TK08thesis_killerthesis_killer
Humanoid Capital Collapse (Figure/Apptronik Flop)
Prior probability
22.0%
Current probability
22.0%
evolves via intake + LBP
Conviction
—
Signal quality
—
Resolution
pending
Window
2026-01-01 – 2028-12-31
Edges in / out
0 / 88
Tickers exposed
0
Prediction text
Leading humanoid startups (Figure, Apptronik, 1X) fail to deliver on unit economics; humanoid deployment stalls; public market comps (TSLA Optimus) revalued.
Predictor calibration
Not assigned
This node has no predictor assigned. Default κ=0.5 applies to any intake evidence about it.
Reference class
Not linked
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
0 prob_history rows
No probability history yet.
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.
No milestone chain derived yet. Run scripts/ops/derive_milestones.py to populate from prereq edges + window checkpoints.
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: 22%)
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
No probability history yet. The first evidence will arrive via /api/intake or the daily milestone sweep / weekly LBP run.
Network propagation neighbors
Top edges sorted by latest LBP cross-impact
Top incoming (parents)
Edges that influence THIS node's belief
No incoming edges.
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | 235_019 Fast food chains will bring in humanoid robots very shortly — Peter Diamandis | 12.8% | 0.050 | 0.650 | +0.390 |
| killer | 240_037 Amazon Zoox Robotaxi will launch in LA in 2027 — Peter Diamandis | 23.5% | 0.050 | 0.650 | +0.283 |
| killer | 229_030 If Figure solved a general-purpose humanoid today, they coul — Brett Adcock | 17.1% | 0.050 | 0.500 | +0.230 |
| killer | 239_011 Optimus 3 production starts summer 2026 — Elon Musk | 22.5% | 0.050 | 0.550 | +0.215 |
| killer | 241_056 Elon Musk-style vertical integration is necessary to drive r — Peter Diamandis | 31.8% | 0.050 | 0.650 | +0.200 |
Prerequisites (0)
Predictions that must hit first
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No prerequisites | ||||
Dependents (88)
Predictions enabled by this
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| killer | CYB_018 | Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital of the AI hardware-software industry (Microsoft, NVIDIA, OpenAI), signaling industry-wide belief that humanoid r... | Robotics | — |
| killer | 229_001 | Figure will put robots on its own manufacturing lines (BotQ) this year to build robots. | Robotics | — |
| killer | 229_002 | Figure will scale out robots in industrial/commercial workforce in 2026 via its signed customers. | Robotics | — |
| killer | 247_042 | Professional Robotics League first US match on April 19, 2026 in Boston | Robotics | — |
| killer | ROB_012 | The ultimate bottleneck for global robotics deployment is NOT software architecture but physical GPU hardware — nearly all advanced AI chips are manufactured in Taiwan; the entire trajectory of global automation and the timeline to the singularity is p... | Semis | — |
| killer | ROB_021 | The United States is locked in a fierce physical engineering race with China — China operates with 'incredible speed at massive scale' in hardware-heavy sectors (advanced batteries, high-speed rail, commercial robotics); failure to digitize the industr... | Geopolitics | — |
| killer | SPC_025 | Critical misalignment in the AI industry: approximately 300 AI capabilities researchers for every one AGI safety researcher — extreme systemic risk as these autonomous systems are deployed into physical domains like space and embodied robotics. | AI | — |
| killer | ROB_013 | Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g... | Robotics | — |
| killer | 241_056 | Elon Musk-style vertical integration is necessary to drive robotics costs down | Robotics | — |
| killer | 247_045 | 1X Neo humanoid robot will be delivered this summer 2026 | Robotics | — |
| killer | 240_037 | Amazon Zoox Robotaxi will launch in LA in 2027 | Auto/Transport | — |
| killer | 239_033 | Optimus 3 will be by far the most advanced robot in the world | Robotics | — |
| killer | 235_019 | Fast food chains will bring in humanoid robots very shortly to replace workers. | Robotics | — |
| killer | 229_005 | The global humanoid robotics industry will consolidate to far fewer than 10 players. | Robotics | — |
| killer | 248_020 | Jevons paradox: bandwidth demand will explode as 10 billion robots and AVs need connectivity. | Robotics | — |
| killer | 243_003 | By 2029, Uber will facilitate more autonomous/robotaxi rides than anyone else in the world | Auto/Transport | — |
| killer | 243_030 | Multimodal delivery network will emerge: drones, sidewalk robots, bike-lane robots | Robotics | — |
| killer | 230_021 | Figure and Tesla will make millions, then billions of robots. | Robotics | — |
| killer | 232_057 | First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | Robotics | — |
| killer | 241_029 | Humanoid robot assembly of rockets is beyond current robots for a long time | Robotics | — |
| killer | 236_020 | No robot plumbers or HVAC repair people anytime soon | Robotics | — |
| killer | 236_034 | Rapid inflation in near-term from UBI money printing, then rapid deflation from AI/robotics | Macro/Economy | — |
| killer | 229_012 | Every major tech company in the world will enter the humanoid robotics space. | Robotics | — |
| killer | 241_002 | Robots will take longer than digital/software systems to have impact | Robotics | — |
| killer | 241_027 | China will win low-end robotic hardware race | Robotics | — |
| killer | 241_028 | US losing electric vehicle industry to China was an error that will repeat in robotics unless addressed | Geopolitics | — |
| killer | 238_016 | Figure CEO Brett Adcock will appear at Abundance Summit next year (2027) with a Figure robot for Peter | Robotics | — |
| killer | 229_045 | Figure will not differentiate by vertical form factor—general-purpose humanoid is the bet. | Robotics | — |
| killer | 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 | — |
| killer | 239_014 | Tesla will build out 10M sq ft Optimus factory | Robotics | — |
| killer | 239_023 | AI and robotics are the only way to solve US budget deficit and avoid bankruptcy | Macro/Economy | — |
| killer | 241_061 | China robots will compete as replacement for dogs / low-cost consumer use (now; useful later) | Robotics | — |
| killer | 229_027 | Figure's only serious competitive threat for humanoids is China; no US/Western player registers today. | Geopolitics | — |
| killer | 229_014 | Figure will be able to make millions of robots via BotQ and future BotQ expansion. | Robotics | — |
| killer | 229_031 | At some point, you'll walk out in a city (likely San Francisco first) and see more humanoids than humans. | Robotics | — |
| killer | 229_033 | Figure will deploy robots into its new 'Grid' facility to run 24/7 starting this month with Figure 3s. | Robotics | — |
| killer | 229_016 | Figure will scale manufacturing from thousands to tens of thousands to hundreds of thousands to millions of robots per year. | Robotics | — |
| killer | 229_039 | Figure will integrate additional sensors (infrared, ultraviolet, etc.) into future humanoids. | Robotics | — |
| killer | 229_041 | Robots will bring abundance and a 'sci-fi future' where it will 'feel like 2080 up in here.' | Other | — |
| killer | 229_017 | Long term, robot cost will fall to $10,000-$20,000 per unit. | Robotics | — |
| killer | 239_011 | Optimus 3 production starts summer 2026 | Robotics | — |
| killer | 229_046 | Current Figure robots have 3-5x headroom in speed via existing actuators once software enables it. | Robotics | — |
| killer | 229_018 | In the future, everything that moves (besides humans) will be a robot. | Robotics | — |
| killer | 229_008 | By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated). | Biotech/Longevity | — |
| killer | SPC_021 | Relativity Space will revolutionize manufacturing of atmospheric and orbital vehicles by layering AI/ML software with intelligent robotics — drastically reducing part counts and manufacturing latency via autonomous rocket-construction pipelines. | Space | — |
| killer | 236_022 | Robots will build data centers in foreseeable time frame | Robotics | — |
| killer | 238_015 | Brent Bornick/1X to ship Peter a humanoid robot this summer (2026) | Robotics | — |
| killer | ROB_024 | Automated robotics and AI-powered monitoring will establish a global network of BioVaults — a 21st-century high-tech backup plan for life on Earth; as humanity faces potential extinction of nearly half of Earth's species by 2050 due to climate and habi... | Biotech/Longevity | — |
| killer | 240_038 | Amazon will be first to reach corporate singularity with more robots than humans | Labor/Jobs | — |
| killer | 229_009 | Within roughly 24 months, robots will build robots on Figure's lines. | Robotics | — |
| killer | 229_010 | Eventually there will be tens of billions of humanoids on planet Earth—one per human plus 5-10B in commercial workforce. | Robotics | — |
| killer | 229_011 | The humanoid robotics market/economy will be roughly $50 trillion—roughly half of global GDP of human labor. | Markets/Stocks | — |
| killer | 229_019 | Humanoids will dominate the plurality of all robots; other form factors will be niche. | Robotics | — |
| killer | 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 | — |
| killer | 229_021 | In 2027, Figure will be on the path to ship robots into users' homes and iterate. | Robotics | — |
| killer | 229_023 | First Figure robot in a customer's home expected 2027-2029 timeframe. | Robotics | — |
| killer | 229_029 | Humanoid robots could become safer than humans by a large margin, similar to autonomous cars. | Robotics | — |
| killer | 229_030 | If Figure solved a general-purpose humanoid today, they could ship a billion robots today (demand exists). | Robotics | — |
| killer | 229_034 | Robot production cadence target: one robot every ~30 minutes in the near term. | Robotics | — |
| killer | 229_044 | Positive transfer learning will continue to emerge, meaning more diverse data makes Figure robots broadly better at many tasks. | AI | — |
| killer | 230_051 | Amazon/hyperscalers will continue pouring free cash flow into AI data centers, robots and LEO satellites (opex cannibalized by capex). | Markets/Stocks | — |
| killer | 234_032 | Market for humanoids and general purpose automation will be $50 trillion | Robotics | — |
| killer | 234_033 | David Holz predicts 5 million humanoids can build Manhattan in 6 months | Robotics | — |
| killer | 236_021 | Optimus/humanoid robots to do trades work in 3 to 8 years (Elon's vision) | Robotics | — |
| killer | 239_012 | Optimus reaches high volume production by summer 2027 | Robotics | — |
| killer | 239_013 | Tesla will release an improved Optimus design every year | Robotics | — |
| killer | 247_043 | Humanoid robots will be utterly transformative for 2/3 of US services sector | Robotics | — |
| killer | 248_038 | We will see humanoid robot threats alongside the current Sam Altman backlash. | Robotics | — |
| killer | 248_042 | A sewing robot already exists; logistics robots will automate trillion-dollar stitching industry. | Robotics | — |
| killer | 248_045 | Another humanoid species will emerge at some future point beyond homo sapiens. | Biotech/Longevity | — |
| killer | IND_023 | 'Cambrian explosion of bipedal labor' driven by hundreds of robotics companies — autonomy graduates from pilot programs to municipal public utilities by 2026; rupture of psychological firewall between humans and synthetic minds; AI soon optimizes its o... | Robotics | — |
| killer | ROB_008 | Humanoid robotics market will reach $5 trillion by 2050 (excluding massive secondary supply chains for repair/maintenance/support). Nearly 1 billion humanoid robots operating globally by 2050, 90% used for industrial/commercial purposes vs domestic — m... | Robotics | — |
| killer | ROB_007 | The technology sector is crossing a $1 trillion computing inflection point transitioning from retrieval to reasoning/agentic AI — however the subsequent wave, 'Physical AI' for industrial and robotics applications, represents a vastly larger $50 trilli... | Robotics | — |
| killer | SEM_041 | At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). | Robotics | — |
| killer | 234_049 | First lunar and Mars cities will be built from scratch via humanoid robot construction | Space | — |
| killer | 235_020 | Transition to VLA humanoid robots taking over fast food jobs in 2-3 years. | Robotics | — |
| killer | 233_013 | Not a good time to be an Uber driver as robotaxis expand. | Labor/Jobs | — |
| killer | 247_044 | Humanoid robots have 5-10 year lifespan before merging with environments | Robotics | — |
| killer | 235_032 | Elon Musk predicted Optimus will be your surgeon in 3 years. | Robotics | — |
| killer | AI_030 | By 2035, synthetic humanoid workers will physically outnumber human employees in corporate workplaces — completing the transition from partial-automation co-deployment to majority-synthetic corporate workforces. | Robotics | — |
| killer | 229_038 | Robotics/humanoid GDP contribution could 100x a jurisdiction's GDP where robots are deployed (latent capital unlock). | Macro/Economy | — |
| killer | 229_035 | Humanoids will eventually be used in space (including zero-G assembly of space data centers) and other planets. | Space | — |
| killer | 229_037 | With humanoids, Greenland mineral extraction becomes viable even though Europeans at Davos say it's impossible. | Energy | — |
| killer | ROB_009 | External sales of Tesla Optimus will commence in 2026 at approximately $30,000 retail price — a $30K capital expenditure for a 24/7-capable machine represents a 36-week payback period vs the lowest US minimum wage; fundamentally alters the mathematics ... | Robotics | — |
| killer | IND_017 | Arrival of the 'AI CEO Billionaire' in 2026 — AI will automate knowledge work so effectively that a synthetic entity could run a billion-dollar enterprise autonomously. Dawn of 'Agentic Era' begins 2027, where autonomous AI agents seamlessly integrate ... | Macro/Economy | — |
| killer | CMQ_054 | Humanoid physical automation (Optimus + Figure + competitors) will usher in a 'future of abundance', theoretically eliminating poverty by collapsing cost of physical goods and services. | Macro/Economy | — |
| killer | AUT_013 | 'Unsupervised' Tesla Robotaxis will achieve operational capability across 25-50% of the United States by end of 2026 — initial production slow but deployment scales to capture multi-trillion-dollar transportation market. Humanoid robots (Optimus) event... | Auto/Transport | — |
| killer | ROB_011 | An Optimus unit will be sent to Mars by 2026 — signaling the role of autonomous robotics in extraterrestrial colonization and intertwining robotic + interplanetary expansion; robotic precursors precede biological humans in planetary exploration. | Space | — |
Linked documents (10)
Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.609 | gdelt | meta stock drops company ramps 233826186.html | — | mentions | pending | 2026-04-30 |
| 0.597 | edgar_8k | EKSO BIONICS HOLDINGS, INC. (EKSO) (CIK 0001549084) | — | mentions | pending | 2026-05-04 |
| 0.587 | github_release | huggingface/transformers v4.57.2 | — | mentions | pending | 2025-11-24 |
| 0.586 | edgar_8k | CrowdStrike Holdings, Inc. (CRWD) (CIK 0001535527) | — | mentions | pending | 2026-06-03 |
| 0.582 | manifold | Will Bricks and Minifigs corporate declare bankruptcy in the USA by the end of 2029? | 45% | mentions | pending | 2026-05-27 |
| 0.581 | edgar_8k | Roblox Corp (RBLX) (CIK 0001315098) | — | mentions | pending | 2026-05-29 |
| 0.576 | edgar_8k | Serve Robotics Inc. /DE/ (SERV) (CIK 0001832483) | — | mentions | pending | 2026-05-11 |
| 0.571 | github_release | huggingface/transformers v4.57.1 | — | mentions | pending | 2025-10-14 |
| 0.541 | edgar_8k | SITIME Corp (SITM) (CIK 0001451809) | — | mentions | pending | 2026-05-19 |
| 0.541 | edgar_8k | SITIME Corp (SITM) (CIK 0001451809) | — | mentions | pending | 2026-05-29 |
Raw metadata
From Thesis_Timeline_v1.0_FINAL workbook
{
"mechanism": "Leading humanoid startups (Figure, Apptronik, 1X) fail to deliver on unit economics; humanoid deployment stalls; public market comps (TSLA Optimus) revalued.",
"time_window": "2026-2028",
"scenario_name": "Humanoid Capital Collapse (Figure/Apptronik Flop)",
"affected_domains": "Robotics (61), Markets (8), Space (4), Biotech (3), Geopolitics (3)",
"hedge_candidates": [
"Short humanoid-specialists",
"long ABB/SIEGY"
],
"monitoring_cadence": "Quarterly — Figure/Tesla humanoid progress reports",
"affected_pred_count": 89,
"early_warning_signals": "Figure/Apptronik down-rounds; \"humanoid winter\" coverage; Tesla Optimus production miss vs. targets",
"countervailing_factors": "China humanoid scale (Unitree, Fourier) demonstrates unit economics work",
"sample_affected_pred_ids": [
"229_001",
"229_002",
"229_005",
"229_008",
"229_009",
"229_010",
"229_011",
"229_012",
"229_014",
"229_016",
"..."
],
"tickers_flipping_adverse_to_benef": [
"Fixed-automation RBTX",
"ABB",
"SIEGY (proven industrial robotics)"
],
"tickers_flipping_benef_to_adverse": [
"TSLA (Optimus value)",
"private humanoid ecosystem",
"SYM",
"FANUY"
]
}