239_010predictionSpaceAGI

Mass driver on the moon within 10 years

Predictor: Elon Musk · ep#239 "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239" · source

Prior probability

50.0%

Current probability

26.5%

evolves via intake + LBP

Conviction

3/5

Signal quality

Resolution

pending

Window

2036-01-01 – 2036-11-30

Edges in / out

9 / 1

Tickers exposed

Prediction text

Mass driver on the moon within 10 years | In 10 years, I think I think we'll have a mass driver on the moon in 10 years.

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

Verbatim quote

From episode "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239"

In 10 years, I think I think we'll have a mass driver on the moon in 10 years.

Predictor: Elon Musk

κ + Brier as of 2026-07-04

Full calibration →

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

6 prob_history rows

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: 6 fired ✓ · 1 overdue ⏱ · 4 pending

2026-02-08hitSpaceX shifts focus to lunar operations (Feb 2026 announcement)
How: Musk public statement / SpaceX press release confirms primary focus shift to Moon
Source: deep_research_enrichedconf 95%
2026-04-11hitArtemis II circumlunar mission completed (April 2026)
How: NASA confirms successful crewed Artemis II circumlunar flight
Source: deep_research_enrichedconf 95%
2026-04-29hitRecursive self-improvement is already happening now (no longer three years out)
2026-04-29hitDavid Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.
2026-04-29hitPausing AI will fail and only accelerate race dynamics.
2026-04-29hitRecursive self-improvement is already here, not 12 months away.
2026-06-26overdueBy 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.
2027-06-01 → 2029-12-31pendingFirst crewed lunar surface landing (Artemis III or competitor)
How: NASA Artemis III or commercial mission delivers crew to lunar surface
Source: deep_research_enrichedconf 55%
2030-01-01 → 2033-12-31pendingFirst sustained lunar surface infrastructure (>=2 weeks continuous human presence)
How: NASA or international partner mission maintains continuous crewed lunar surface activity >=2 weeks
Source: llm_enrichedconf 45%
2030-01-01 → 2034-12-31pendingFirst electromagnetic mass-driver / launch system test on Earth at full lunar-equivalent geometry
How: DARPA, ESA, or commercial firm demonstrates electromagnetic launcher capable of >=2.4 km/s with payload >100kg in vacuum
Source: llm_enrichedconf 40%
2033-07-30pendingRay Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.
2036-08-24pendingMass driver on the moon within 10 years
2036-11-30pendingFirst operational mass driver delivered or assembled on lunar surface
How: NASA / SpaceX / commercial mission confirms operational mass-driver hardware emplaced on lunar surface conducting test launches
Source: llm_enrichedconf 15%
2037-06-24pendingMass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.

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

metadata_milestone_miss_sweep2026-07-04T22:13:07Z26.5%-10.2pp

metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.265 blend=0.265 LLR=-0.477 κ=0.69 no_blend

Raw metadata

{
  "trf": 1,
  "kappa": 0.6875,
  "base_rate": null,
  "predictor": "Elon Musk",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.5444543088869623,
  "bayes_factor": "1.6:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.367152006225236,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.6875,
      "label": "By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.",
      "weight": 0.5,
      "strength": "moderate",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.4765386866349624,
      "expected_date": "2026-06-26",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.2648340221796291,
  "posterior_logit": -1.0209929955219248,
  "predictor_brier": 0.01417,
  "inside_posterior": 0.2648340221796291,
  "blended_posterior": 0.2648340221796291,
  "reference_class_id": null,
  "total_adjusted_llr": -0.4765386866349624,
  "predictor_n_resolved": 3
}

LBP2026-05-17T02:00:01Z36.7%-1.0pp

Network propagation: 37.7% → 36.7%

5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96

LBP2026-05-10T02:00:02Z37.7%-1.6pp

Network propagation: 39.3% → 37.7%

6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29

LBP2026-05-03T02:00:01Z39.3%-2.3pp

Network propagation: 41.6% → 39.3%

6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9

LBP2026-04-30T16:39:51Z41.6%-3.1pp

Network propagation: 44.8% → 41.6%

5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3

LBP2026-04-30T02:18:57Z44.8%-5.2pp

Network propagation: 50.0% → 44.8%

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

Kind	Node	Their prob	P(c\|s=T)	P(c\|s=F)	Δ implied
killer	TK03 AI Regulatory Moratorium (EU/US Capability Freeze)	10.0%	0.050	0.500	+0.190
killer	TK01 AGI Capability Plateau (2026-27 Training Stall)	15.0%	0.050	0.500	+0.168
prereq	238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross	78.1%	0.500	0.050	+0.133
prereq	235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis	74.0%	0.500	0.050	+0.115
prereq	241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis	14.1%	0.500	0.050	-0.115

Top outgoing (children)

Predictions THIS node influences

Kind	Node	Their prob	P(c\|s=T)	P(c\|s=F)	Δ implied
prereq	232_047 Mass drivers on the moon will shoot AI satellites into deep — Elon Musk	30.0%	0.550	0.050	-0.101

Ticker exposure

31 ticker(s) linked

Beneficiaries (19)

NNE SOUN GTLB FLY NVDA BBAI AI LUNR IBM BABA SHOP LMT META MSFT ORCL AMZN TCEHY BA GOOGL

Adverse (7)

ACN CHGG CTSH FRSH IBM INFY PEGA

Prerequisites (9)

Predictions that must hit first

Type	Pred	Title	Domain	Lag
prereq	248_040	Pausing AI will fail and only accelerate race dynamics.	AI	—
prereq	232_014	Recursive self-improvement is already here, not 12 months away.	AI	—
prereq	238_009	Recursive self-improvement is already happening now (no longer three years out)	AI	—
prereq	235_038	David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.	Biotech/Longevity	—
prereq	235_030	Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.	Biotech/Longevity	—
prereq	CMQ_001	By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.	AI	—
prereq	241_043	ASI will arrive within 2 years to 5 years to this next decade	AI	—
killer	TK01	AGI Capability Plateau (2026-27 Training Stall)	—	—
killer	TK03	AI Regulatory Moratorium (EU/US Capability Freeze)	—	—

Dependents (1)

Predictions enabled by this

Type	Pred	Title	Domain	Lag
prereq	232_047	Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.	Space	—

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Sim	Source	Title	Market prob	Polarity	Reviewed	Published
0.580	manifold	It is more likely that the Moon is made of Parmesan cheese than Gouda cheese [Convince the Machine #17]	59%	mentions	pending	2026-06-23

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=N5KCm_55xeQ",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "In 10 years, I think I think we'll have a mass driver on the moon in 10 years.",
  "to_year": 2036,
  "verbatim": "In 10 years, I think I think we'll have a mass driver on the moon in 10 years.",
  "conv_cues": "I think",
  "direction": "HAPPEN",
  "from_year": 2036,
  "timeframe": "by 2036",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "SpaceX shifts focus to lunar operations (Feb 2026 announcement)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.basenor.com/blogs/news/elon-musks-lunar-vision-orbital-space-centers-and-mass-drivers",
      "expected_date": "2026-02-08",
      "observed_date": "2026-02-08",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Musk public statement / SpaceX press release confirms primary focus shift to Moon"
    },
    {
      "kind": "llm_pre_event",
      "label": "Artemis II circumlunar mission completed (April 2026)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://en.wikipedia.org/wiki/Artemis_II",
      "expected_date": "2026-04-01",
      "observed_date": "2026-04-11",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "NASA confirms successful crewed Artemis II circumlunar flight"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "235_038",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "Pausing AI will fail and only accelerate race dynamics.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "248_040",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already here, not 12 months away.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "232_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.",
      "status": "overdue",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "CMQ_001",
      "expected_date": "2026-06-26",
      "observed_date": null,
      "miss_emitted_at": "2026-07-04T22:13:07.729158+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "First crewed lunar surface landing (Artemis III or competitor)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://www.nasa.gov/missi
... (truncated)