Humanoid robot assembly of rockets is beyond current robots for a long time
Predictor: Eric Schmidt · ep#241 "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage" · source
Prediction text
Humanoid robot assembly of rockets is beyond current robots for a long time | That kind of assembly is beyond current robots. I'm sure it will eventually show up, but not for a long time
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
That kind of assembly is beyond current robots. I'm sure it will eventually show up, but not for a long time
Predictor: Eric Schmidt
Calibration plot (stated vs observed)
Evidence about this node from Eric Schmidt 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
- 2026-01-06hitBoston Dynamics Atlas commercial deployment in auto manufacturingHow: Boston Dynamics Atlas units deployed in commercial production at Hyundai Motor Group manufacturing facilitiesSource: Boston Dynamics CES 2026 announcement: tens of thousands of Atlas units to deploy at Hyundai facilities; Hyundai $26B US manufacturing inc. 30K bot/yr robotics factoryconf 95%Notes: Establishes baseline humanoid capability — auto assembly, NOT rocket assembly.
- 2026-06-01 → 2027-12-31pendingTesla Optimus V3 reaches 1M unit annual productionHow: Tesla discloses Optimus production rate or annualized run rate of 1M units/year, with deployment in Tesla manufacturing tasksSource: Tesla Q2 2026 plans repurpose Fremont assembly lines for Optimus; Optimus V3 1M-unit annual targetconf 40%
- 2026-06-01 → 2028-12-31pendingSpaceX Starfactory 1000-Starships/yr target validates auto-only pathHow: SpaceX achieves >=200 Starships/yr build rate using Mechazilla + Raptor 24/7 robotic production, but humanoid robots are NOT used in airframe assemblySource: SpaceX Starbase Starfactory: robotic Raptor production 24/7, target 1000 Starships/yr; Mechazilla handles stacking/heat-shield positioning, not humanoid robotsconf 85%Notes: Confirms Schmidt's claim — SpaceX uses purpose-built robotics (Mechazilla, automated welding) NOT humanoids for rocket assembly. Humanoid suitability gap remains.
- 2027-01-01 → 2029-12-31pendingFirst public benchmark test of humanoid in aerospace tooling taskHow: Humanoid robot (any maker) demonstrates fastener torquing, harness routing, or composite layup task on aerospace-grade hardware in published benchmark or factory pilotSource: Aerospace Industries Association reporting; Boeing/Lockheed/SpaceX manufacturing automation announcementsconf 40%Notes: Aerospace tasks (fasteners with calibrated torque, harness routing, FOD-free) are 1-2 orders harder than auto assembly.
- 2030-01-01 → 2035-12-31pendingHumanoid robot performs full rocket sub-assembly task autonomouslyHow: Humanoid robot (any maker) autonomously completes a multi-step rocket sub-assembly task (engine integration, tank welding, harness routing) in a flight-rated manufacturing contextSource: Industry projection consistent with Schmidt 'eventually' framingconf 20%Notes: Cascade — would resolve prediction as MISS only well past horizon.
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
Network propagation neighbors
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 | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.600 | +0.200 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.600 | 0.050 | +0.189 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | +0.179 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.600 | 0.050 | +0.176 |
| prereq | SEM_005 Stargate is a $500 billion multiyear capex program for distr — Sam Altman | 72.3% | 0.600 | 0.050 | +0.140 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 247_044 Humanoid robots have 5-10 year lifespan before merging with — Mark Cuban | 28.0% | 0.450 | 0.050 | -0.116 |
| prereq | 229_010 Eventually there will be tens of billions of humanoids on pl — Brett Adcock | 25.8% | 0.500 | 0.050 | -0.081 |
| prereq | 234_033 David Holz predicts 5 million humanoids can build Manhattan — David Holz | 23.3% | 0.500 | 0.050 | -0.055 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (36)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 229_002 | Figure will scale out robots in industrial/commercial workforce in 2026 via its signed customers. | Robotics | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| prereq | 235_002 | Anthropic will exceed OpenAI in revenue this year (2026). | AI | — |
| prereq | 229_001 | Figure will put robots on its own manufacturing lines (BotQ) this year to build robots. | Robotics | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_005 | Stargate is a $500 billion multiyear capex program for distributed AI data-center construction (2025-2028, with Trump administration partnership). | AI/Infrastructure | — |
| prereq | 235_019 | Fast food chains will bring in humanoid robots very shortly to replace workers. | Robotics | — |
| prereq | 239_033 | Optimus 3 will be by far the most advanced robot in the world | Robotics | — |
| prereq | 241_056 | Elon Musk-style vertical integration is necessary to drive robotics costs down | Robotics | — |
| prereq | 240_037 | Amazon Zoox Robotaxi will launch in LA in 2027 | Auto/Transport | — |
| prereq | 247_045 | 1X Neo humanoid robot will be delivered this summer 2026 | Robotics | — |
| prereq | 238_016 | Figure CEO Brett Adcock will appear at Abundance Summit next year (2027) with a Figure robot for Peter | Robotics | — |
| prereq | 241_027 | China will win low-end robotic hardware race | Robotics | — |
| prereq | 243_003 | By 2029, Uber will facilitate more autonomous/robotaxi rides than anyone else in the world | Auto/Transport | — |
| prereq | 248_020 | Jevons paradox: bandwidth demand will explode as 10 billion robots and AVs need connectivity. | Robotics | — |
| prereq | 229_022 | Figure plans to launch an alpha in-home test robot (in Adcock's home) doing end-to-end home work during 2026. | Robotics | — |
| prereq | 238_015 | Brent Bornick/1X to ship Peter a humanoid robot this summer (2026) | Robotics | — |
| prereq | 239_011 | Optimus 3 production starts summer 2026 | Robotics | — |
| prereq | 241_061 | China robots will compete as replacement for dogs / low-cost consumer use (now; useful later) | Robotics | — |
| prereq | 229_008 | By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated). | Biotech/Longevity | — |
| prereq | 239_012 | Optimus reaches high volume production by summer 2027 | Robotics | — |
| prereq | 248_042 | A sewing robot already exists; logistics robots will automate trillion-dollar stitching industry. | Robotics | — |
| prereq | 248_045 | Another humanoid species will emerge at some future point beyond homo sapiens. | Biotech/Longevity | — |
| prereq | 248_038 | We will see humanoid robot threats alongside the current Sam Altman backlash. | Robotics | — |
| prereq | 229_020 | By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work. | Robotics | — |
| prereq | 229_034 | Robot production cadence target: one robot every ~30 minutes in the near term. | Robotics | — |
| prereq | 247_043 | Humanoid robots will be utterly transformative for 2/3 of US services sector | Robotics | — |
| prereq | 229_030 | If Figure solved a general-purpose humanoid today, they could ship a billion robots today (demand exists). | Robotics | — |
| prereq | 229_023 | First Figure robot in a customer's home expected 2027-2029 timeframe. | Robotics | — |
| prereq | 229_021 | In 2027, Figure will be on the path to ship robots into users' homes and iterate. | Robotics | — |
| prereq | 229_009 | Within roughly 24 months, robots will build robots on Figure's lines. | Robotics | — |
| prereq | 239_013 | Tesla will release an improved Optimus design every year | Robotics | — |
| prereq | 235_020 | Transition to VLA humanoid robots taking over fast food jobs in 2-3 years. | Robotics | — |
| correlate | S_HUMANOID_MASS_2033 | Humanoid R4: 10M+ cumulative by Dec 2033 | humanoid_deployment | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (3)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 229_010 | Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce. | Robotics | — |
| prereq | 234_033 | David Holz predicts 5 million humanoids can build Manhattan in 6 months | Robotics | — |
| prereq | 247_044 | Humanoid robots have 5-10 year lifespan before merging with environments | Robotics | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2030-06-30 | [Robotics 2030-06] in first-class physical embodiment as r [241_029] Figure 03 shipment volume; BMW, 2nd customer deployment count | pending |
Linked documents (4)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.636 | github_release | facebookresearch/habitat-sim v0.2.0 | — | mentions | pending | 2021-06-30 |
| 0.591 | polymarket | Will the Houston Rockets win the 2026 NBA Finals? | 0% | mentions | pending | 2025-06-19 |
| 0.566 | manifold | Will New Glenn 7x2 ever fly again? | 94% | mentions | pending | 2026-05-29 |
| 0.547 | arxiv | Jordan Frame in Supergravity and Cosmology | — | mentions | pending | 2026-05-05 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
"mode": "PREDICTION",
"role": "Guest-CEO",
"caveats": "eventually will happen",
"context": "beyond current robots... not for a long time",
"to_year": 2030,
"verbatim": "That kind of assembly is beyond current robots. I'm sure it will eventually show up, but not for a long time",
"conv_cues": "I'm sure",
"direction": "NOT_HAPPEN",
"from_year": 2030,
"timeframe": "long-term",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Boston Dynamics Atlas commercial deployment in auto manufacturing",
"notes": "Establishes baseline humanoid capability — auto assembly, NOT rocket assembly.",
"source": "Boston Dynamics CES 2026 announcement: tens of thousands of Atlas units to deploy at Hyundai facilities; Hyundai $26B US manufacturing inc. 30K bot/yr robotics factory",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.theregister.com/2026/01/06/boston_dynamics_atlas_production/",
"expected_date": "2026-01-31",
"observed_date": "2026-01-06",
"research_origin": "deep_research",
"measurement_criterion": "Boston Dynamics Atlas units deployed in commercial production at Hyundai Motor Group manufacturing facilities"
},
{
"kind": "prereq",
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"expected_date": "2026-06-23",
"observed_date": null
},
{
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"source_id": "229_022",
"expected_date": "2026-07-19",
"observed_date": null
},
{
"kind": "prereq",
"label": "By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated).",
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"ordinal": -7,
"source_id": "229_008",
"expected_date": "2026-08-12",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Tesla Optimus V3 reaches 1M unit annual production",
"source": "Tesla Q2 2026 plans repurpose Fremont assembly lines for Optimus; Optimus V3 1M-unit annual target",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
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"confidence": 0.4,
"source_url": "https://blog.robozaps.com/b/tesla-optimus-gen-3",
"expected_date": "2027-03-17",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Tesla discloses Optimus production rate or annualized run rate of 1M units/year, with deployment in Tesla manufacturing tasks"
},
{
"kind": "prereq",
"label": "In 2027, Figure will be on the path to ship robots into users' homes and iterate.",
"status": "pending",
"weight": 0.5,
"ordinal": -5,
"source_id": "229_021",
"expected_date": "2027-06-16",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "SpaceX Starfactory 1000-Starships/yr target validates auto-only path",
"notes": "Confirms Schmidt's claim — SpaceX uses purpose-built robotics (Mechazilla, automated welding) NOT humanoids for rocket assembly. Humanoid suitability gap remains.",
"source": "SpaceX Starbase Starfactory: robotic Raptor production 24/7, target 1000 Starships/yr; Mechazilla handles stacking/heat-shield positioning, not humanoid robots",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_
... (truncated)