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
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
I try to release a new robot design every year, an improved robot design every year.
Predictor: Elon Musk
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
>10,000 unit cumulative deployment of humanoid robot SKU within 3 years of debut
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
Milestone chain
- 2026-02-05overdueQ1 window check-in (25%)
- 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 2Source: 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.
- 2026-03-13overdueQ2 window check-in (50%)
- 2026-04-18overdueQ3 window check-in (75%)
- 2026-07-15 → 2026-08-31pendingTesla Optimus V3 official reveal event late July / early August 2026How: Tesla holds public event unveiling Optimus V3/Gen 3 with formal name, weight, capability specsSource: 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.
- 2026-08-01 → 2026-12-31pendingTesla Optimus V3 begins formal production at FremontHow: Tesla earnings call or shareholder letter confirms Optimus V3 production with quantified outputSource: https://optimusk.blog/blog/tesla-optimus-gen-3/conf 60%Notes: Production scheduled Summer 2026 per Tesla guidance.
- 2026-08-01 → 2027-06-30pendingOptimus V3 Tesla AI5 chip integrated with Grok / xAI co-processingHow: Tesla demonstrates Optimus V3 receiving natural-language tasks via Grok integrationSource: https://botinfo.ai/articles/tesla-optimusconf 50%Notes: Cascade tying back to Master Plan IV xAI integration; relevant to other predictions in cluster.
- 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 V3Source: 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?
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
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
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 235_019 Fast food chains will bring in humanoid robots very shortly — Peter Diamandis | 12.8% | 0.650 | 0.050 | +0.149 |
| prereq | 247_043 Humanoid robots will be utterly transformative for 2/3 of US — Alex Wissner-Gross | 26.2% | 0.500 | 0.050 | -0.042 |
| prereq | 240_037 Amazon Zoox Robotaxi will launch in LA in 2027 — Peter Diamandis | 23.5% | 0.650 | 0.050 | +0.041 |
| prereq | 241_029 Humanoid robot assembly of rockets is beyond current robots — Eric Schmidt | 27.9% | 0.600 | 0.050 | -0.022 |
| prereq | 236_021 Optimus/humanoid robots to do trades work in 3 to 8 years (E — Elon Musk | 24.0% | 0.500 | 0.050 | -0.020 |
Ticker exposure
Beneficiaries (24)
Prerequisites (4)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_041 | At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). | Robotics | — |
| correlate | S_HUMANOID_FACTORY_2026 | Humanoid R1: 10K+ factory units by Nov 2026 | humanoid_deployment | — |
| correlate | S_ROBOTAXI_TESLA_2026 | Tesla FSD unsupervised wide deployment by Nov 2026 | robotaxi_deployment | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_019 | Fast food chains will bring in humanoid robots very shortly to replace workers. | Robotics | — |
| prereq | 240_037 | Amazon Zoox Robotaxi will launch in LA in 2027 | Auto/Transport | — |
| prereq | 241_029 | Humanoid robot assembly of rockets is beyond current robots for a long time | Robotics | — |
| prereq | 247_043 | Humanoid robots will be utterly transformative for 2/3 of US services sector | Robotics | — |
| prereq | 236_021 | Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision) | Robotics | — |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.593 | manifold | Any new Veo model released during Google I/O | 12% | mentions | pending | 2026-05-18 |
| 0.590 | github_release | huggingface/transformers v4.57.5 | — | mentions | pending | 2026-01-13 |
| 0.589 | github_release | meta-llama/llama-cookbook v0.0.3 | — | mentions | pending | 2024-07-23 |
Raw metadata
{
"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)