Fast food chains will bring in humanoid robots very shortly to replace workers.
Predictor: Peter Diamandis · ep#235 "Amazon's $35B AGI Ultimatum to OpenAI & Anthropic Drops AI Safety | EP #235" · source
Prediction text
Fast food chains will bring in humanoid robots very shortly to replace workers. | Uh we're going to see uh we're going to see all of these fast food chains begin to bring in robots very shortly.
Watch events: Figure 03 shipment volume; BMW, 2nd customer deployment count
Verbatim quote
Uh we're going to see uh we're going to see all of these fast food chains begin to bring in robots very shortly.
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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
- 2024-04-15hitCaliExpress by Flippy operates as fully robot-run fast food siteHow: CaliExpress by Flippy in Pasadena CA opens as US first fully robot-run fast food restaurant (kiosk + Flippy grilling + automated fryer)Source: https://foodondemand.com/07102024/a-behind-the-scenes-look-at-the-robot-run-restaurant-caliexpress-by-flippy/ — Food On Demand CaliExpress profileconf 99%
- 2026-03-22hitMcDonald's begins humanoid robot pilot in Shanghai (Keenon Robotics)How: McDonald's publicly launches Shanghai pilot using Keenon Robotics humanoids for greeting/deliverySource: https://roboticsandautomationnews.com/2026/03/22/mcdonalds-tests-humanoid-robots-in-shanghai-pilot/100019/ — McDonald's Shanghai humanoid pilotconf 95%Notes: HIT (qualified) — pilot uses humanoid robots for greeting/delivery, NOT line cooks. Futurism cautions against overstating worker replacement framing.
- 2026-01-01 → 2026-12-31pendingMajor chain (≥3 of top-10) deploys robotic kitchen automation productionHow: ≥3 of top-10 US fast food chains (McDonald's, Wendy's, Chipotle, Taco Bell, KFC, Burger King, Subway, Domino's, Pizza Hut, Starbucks) deploy production-scale kitchen robotics in ≥10 stores eachSource: https://www.foodrepublic.com/2095026/changes-fast-food-chains-2026/ — Food Republic 10 big changes coming to fast food chains in 2026conf 55%
- 2026-12-01 → 2027-06-30pendingFirst chain announces humanoid robots replacing crew positions in US storeHow: Top-10 US fast food chain publicly announces humanoid (not just kiosk/Flippy-style fixed automation) robots replacing crew positions in US store(s)Source: Industry trade press; chain investor communicationsconf 30%Notes: Diamandis's 'very shortly' framing is aggressive — Chippy at Chipotle was rolled back in 2024, Futurism noted Shanghai pilot is greeting not cooking.
- 2027-01-01 → 2027-06-30pendingFast food labor headcount declines ≥3% YoY in BLS data citing automationHow: BLS Quarterly Census of Employment and Wages shows ≥3% YoY decline in fast food / limited-service crew employment, with industry analysts attributing to automationSource: BLS QCEW; National Restaurant Association reportsconf 30%
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": 1,
"kappa": 0.875,
"base_rate": 0.1,
"predictor": "Peter Diamandis",
"total_llr": -0.6931471805599453,
"grace_days": 7,
"bayesian_v2": true,
"prior_logit": -0.6706048418346863,
"bayes_factor": "1.8:1 against",
"blend_reason": "blend 30% inside / 70% outside (TRF=1.000, base_rate=0.100 from humanoid_commercial_volume)",
"inside_prior": 0.33836141982409185,
"kappa_source": "predictor_table",
"n_milestones": 1,
"blend_applied": true,
"contributions": [
{
"llr": -0.6931471805599453,
"kind": "prereq",
"kappa": 0.875,
"label": "Figure will deploy robots into its new 'Grid' facility to run 24/7 starting this month with Figure 3s.",
"weight": 0.5,
"strength": "moderate",
"confidence": null,
"source_url": null,
"adjusted_llr": -0.6065037829899521,
"expected_date": "2026-05-14",
"measurement_criterion": null
}
],
"evidence_kind": "metadata_milestone_miss_sweep",
"inside_source": "history_v2",
"inside_weight": 0.3,
"outside_weight": 0.7,
"posterior_prob": 0.127728947841514,
"posterior_logit": -1.2771086248246384,
"predictor_brier": 0.03667,
"inside_posterior": 0.2180428015295566,
"blended_posterior": 0.127728947841514,
"reference_class_id": "humanoid_commercial_volume",
"total_adjusted_llr": -0.6065037829899521,
"predictor_n_resolved": 15
}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 | 0.650 | +0.390 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.650 | 0.050 | +0.379 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.650 | 0.050 | +0.368 |
| prereq | 235_002 Anthropic will exceed OpenAI in revenue this year (2026). — Dave Blundin | 74.6% | 0.650 | 0.050 | +0.365 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.650 | 0.050 | +0.359 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 239_012 Optimus reaches high volume production by summer 2027 — Elon Musk | 30.6% | 0.500 | 0.050 | -0.161 |
| prereq | 235_020 Transition to VLA humanoid robots taking over fast food jobs — Alex Wissner-Gross | 28.7% | 0.450 | 0.050 | -0.152 |
| prereq | 247_043 Humanoid robots will be utterly transformative for 2/3 of US — Alex Wissner-Gross | 26.2% | 0.500 | 0.050 | -0.117 |
| prereq | 241_029 Humanoid robot assembly of rockets is beyond current robots — Eric Schmidt | 27.9% | 0.600 | 0.050 | -0.113 |
| prereq | 236_021 Optimus/humanoid robots to do trades work in 3 to 8 years (E — Elon Musk | 24.0% | 0.500 | 0.050 | -0.095 |
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (28)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_042 | Professional Robotics League first US match on April 19, 2026 in Boston | Robotics | — |
| 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_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| 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 | 247_045 | 1X Neo humanoid robot will be delivered this summer 2026 | 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 | 241_027 | China will win low-end robotic hardware race | Robotics | — |
| 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 | 229_008 | By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated). | Biotech/Longevity | — |
| prereq | 229_033 | Figure will deploy robots into its new 'Grid' facility to run 24/7 starting this month with Figure 3s. | Robotics | — |
| prereq | 241_061 | China robots will compete as replacement for dogs / low-cost consumer use (now; useful later) | Robotics | — |
| prereq | 239_013 | Tesla will release an improved Optimus design every year | 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_030 | If Figure solved a general-purpose humanoid today, they could ship a billion robots today (demand exists). | Robotics | — |
| prereq | 229_034 | Robot production cadence target: one robot every ~30 minutes in the near term. | Robotics | — |
| prereq | 248_038 | We will see humanoid robot threats alongside the current Sam Altman backlash. | 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 | SEM_041 | At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). | Robotics | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
Dependents (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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 | — |
| prereq | 239_012 | Optimus reaches high volume production by summer 2027 | Robotics | — |
| prereq | 235_020 | Transition to VLA humanoid robots taking over fast food jobs in 2-3 years. | Robotics | — |
| prereq | 235_032 | Elon Musk predicted Optimus will be your surgeon in 3 years. | Robotics | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2027-06-30 | [Robotics 2027-06] [235_019] Figure 03 shipment volume; BMW, 2nd customer deployment count [241_057] Elon Musk believes robot building robot is imminent | pending |
Raw metadata
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"role": "Host",
"context": "Uh we're going to see uh we're going to see all of these fast food chains begin to bring in robots very shortly. Um, I think this sort of version of Patty, uh, you know, we're going to get, you know, the unions rebelling against it, but I think you'll end up making it voluntary.",
"to_year": 2028,
"verbatim": "Uh we're going to see uh we're going to see all of these fast food chains begin to bring in robots very shortly.",
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"source": "https://foodondemand.com/07102024/a-behind-the-scenes-look-at-the-robot-run-restaurant-caliexpress-by-flippy/ — Food On Demand CaliExpress profile",
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"source": "https://roboticsandautomationnews.com/2026/03/22/mcdonalds-tests-humanoid-robots-in-shanghai-pilot/100019/ — McDonald's Shanghai humanoid pilot",
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"label": "Major chain (≥3 of top-10) deploys robotic kitchen automation production",
"source": "https://www.foodrepublic.com/2095026/changes-fast-food-chains-2026/ — Food Republic 10 big changes coming to fast food chains in 2026",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
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"source_url"
... (truncated)