Gig work like Uber will be eliminated by AI
Predictor: Dave Blundin · ep#236 "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236" · source
Prediction text
Gig work like Uber will be eliminated by AI | Many Americans rely on gig work like Uber for income. Once AI eliminates those jobs, $400 a month is gone... You're absolutely right. This is going away.
Verbatim quote
Many Americans rely on gig work like Uber for income. Once AI eliminates those jobs, $400 a month is gone... You're absolutely right. This is going away.
Predictor: Dave Blundin
Calibration plot (stated vs observed)
Evidence about this node from Dave Blundin 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
- 2026-04-30hitUber commits >$1B capital to robotaxi fleet purchasesHow: Uber publicly commits ≥$1B for robotaxi fleet investment / partnership purchaseSource: 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.htmlconf 95%Notes: HIT — Uber $1.25B robotaxi commitment widely reported
- 2026-12-31pendingGridwise reports ≥10% rideshare driver earnings drop in AV citiesHow: Gridwise Analytics or similar reports rideshare driver earnings down ≥10% YoY in cities with active robotaxi serviceSource: https://gadallon.substack.com/p/the-impact-of-robotaxis-on-gig-workerconf 75%
- 2026-06-01 → 2027-12-31pendingUber CEO formally guides drivers as transition risk in 10K filingHow: Uber 10-K or 10-Q risk-factor section explicitly cites driver displacement by AVs as material risk with timelineSource: https://fortune.com/2026/02/23/uber-ceo-dara-khosrowshahi-robotaxis-autonomous-vehicles-diary-of-a-ceo-podcast/conf 70%
- 2027-01-01 → 2028-12-31pendingRobotaxi share crosses 8% of US ridehail marketHow: Goldman Sachs / SAE / public ridehail data shows AV trips ≥8% of US ridehail volumeSource: https://gadallon.substack.com/p/the-impact-of-robotaxis-on-gig-workerconf 70%Notes: Goldman 2025 forecast: 35K robotaxis by 2030 = ~8% of ridehail
- 2027-06-01 → 2029-03-31pendingRobotaxi displacement of frontline driving jobs reaches 20% in test citiesHow: Transport Policy / academic study shows 20%+ reduction in human ridehail driver hours in cities with mature robotaxi fleetsSource: https://gadallon.substack.com/p/the-impact-of-robotaxis-on-gig-workerconf 65%
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 | S_AGI_MID_2029 AGI mid: Kurzweil 2029 path | 35.0% | 0.600 | 0.050 | -0.219 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.084 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.600 | +0.073 |
| prereq | SEM_014 Nvidia's Arizona-based TSMC factory successfully fabricated — Jensen Huang | 86.1% | 0.600 | 0.050 | +0.057 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.056 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 232_057 First person to arrive on moon/Mars will find bed made by Op — Dave Blundin | 34.8% | 0.600 | 0.050 | -0.047 |
| prereq | 242_023 World will have 10x more wealth around 2034-2036 — Dave Blundin | 34.2% | 0.600 | 0.050 | -0.041 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.033 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.023 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.019 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (11)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| 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_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| prereq | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | 232_057 | First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | Robotics | — |
| prereq | 242_023 | World will have 10x more wealth around 2034-2036 | Macro/Economy | — |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=toE56X2h0wk",
"mode": "PREDICTION",
"role": "Host",
"context": "Many Americans rely on gig work like Uber for income. Once AI eliminates those jobs, $400 a month is gone. Who's addressed this impact? ... you're absolutely right. This is going away. No one's creating a road map for you.",
"verbatim": "Many Americans rely on gig work like Uber for income. Once AI eliminates those jobs, $400 a month is gone... You're absolutely right. This is going away.",
"conv_cues": "absolutely right; going away",
"direction": "HAPPEN",
"timeframe": "Unspecified future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "prereq",
"label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
"status": "hit",
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"expected_date": "2026-04-29",
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},
{
"kind": "prereq",
"label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
"status": "hit",
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"ordinal": -8,
"source_id": "SEM_027",
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"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
"status": "hit",
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"source_id": "SEM_014",
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},
{
"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",
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"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "Uber commits >$1B capital to robotaxi fleet purchases",
"notes": "HIT — Uber $1.25B robotaxi commitment widely reported",
"source": "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",
"status": "hit",
"weight": 0.4,
"ordinal": -5,
"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": "2026-04-30",
"observed_date": "2026-04-30",
"research_origin": "deep_research",
"measurement_criterion": "Uber publicly commits ≥$1B for robotaxi fleet investment / partnership purchase"
},
{
"kind": "prereq",
"label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
"status": "pending",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_015",
"expected_date": "2026-06-25",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Gridwise reports ≥10% rideshare driver earnings drop in AV cities",
"source": "https://gadallon.substack.com/p/the-impact-of-robotaxis-on-gig-worker",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.75,
"source_url": "https://gadallon.substack.com/p/the-impact-of-robotaxis-on-gig-worker",
"expected_date": "2026-12-31",
"research_origin": "deep_research",
"measurement_criterion": "Gridwise Analytics or similar reports rideshare driver earnings down ≥10% YoY in cities with active robotaxi service"
},
... (truncated)