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SPC_010predictionSpaceMars-self-sustaining-1M-2050

Establishment of a self-sustaining city on Mars populated by 1 million people by the year 2050 — despite logistical delays and the lunar detour, Musk maintains this ultimate target.

Predictor: Elon Musk

Prior probability
8.0%
Current probability
17.0%
evolves via intake + LBP
Conviction
5/5
Signal quality
A
Resolution
pending
Window
2050-01-01 – 2050-11-30
Edges in / out
4 / 0
Tickers exposed
10

Prediction text

Establishment of a self-sustaining city on Mars populated by 1 million people by the year 2050 — despite logistical delays and the lunar detour, Musk maintains this ultimate target. | First crewed Mars mission + sustainable ISRU demonstrated

Key catalyst: First crewed Mars mission + sustainable ISRU demonstrated

Watch events: First crewed Mars landing; Mars colony population milestones

Resolution evidence

Status: pending

Musk has repeatedly restated 1M-by-2050 vision since 2016. Physical Mars-transit cadence constraints imply ~10,000 Starship launches to reach 1M — engineering challenge severe.

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: mars_uncrewed_landing_window

Linked via embedding similarity 0.606

Successful uncrewed payload delivery to Mars surface within named transfer window

Base rate
50.0%
9/18 historical
Inside weight
Outside weight
no pull
inside 17.0% → blend 17.0% 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

4 prob_history rows
0%25%50%75%100%prior 8%2026-04-302026-04-302026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 17.0%

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: 10 pending
  1. 2028-09-01 → 2029-12-31pendingFirst uncrewed Starship lands or attempts Mars landing during 2028 transfer window
    How: SpaceX launches and attempts Mars landing of at least one uncrewed Starship during 2028-2029 Earth-Mars transfer window (2026 window already passed without launch per Feb 2026 Musk announcement)
    Source: https://opentools.ai/news/elon-musk-reschedules-spacexs-mars-mission-uncrewed-in-2028-crewed-in-2030conf 55%
  2. 2030-09-01 → 2035-12-31pendingFirst crewed Starship Mars mission launches
    How: SpaceX successfully launches at least one Starship carrying humans on Mars-bound trajectory (Musk Feb 2026 revised target was 2030 crewed)
    Source: https://en.wikipedia.org/wiki/SpaceX_Mars_colonization_programconf 40%
  3. 2030-01-01 → 2040-12-31pendingMars surface ISRU demonstration produces oxygen, water, or methane at >1 kg/day scale
    How: Public demonstration on Mars surface of >1 kg/day oxygen, methane, or water production from local resources (regolith, atmosphere, subsurface ice). MOXIE produced 6-10 g/hr O2 in 2021-2023.
    Source: https://aerospaceamerica.aiaa.org/aiaa-spacex/conf 45%
  4. 2035-01-01 → 2045-12-31pendingCumulative Mars-arrived human population reaches 100
    How: SpaceX or international Mars colonization effort publicly accounts for >=100 humans having arrived on Mars (alive or having survived initial transit), based on launch manifest verification
    Source: https://www.ecoticias.com/en/elon-musk-reveals-his-most-ambitious-and-detailed-plan-for-mars-1000-spacecraft-20-years-of-launches-and-a-self-sustaining-city-of-one-million-inhabitants-on-mars-by-2050/27121/conf 40%
  5. 2042-01-01 → 2052-12-31pendingCascade: Mars-population trajectory check, 10,000 humans on Mars
    How: Mars human population census/registry exceeds 10,000 (1% of Musk's 1M-by-2050 target). Critical pacing milestone for the 2050 thesis.
    Source: https://lifeboat.com/blog/2026/02/elon-musk-reveals-his-most-ambitious-and-detailed-plan-for-mars-1000-spacecraft-20-years-of-launches-and-a-self-sustaining-city-of-one-million-inhabitants-on-mars-by-2050conf 30%
  6. 2050-03-02pendingQ1 window check-in (25%)
  7. 2050-05-01pendingQ2 window check-in (50%)
  8. 2050-06-30pendingQ3 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: 17%)

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
LBP2026-04-30T16:39:51Z17.0%-15.5pp
Network propagation: 32.5% → 17.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z32.5%+15.5pp
reference_class_assigned bayesian_v2 inside=0.080 blend=0.325 w_in=0.30 mars_uncrewed_landing_window
LBP2026-04-30T02:18:57Z17.0%-15.5pp
Network propagation: 32.5% → 17.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z32.5%+24.5pp
reference_class_assigned bayesian_v2 inside=0.080 blend=0.325 w_in=0.30 mars_uncrewed_landing_window

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
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.080-0.094

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

10 ticker(s) linked

Beneficiaries (5)

LUNRFLYNNEBALMT

Prerequisites (4)

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
killerTK15SpaceX Starship Catastrophic Failure

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "1 million people",
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Musk's signature ultimate Mars-colonization target. Per SPC_008 milestone-tracking: every Mars prediction Musk has made since 2011 has missed. Couples with 232_057 (Blundin humanoids first on Mars), SPC_009 (Shotwell ~2034 crewed).",
  "to_year": 2050,
  "conv_cues": "CEO FIRST_PERSON; specific year and population target",
  "direction": "NUMERIC_TARGET",
  "from_year": 2050,
  "timeframe": "by 2050",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Mars uncrewed: 2026 transfer window",
      "status": "pending",
      "weight": 0.7,
      "ordinal": -10,
      "source_id": "S_MARS_2026",
      "expected_date": "2026-11-30",
      "observed_date": null
    },
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Mars uncrewed: 2028 transfer window (most likely first attempt)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -9,
      "source_id": "S_MARS_2028",
      "expected_date": "2028-12-31",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First uncrewed Starship lands or attempts Mars landing during 2028 transfer window",
      "source": "https://opentools.ai/news/elon-musk-reschedules-spacexs-mars-mission-uncrewed-in-2028-crewed-in-2030",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2029-05-02",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-12-31",
        "from": "2028-09-01"
      },
      "measurement_criterion": "SpaceX launches and attempts Mars landing of at least one uncrewed Starship during 2028-2029 Earth-Mars transfer window (2026 window already passed without launch per Feb 2026 Musk announcement)"
    },
    {
      "kind": "llm_pre_event",
      "label": "First crewed Starship Mars mission launches",
      "source": "https://en.wikipedia.org/wiki/SpaceX_Mars_colonization_program",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2033-05-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2035-12-31",
        "from": "2030-09-01"
      },
      "measurement_criterion": "SpaceX successfully launches at least one Starship carrying humans on Mars-bound trajectory (Musk Feb 2026 revised target was 2030 crewed)"
    },
    {
      "kind": "llm_pre_event",
      "label": "Mars surface ISRU demonstration produces oxygen, water, or methane at >1 kg/day scale",
      "source": "https://aerospaceamerica.aiaa.org/aiaa-spacex/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.45,
      "expected_date": "2035-07-02",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2040-12-31",
        "from": "2030-01-01"
      },
      "measurement_criterion": "Public demonstration on Mars surface of >1 kg/day oxygen, methane, or water production from local resources (regolith, atmosphere, subsurface ice). MOXIE produced 6-10 g/hr O2 in 2021-2023."
    },
    {
      "kind": "llm_pre_event",
      "label": "Cumulative Mars-arrived human population reaches 100",
      "source": "https://www.ecoticias.com/en/elon-musk-reveals-his-most-ambitious-and-detailed-plan-for-mars-1000-spacecraft-20-years-of-launches-and-a-self-sustaining-city-of-one-million-inhabitants-on-mars-by-2050/27121/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2040-07-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2045-12-31",
        "from": "2035-01-01"
      },
      "measurement_criterion": "SpaceX or international Mars co
... (truncated)