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239_013predictionRoboticsOptimus

Tesla will release an improved Optimus design every year

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
36.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-01-01 – 2026-08-31
Edges in / out
4 / 5
Tickers exposed
26

Prediction text

Tesla will release an improved Optimus design every year | I try to release a new robot design every year, an improved robot design every year. | Gen 3 unveil Q1 2027; production ramp mid-2027

Key catalyst: Gen 3 unveil Q1 2027; production ramp mid-2027

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"
I try to release a new robot design every year, an improved robot design every year.

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 0.602

>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 36.7% → blend 36.7% 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

9 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-05-022026-05-24
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 36.7%

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 ✓ · 3 overdue ⏱
  1. 2026-02-05overdueQ1 window check-in (25%)
  2. 2026-02-17hitTesla reveals Optimus Gen 3 hand patents (50 actuators, 22 DoF/hand)
    How: Tesla files/publishes Optimus Gen 3 hand design with substantive specification improvement vs Gen 2
    Source: https://www.basenor.com/blogs/news/tesla-optimus-gen-3-hand-patents-revealed-25-actuators-22-dofconf 95%
    Notes: HIT — 4.5x increase in actuators per hand vs Gen 2; biomimetic tendon-pull design. Validates 'improved Optimus design every year' for the 2026 cycle.
  3. 2026-03-13overdueQ2 window check-in (50%)
  4. 2026-04-18overdueQ3 window check-in (75%)
  5. 2026-07-15 → 2026-08-31pendingTesla Optimus V3 official reveal event late July / early August 2026
    How: Tesla holds public event unveiling Optimus V3/Gen 3 with formal name, weight, capability specs
    Source: https://www.basenor.com/blogs/news/tesla-optimus-v3-reveal-set-for-late-july-what-we-knowconf 75%
    Notes: Late July/early August 2026 timed with Fremont S/X line conversion. 22% weight reduction vs Gen 2 reported.
  6. 2026-08-01 → 2026-12-31pendingTesla Optimus V3 begins formal production at Fremont
    How: Tesla earnings call or shareholder letter confirms Optimus V3 production with quantified output
    Source: https://optimusk.blog/blog/tesla-optimus-gen-3/conf 60%
    Notes: Production scheduled Summer 2026 per Tesla guidance.
  7. 2026-08-01 → 2027-06-30pendingOptimus V3 Tesla AI5 chip integrated with Grok / xAI co-processing
    How: Tesla demonstrates Optimus V3 receiving natural-language tasks via Grok integration
    Source: https://botinfo.ai/articles/tesla-optimusconf 50%
    Notes: Cascade tying back to Master Plan IV xAI integration; relevant to other predictions in cluster.
  8. 2027-04-01 → 2027-12-31pendingTesla Optimus Gen 4 announced (2027 yearly cadence test)
    How: Tesla publishes Optimus Gen 4/V4 design with substantive hardware change vs V3
    Source: Tesla AI Day / annual eventconf 55%
    Notes: Direct test of 'every year' cadence claim. V2->V3 ~12mo confirmed. V3->V4 cadence is the binding test.

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: 37%)

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
LBP2026-05-24T02:00:02Z36.7%+1.9pp
Network propagation: 34.8% → 36.7%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
LBP2026-05-17T02:00:01Z34.8%+3.7pp
Network propagation: 31.0% → 34.8%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z31.0%+6.9pp
Network propagation: 24.2% → 31.0%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z24.2%+10.4pp
Network propagation: 13.8% → 24.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z13.8%-15.9pp
metadata_milestone_miss_sweep bayesian_v2 n=3 inside=0.162 blend=0.137 LLR=-0.782 κ=0.64 w_in=0.65 humanoid_commercial_volume
Raw metadata
{
  "trf": 0.4961910112379476,
  "kappa": 0.6429,
  "base_rate": 0.1,
  "predictor": "Elon Musk",
  "total_llr": -1.2163953243244932,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.8621099061545703,
  "bayes_factor": "2.2:1 against",
  "blend_reason": "blend 65% inside / 34% outside (TRF=0.496, base_rate=0.100 from humanoid_commercial_volume)",
  "inside_prior": 0.2968987143665797,
  "kappa_source": "predictor_table",
  "n_milestones": 3,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.6429,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2606735180027389,
      "expected_date": "2026-02-05",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.6429,
      "label": "Q2 window check-in (50%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2606735180027389,
      "expected_date": "2026-03-13",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.6429,
      "label": "Q3 window check-in (75%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2606735180027389,
      "expected_date": "2026-04-18",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.6526662921334366,
  "outside_weight": 0.34733370786656337,
  "posterior_prob": 0.13749674358075378,
  "posterior_logit": -1.644130460162787,
  "predictor_brier": 0.01,
  "inside_posterior": 0.16190381345782123,
  "blended_posterior": 0.13749674358075378,
  "reference_class_id": "humanoid_commercial_volume",
  "total_adjusted_llr": -0.7820205540082168,
  "predictor_n_resolved": 2
}
LBP2026-04-30T16:39:51Z29.7%+3.4pp
Network propagation: 26.3% → 29.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z26.3%-2.3pp
reference_class_assigned bayesian_v2 inside=0.500 blend=0.263 w_in=0.53 humanoid_commercial_volume
LBP2026-04-30T02:18:57Z28.6%+2.4pp
Network propagation: 26.2% → 28.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z26.2%-23.8pp
reference_class_assigned bayesian_v2 inside=0.500 blend=0.262 w_in=0.53 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
prereqSEM_041
At least 100,000 personal AI robots will be preordered in 20Brett Adcock
42.3%0.5000.050-0.129
killerTK08
Humanoid Capital Collapse (Figure/Apptronik Flop)
22.0%0.0500.500+0.034

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq235_019
Fast food chains will bring in humanoid robots very shortly Peter Diamandis
12.8%0.6500.050+0.149
prereq247_043
Humanoid robots will be utterly transformative for 2/3 of USAlex Wissner-Gross
26.2%0.5000.050-0.042
prereq240_037
Amazon Zoox Robotaxi will launch in LA in 2027Peter Diamandis
23.5%0.6500.050+0.041
prereq241_029
Humanoid robot assembly of rockets is beyond current robots Eric Schmidt
27.9%0.6000.050-0.022
prereq236_021
Optimus/humanoid robots to do trades work in 3 to 8 years (EElon Musk
24.0%0.5000.050-0.020

Ticker exposure

26 ticker(s) linked

Beneficiaries (24)

LYSCFMPUSARRNSHFSERVALNTFANUYSYMAMBAHSEHYCGNXIRBTABBNYAMZNBYDDYEMRHONHYMTFSIEGYSTMTELTERTSLATXN

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_041At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).Robotics
correlateS_HUMANOID_FACTORY_2026Humanoid R1: 10K+ factory units by Nov 2026humanoid_deployment
correlateS_ROBOTAXI_TESLA_2026Tesla FSD unsupervised wide deployment by Nov 2026robotaxi_deployment
killerTK08Humanoid Capital Collapse (Figure/Apptronik Flop)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_019Fast food chains will bring in humanoid robots very shortly to replace workers.Robotics
prereq240_037Amazon Zoox Robotaxi will launch in LA in 2027Auto/Transport
prereq241_029Humanoid robot assembly of rockets is beyond current robots for a long timeRobotics
prereq247_043Humanoid robots will be utterly transformative for 2/3 of US services sectorRobotics
prereq236_021Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision)Robotics

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.593manifoldAny new Veo model released during Google I/O12%mentionspending2026-05-18
0.590github_releasehuggingface/transformers v4.57.5mentionspending2026-01-13
0.589github_releasemeta-llama/llama-cookbook v0.0.3mentionspending2024-07-23

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "1 per year",
  "url": "https://www.youtube.com/watch?v=N5KCm_55xeQ",
  "mode": "ASPIRATION",
  "role": "Guest-CEO",
  "context": "I try to release a new robot design every year, an improved robot design every year.",
  "to_year": 2026,
  "verbatim": "I try to release a new robot design every year, an improved robot design every year.",
  "conv_cues": "try to",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "annually going forward",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).",
      "status": "partial",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_041",
      "expected_date": "2025-11-30",
      "observed_date": "2025-11-30"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-02-05",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla reveals Optimus Gen 3 hand patents (50 actuators, 22 DoF/hand)",
      "notes": "HIT — 4.5x increase in actuators per hand vs Gen 2; biomimetic tendon-pull design. Validates 'improved Optimus design every year' for the 2026 cycle.",
      "source": "https://www.basenor.com/blogs/news/tesla-optimus-gen-3-hand-patents-revealed-25-actuators-22-dof",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.basenor.com/blogs/news/tesla-optimus-gen-3-hand-patents-revealed-25-actuators-22-dof",
      "expected_date": "2026-02-17",
      "observed_date": "2026-02-17",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla files/publishes Optimus Gen 3 hand design with substantive specification improvement vs Gen 2"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2026-03-13",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-04-18",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "event",
      "label": "Tesla will release an improved Optimus design every year",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "239_013",
      "expected_date": "2026-05-24",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla Optimus V3 official reveal event late July / early August 2026",
      "notes": "Late July/early August 2026 timed with Fremont S/X line conversion. 22% weight reduction vs Gen 2 reported.",
      "source": "https://www.basenor.com/blogs/news/tesla-optimus-v3-reveal-set-for-late-july-what-we-know",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://www.basenor.com/blogs/news/tesla-optimus-v3-reveal-set-for-late-july-what-we-know",
      "expected_date": "2026-08-07",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-08-31",
        "from": "2026-07-15"
      },
      "measurement_criterion": "Tesla holds public event unveiling Optimus V3/Gen 3 with formal name, 
... (truncated)