Not a good time to be an Uber driver as robotaxis expand.
Predictor: Joe Liemandt · ep#233 "This $40M AI Company Is Using AI Tutors to Teach 2 Hours/Day | #233" · source
Prediction text
Not a good time to be an Uber driver as robotaxis expand. | we're in Austin Ubers Whimos robo taxis right Not a good time to be an Uber driver, right?
Watch events: Any state/federal retraining-on-displacement law (CA, NY, WA pending); Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules
Verbatim quote
we're in Austin Ubers Whimos robo taxis right Not a good time to be an Uber driver, right?
Predictor: Joe Liemandt
Calibration plot (stated vs observed)
Evidence about this node from Joe Liemandt 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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2025-12-31hitWaymo Austin fleet exceeds 100 vehicles — Uber CEO confirms busier than 99% of human driversHow: Uber CEO publicly confirms Austin Waymo fleet ≥100 vehicles and outperforms 99% of human Uber drivers in trips/daySource: https://www.thedriverlessdigest.com/p/uber-ceo-waymo-robotaxis-in-austinconf 95%Notes: HIT — direct quantitative validation: a Waymo > 99% of human drivers.
- 2025-12-31hitAustin Uber driver earnings drop -5.3% — measurable income displacementHow: Austin rideshare driver weekly/hourly earnings down ≥5% vs prior year while national average holds steadySource: https://www.nashvillescene.com/news/citylimits/waymo-autonomous-vehicles-nashville/article_4a4963d9-8f74-46c5-9ce2-292acbfdfbb2.htmlconf 90%Notes: HIT — Austin -5.3%, SF -6.9%. Direct evidence of Liemandt's claim materializing.
- 2025-12-31hitUber commits $1.25B robotaxi investment — strategic shift away from human driversHow: Uber publicly commits ≥$1B to robotaxi partnerships/investmentsSource: https://www.insightnews.com/news/uber-bets-1-25-billion-on-a-robotaxi-future-and-gig-drivers-may-pay-the/conf 95%
- 2026-06-01 → 2027-12-31pendingWaymo expands to Philadelphia + 5 additional metros, fleet >5000 robotaxisHow: Waymo operates in ≥10 US metros with cumulative fleet ≥5000 vehiclesSource: https://carboncredits.com/waymos-sixth-gen-robotaxis-outperform-uber-drivers-and-expand-into-philadelphia/conf 80%
- 2027-01-01 → 2028-12-31pendingFrontline rideshare driver job count contracts ≥30% in robotaxi-enabled metros (cumulative 2026-2028)How: BLS or city DOT data shows ≥30% reduction in licensed/active rideshare drivers across SF, LA, Austin, Phoenix, AtlantaSource: BLS Occupational Employment Statistics, city TLC databasesconf 55%Notes: Cascade — research suggests 57-76% potential displacement; 30% is conservative rolling target.
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 |
|---|---|---|---|---|---|
| prereq | SEM_041 At least 100,000 personal AI robots will be preordered in 20 — Brett Adcock | 42.3% | 0.450 | 0.050 | -0.141 |
| killer | TK11 Autonomous Regulatory Block (Level 4 Halt) | 10.0% | 0.050 | 0.450 | +0.052 |
| prereq | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial — Peter Diamandis | 71.4% | 0.450 | 0.050 | -0.026 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.450 | 0.050 | -0.017 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.450 | 0.050 | -0.011 |
Top outgoing (children)
Predictions THIS node influences
Ticker exposure
Beneficiaries (24)
Adverse (5)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_058 | Jury selection begins April 27, 2026 for Musk v OpenAI trial | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| 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 | 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) | — | — |
| killer | TK11 | Autonomous Regulatory Block (Level 4 Halt) | — | — |
Dependents (2)
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=X94eBT-VZnc",
"mode": "PREDICTION",
"role": "Guest-CEO",
"context": "AI is going to impact adults very differently we're in Austin Ubers Whimos robo taxis right Not a good time to be an Uber driver, right? But AI is going to gives kids superpowers",
"to_year": 2030,
"verbatim": "we're in Austin Ubers Whimos robo taxis right Not a good time to be an Uber driver, right?",
"conv_cues": "not a good time",
"direction": "DOWN",
"from_year": 2026,
"timeframe": "near-term",
"conv_level": "HIGH",
"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": -10,
"source_id": "SEM_041",
"expected_date": "2025-11-30",
"observed_date": "2025-11-30"
},
{
"kind": "llm_pre_event",
"label": "Waymo Austin fleet exceeds 100 vehicles — Uber CEO confirms busier than 99% of human drivers",
"notes": "HIT — direct quantitative validation: a Waymo > 99% of human drivers.",
"source": "https://www.thedriverlessdigest.com/p/uber-ceo-waymo-robotaxis-in-austin",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.thedriverlessdigest.com/p/uber-ceo-waymo-robotaxis-in-austin",
"expected_date": "2025-12-31",
"observed_date": "2025-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Uber CEO publicly confirms Austin Waymo fleet ≥100 vehicles and outperforms 99% of human Uber drivers in trips/day"
},
{
"kind": "llm_pre_event",
"label": "Austin Uber driver earnings drop -5.3% — measurable income displacement",
"notes": "HIT — Austin -5.3%, SF -6.9%. Direct evidence of Liemandt's claim materializing.",
"source": "https://www.nashvillescene.com/news/citylimits/waymo-autonomous-vehicles-nashville/article_4a4963d9-8f74-46c5-9ce2-292acbfdfbb2.html",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.9,
"source_url": "https://www.nashvillescene.com/news/citylimits/waymo-autonomous-vehicles-nashville/article_4a4963d9-8f74-46c5-9ce2-292acbfdfbb2.html",
"expected_date": "2025-12-31",
"observed_date": "2025-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Austin rideshare driver weekly/hourly earnings down ≥5% vs prior year while national average holds steady"
},
{
"kind": "llm_pre_event",
"label": "Uber commits $1.25B robotaxi investment — strategic shift away from human drivers",
"source": "https://www.insightnews.com/news/uber-bets-1-25-billion-on-a-robotaxi-future-and-gig-drivers-may-pay-the/",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.95,
"source_url": "https://www.insightnews.com/news/uber-bets-1-25-billion-on-a-robotaxi-future-and-gig-drivers-may-pay-the/article_7b325e69-3414-410e-9a2e-b4063d580ddc.html",
"expected_date": "2025-12-31",
"observed_date": "2025-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Uber publicly commits ≥$1B to robotaxi partnerships/investments"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"sourc
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