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239_014predictionRoboticsOptimus

Tesla will build out 10M sq ft Optimus factory

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

Prior probability
55.0%
Current probability
32.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-04-30 – 2026-11-30
Edges in / out
2 / 0
Tickers exposed
26

Prediction text

Tesla will build out 10M sq ft Optimus factory | 10 million square feet round numbers... that'll be quite that that's going to be a a a new factory design too

Watch events: Tesla Q2 2026 earnings; Optimus Fremont line start; unit cost disclosure

Verbatim quote

From episode "Elon Musk: The Economy Will Be 10x the Size in 10 Years | #239"
10 million square feet round numbers... that'll be quite that that's going to be a a a new factory design too

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: humanoid_commercial_volume

Linked via embedding similarity 0.587

>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut

Base rate
10.0%
0/3 historical
Inside weight
Outside weight
no pull
inside 32.7% → blend 32.7% 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

6 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 32.7%

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: 2 fired ✓ · 4 pending
  1. 2026-04-22hitTesla Q1 2026 update confirms 5.2M sq ft Optimus expansion at Giga Texas
    How: Tesla Q1 2026 shareholder update officially confirms 5.2M sq ft new construction targeting 10M Optimus units/year
    Source: Tesla Q1 2026 Update + The Robot Report coverageconf 99%
    Notes: HIT (partial) — 5.2M sq ft confirmed, not 10M. However Musk's statement was about a 'new factory design' for 10M units/year capacity. Underlying structure 5.2M sq ft per Tesla Q1 update.
  2. 2026-04-30hitGeopier foundation work begins at Giga Texas Optimus site
    How: Confirmed Geopier foundation equipment on prepared site for Optimus dedicated factory at Giga Texas
    Source: Drive Tesla Canada / Teslarati site reporting April 2026conf 95%
  3. 2026-06-13pendingQ1 window check-in (25%)
  4. 2026-07-28pendingQ2 window check-in (50%)
  5. 2026-07-01 → 2026-09-30pendingLow-volume Optimus output begins from Austin facility
    How: Tesla publicly discloses first Optimus units produced at Giga Texas dedicated facility
    Source: Tesla earnings / Helpforce.ai reportingconf 55%
  6. 2026-09-10pendingQ3 window check-in (75%)
  7. 2026-12-31pendingMajor structural work completed by end of 2026
    How: Tesla or aerial imagery confirms completion of structural shell for the 5.2M sq ft expansion
    Source: Tesla earnings + satellite imagery reportingconf 65%
    Notes: Tesla's stated target. Construction timeline aggressive — 5.2M sq ft in <12 months.
  8. 2027-06-01 → 2028-06-30pendingTesla Optimus reaches 1M unit annualized run-rate
    How: Tesla discloses annualized Optimus production run-rate of ≥1M units/year (10% of 10M target)
    Source: Tesla quarterly disclosuresconf 30%
    Notes: Cascade — first true scale milestone. Musk's 10M/yr is ~5-10 years from now if achievable at all.

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: 33%)

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
LBP2026-05-10T02:00:02Z32.7%+1.1pp
Network propagation: 31.5% → 32.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z31.5%+2.1pp
Network propagation: 29.4% → 31.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z29.4%+10.7pp
Network propagation: 18.7% → 29.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z18.7%-10.7pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.187 w_in=0.30 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z29.3%+10.8pp
Network propagation: 18.6% → 29.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z18.6%-36.4pp
reference_class_assigned bayesian_v2 inside=0.550 blend=0.186 w_in=0.30 humanoid_commercial_volume

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
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.550+0.113
prereqS_HUMANOID_FACTORY_2026
Humanoid R1: 10K+ factory units by Nov 2026
40.0%0.5500.050-0.077

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

26 ticker(s) linked

Beneficiaries (24)

LYSCFMPUSARRNSHFSERVALNTFANUYSYMAMBAHSEHYCGNXIRBTABBNYAMZNBYDDYEMRHONHYMTFSIEGYSTMTELTERTSLATXN

Prerequisites (2)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_HUMANOID_FACTORY_2026Humanoid R1: 10K+ factory units by Nov 2026humanoid_deployment
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "10 million sq ft",
  "url": "https://www.youtube.com/watch?v=N5KCm_55xeQ",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "10 million square feet round numbers... that'll be quite that that's going to be a a a new factory design too",
  "verbatim": "10 million square feet round numbers... that'll be quite that that's going to be a a a new factory design too",
  "direction": "NUMERIC_TARGET",
  "timeframe": "unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Tesla Q1 2026 update confirms 5.2M sq ft Optimus expansion at Giga Texas",
      "notes": "HIT (partial) — 5.2M sq ft confirmed, not 10M. However Musk's statement was about a 'new factory design' for 10M units/year capacity. Underlying structure 5.2M sq ft per Tesla Q1 update.",
      "source": "Tesla Q1 2026 Update + The Robot Report coverage",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.therobotreport.com/from-evs-to-robotics-tesla-targets-10m-optimus-units-with-new-texas-plant/",
      "expected_date": "2026-04-22",
      "observed_date": "2026-04-22",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla Q1 2026 shareholder update officially confirms 5.2M sq ft new construction targeting 10M Optimus units/year"
    },
    {
      "kind": "llm_pre_event",
      "label": "Geopier foundation work begins at Giga Texas Optimus site",
      "source": "Drive Tesla Canada / Teslarati site reporting April 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://driveteslacanada.ca/news/tesla-breaks-ground-on-optimus-factory-beside-giga-texas/",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Confirmed Geopier foundation equipment on prepared site for Optimus dedicated factory at Giga Texas"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-06-13",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2026-07-28",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Low-volume Optimus output begins from Austin facility",
      "source": "Tesla earnings / Helpforce.ai reporting",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://helpforce.ai/news/tesla-optimus-robot-factory-giga-texas",
      "expected_date": "2026-08-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-09-30",
        "from": "2026-07-01"
      },
      "measurement_criterion": "Tesla publicly discloses first Optimus units produced at Giga Texas dedicated facility"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-09-10",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "Tesla will build out 10M sq ft Optimus factory",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "239_014",
      "expected_date": "2026-10-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Major structural work completed by end of 2026",
      "notes": "Tesla's stated target. Construction timeline aggressive — 5.2M sq ft in <12 mo
... (truncated)