aiaa.org/aiaa-spacex/conf 30%

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: 30%)

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
LBP2026-05-17T02:00:01Z30.0%-1.2pp
Network propagation: 31.2% → 30.0%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z31.2%-2.1pp
Network propagation: 33.3% → 31.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z33.3%-3.5pp
Network propagation: 36.9% → 33.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z36.9%-6.2pp
Network propagation: 43.1% → 36.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z43.1%-11.9pp
Network propagation: 55.0% → 43.1%
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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.550+0.200
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.550+0.190
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.550+0.175
prereq238_009
Recursive self-improvement is already happening now (no longAlex Wissner-Gross
78.1%0.5500.050+0.136
prereq235_038
David Sinclair begins partial epigenetic reprogramming trialPeter Diamandis
74.0%0.5500.050+0.117

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (19)

NNESOUNGTLBFLYNVDABBAIAILUNRIBMBABASHOPLMTMETAMSFTORCLAMZNTCEHYBAGOOGL

Adverse (7)

ACNCHGGCTSHFRSHIBMINFYPEGA

Prerequisites (56)

Predictions that must hit first
TypePredTitleDomainLag
prereq248_040Pausing AI will fail and only accelerate race dynamics.AI
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereq232_014Recursive self-improvement is already here, not 12 months away.AI
prereq235_038David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.Biotech/Longevity
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereqCMQ_001By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.AI
prereq247_034Dario Amodei said double human lifespan within the decadeBiotech/Longevity
prereq247_033Timelines for solving all disease are collapsing; Demis says cure all disease within a decadeBiotech/Longevity
prereq234_005Demis Hassabis predicts AGI will have 10x industrial revolution impact at 10x speed, unfolding over a decadeAI
prereq241_043ASI will arrive within 2 years to 5 years to this next decadeAI
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq244_026Uber platform will grow from 10M to 20M people by 2035Labor/Jobs
prereq244_018In 10 years you won't have to drive and will have plenty of choicesAuto/Transport
prereq236_019Human plumbers are safe for at least 10 years and probably significantly longerRobotics
prereq231_033Data centers in space will take 5-7 years at best, not 2-3.Space
prereq244_023Over next 10 years, will see a lot of augmentation of work and some replacementLabor/Jobs
prereq239_015Tesla output per employee will become very very highLabor/Jobs
prereq239_018Universal High Income will be implementedMacro/Economy
prereq239_019Deflation will occur as goods/services output exceeds money supply growthMacro/Economy
prereq239_023AI and robotics are the only way to solve US budget deficit and avoid bankruptcyMacro/Economy
prereq244_027Uber platform workers in 2035 may be doing different kinds of tasksLabor/Jobs
prereq240_035Meta secured 6.6 GW of clean nuclear power for 2035Energy
prereq242_001Elon's Terafab will build 1 terawatt of AI compute per year, 50x current global productionAI
prereq232_025Massive concurrent prosperity and social unrest ahead as AI wealth concentrates.Macro/Economy
prereq234_024Financial systems between AI and blockchain will become self-auditing on a real-time basisLabor/Jobs
prereqCMQ_002By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.AI
prereq238_052$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)Markets/Stocks
prereq239_008Moon base will exist in 10 yearsSpace
prereq239_009People will be on Mars within 10 yearsSpace
prereq239_016Tesla will not do layoffs and will increase headcountLabor/Jobs
prereq239_028Intelligence harnessing up to 1 millionth of sun's energy possibleEnergy
prereq230_038AI will be net super-humanizing long-term despite short-term substitution effects.AI
prereq231_046Over the next 10 years humanity will live through top 50 science fiction plots simultaneously.AI
prereq232_032Crypto will become pervasive utility for AI; a ledger of truth is also needed.Crypto
prereq232_039150,000 people per day dying on Earth; AI is the best chance to stop that.Biotech/Longevity
prereq234_006Over the next 10 years, substantially all important science and engineering problems will get solvedAI
prereq236_001Universal High Income and social unrest will both happen simultaneouslyMacro/Economy
prereq237_005Apple can flip being viewed as AI loser and win the AI consumer race by leveraging Mac devices for local AI.Markets/Stocks
prereq238_043A mouse will have a full brain uploaded in years, not decades; first human whole-brain emulation also years awayBiotech/Longevity
prereq238_060Universal basic AI (UBI for AI/compute) will be required — money must come from being human, not banksMacro/Economy
prereq239_010Mass driver on the moon within 10 yearsSpace
prereq239_021Money will stop being relevant at some pointMacro/Economy
prereq230_027We are in an intelligence revolution — a war on scarce human attention — weapon is the token.AI
prereq245_018Invasive species problem is currently measured at $5.4 trillion globallyMacro/Economy
prereq245_019US spends over $500B per year on invasive species economic impactMacro/Economy
prereq248_034Capital chasing AI stories is outpacing operating reality; narrative leverage warning.Markets/Stocks
prereq233_012AI will give kids superpowers and transform their childhood.AI
prereq246_042On 5-10 year timeframe, many solar system locals will be uploaded humans living in data centers.AI
prereq232_048Earth will develop a visible halo/ring of AI satellites; could be visible at night and possibly day.Space
prereq248_047Memory companies' stock prices will continue increasing despite algorithmic efficiency gains.Markets/Stocks
prereq240_030Tesla's independent chip production would derisk potential Chinese invasion of TaiwanGeopolitics
prereq232_024San Francisco will become capital of the solar system in about 10 years if trends continue.Macro/Economy
prereq232_059Universal basic equity / sovereign dividends will eventually put everyone on capital side of ledger.Macro/Economy
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK15SpaceX Starship Catastrophic Failure
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.619manifoldWill Blue Moon be launched on Falcon Heavy ?17%mentionspending2026-06-02
0.614manifoldWill a rover from Earth land on the moon Ganymede by EOY 2046?77%mentionspending2026-05-02
0.589gdeltus lawmakers warn china top space rival race moon intensifiesmentionspending2026-04-30
0.584manifoldOn what rocket will Blue moon MK1-SN001 launch on?mentionspending2026-06-04

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "ASPIRATION",
  "role": "Cited-Executive",
  "context": "I really want to see the mass driver on the moon that is uh shooting AI satellites into deep space. just go like sh just one after the other. I can't imagine anything more epic than a mass driver on the moon and a self-sustaining city on the moon and then going beyond the moon to Mars",
  "to_year": 2045,
  "cited_by": "Peter Diamandis",
  "verbatim": "I really want to see the mass driver on the moon that is uh shooting AI satellites into deep space. just go like sh just one after the other. I can't imagine anything more epic than a mass driver on the moon and a self-sustaining city on the moon and then going beyond the moon to Mars, going throughout our solar system and ultimately uh going being out there among the stars",
  "conv_cues": "really want to see",
  "direction": "HAPPEN",
  "from_year": 2030,
  "timeframe": "unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "SpaceX Starship completes first successful in-orbit propellant transfer demo",
      "source": "https://www.space.com/space-exploration/private-spaceflight/elon-musk-says-spacex-will-launch-its-biggest-starship-yet-this-year-but-mars-in-2026-is-50-50",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.space.com/space-exploration/private-spaceflight/elon-musk-says-spacex-will-launch-its-biggest-starship-yet-this-year-but-mars-in-2026-is-50-50",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "SpaceX or NASA confirms successful Starship-to-Starship cryogenic propellant transfer in low Earth orbit; required precursor for any lunar/Mars cargo missions per Artemis HLS contract"
    },
    {
      "kind": "prereq",
      "label": "Massive concurrent prosperity and social unrest ahead as AI wealth concentrates.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "232_025",
      "expected_date": "2028-06-19",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First uncrewed Starship successfully lands on the lunar surface",
      "source": "https://www.scientificamerican.com/article/elon-musk-says-spacex-to-prioritize-landing-on-the-moon-instead-of-mars-city/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://www.scientificamerican.com/article/elon-musk-says-spacex-to-prioritize-landing-on-the-moon-instead-of-mars-city/",
      "expected_date": "2029-03-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "NASA Artemis or SpaceX confirms intact soft-landing of cargo-configured Starship on the lunar surface (precursor to crewed lunar landing and any permanent infrastructure)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Funded development program announced for lunar surface infrastructure (habitat, power, ISRU) at >$1B scale",
      "source": "https://www.basenor.com/blogs/news/elon-musks-lunar-vision-orbital-space-centers-and-mass-drivers",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://www.basenor.com/blogs/news/elon-musks-lunar-vision-orbital-space-centers-and-mass-drivers",
      "expected_date": "2029-07-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2031-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "NASA, DARPA, or comme
... (truncated)