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243_045predictionAuto/Transportjobs

Joby Abu Dhabi partnership will save hours of travel time

Predictor: Dara Khosrowshahi · ep#243 "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243" · source

Prior probability
55.0%
Current probability
44.9%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-01-01 – 2026-10-31
Edges in / out
7 / 1
Tickers exposed
32

Prediction text

Joby Abu Dhabi partnership will save hours of travel time | save yourself hours of travel.

Watch events: BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updates

Verbatim quote

From episode "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243"
save yourself hours of travel.

Predictor: Dara Khosrowshahi

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0105
excellent
Hits / Misses
2 / 0
of 3 resolved
Hit rate
66.7%
Calibration plot (stated vs observed)

Evidence about this node from Dara Khosrowshahi 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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 44.9%

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.
Leading chain: 5 fired ✓ · 2 pending
  1. 2026-05-01 → 2026-08-31pendingJoby Dubai vertiport at DXB completes construction and FAA/GCAA inspection
    How: Skyports or RTA Dubai press release confirming vertiport completion at Dubai International Airport
    Source: Joby IR press release: Dubai Air Taxi Network Takes Flightconf 85%
  2. 2026-06-01 → 2026-10-31pendingGCAA / UAE regulator issues commercial operating certificate to Joby
    How: GCAA registry update or Joby 8-K filing disclosing Type Certificate or AOC issuance for Dubai operations
    Source: Aviation Week: Archer/Joby Advance UAE Commercial Launches in 2026conf 65%
  3. 2026-07-01 → 2026-10-31pendingFirst paid passenger flight on Joby Dubai network
    How: Joby press release or RTA Dubai announcement with named first-passenger date and ticket-price disclosure
    Source: FlyingMag: Joby passenger air taxi service 2026conf 55%
  4. 2026-09-01 → 2027-01-31pendingAverage measured travel-time savings vs ground transport published
    How: Joby or RTA quarterly update showing >=30 minute average savings DXB-Palm Jumeirah vs ground; baseline 60-90 min in Dubai traffic
    Source: Khosrowshahi quote 'save yourself hours of travel'conf 45%
  5. 2026-08-01 → 2027-06-30pendingAbu Dhabi-specific Joby agreement or first flight (note: Archer is current ADIO partner)
    How: Joby press release naming Abu Dhabi launch partner or vertiport site; gate to literal Abu Dhabi prediction text
    Source: Search disambiguation: Joby is Dubai-only; Archer is the Abu Dhabi partnerconf 25%

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: 45%)

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
LBP2026-05-10T02:00:02Z44.9%-1.3pp
Network propagation: 46.2% → 44.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.2%-2.0pp
Network propagation: 48.2% → 46.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.2%-2.9pp
Network propagation: 51.1% → 48.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z51.1%-3.9pp
Network propagation: 55.0% → 51.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq247_058
Jury selection begins April 27, 2026 for Musk v OpenAI trialPeter Diamandis
71.4%0.5500.050-0.046
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.5500.050-0.035
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5500.050-0.027
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.550-0.024
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.5500.050-0.018

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq234_036
Job displacement will be issue 6-10 not top 5 in 10 years; AAlex Wissner-Gross
28.8%0.4500.050-0.062

Ticker exposure

32 ticker(s) linked

Beneficiaries (23)

ADUSCOURDOCNFROGGTLBINODPLROLSPIRSRFMUDMYTEAMNFLXPLTRRDDTUBERAMZNBABASPOTGDDYGOOGLMETAMSFT

Adverse (6)

RHIBXPSLGMANKFYTNET

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
prereq247_058Jury selection begins April 27, 2026 for Musk v OpenAI trialAI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)

Dependents (1)

Predictions enabled by this
TypePredTitleDomainLag
prereq234_036Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominateLabor/Jobs

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2027-09-30[Autonomous 2027-09] [243_045] BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updatespending

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.563manifoldWill I leave the house before 11 a.m. every day next week?37%mentionspending2026-04-26
0.563manifoldWill I leave the house before 11 a.m. every day next week?67%mentionspending2026-05-03

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "hours saved",
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "FORECAST",
  "role": "Guest-CEO",
  "context": "save yourself hours of travel. You know, the the amount of time that you spend, yeah, in in traffic is extraordinary.",
  "to_year": 2027,
  "verbatim": "save yourself hours of travel.",
  "direction": "DOWN",
  "from_year": 2026,
  "timeframe": "Upon Abu Dhabi launch",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "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": -7,
      "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": -6,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Jury selection begins April 27, 2026 for Musk v OpenAI trial",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "247_058",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Joby Dubai vertiport at DXB completes construction and FAA/GCAA inspection",
      "source": "Joby IR press release: Dubai Air Taxi Network Takes Flight",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://ir.jobyaviation.com/news-events/press-releases/detail/162/dubai-air-taxi-network-takes-flight-joby-completes",
      "expected_date": "2026-07-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-08-31",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Skyports or RTA Dubai press release confirming vertiport completion at Dubai International Airport"
    },
    {
      "kind": "llm_pre_event",
      "label": "GCAA / UAE regulator issues commercial operating certificate to Joby",
      "source": "Aviation Week: Archer/Joby Advance UAE Commercial Launches in 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://aviationweek.com/air-transport/aircraft-propulsion/archer-joby-advance-uae-commercial-launches-2026",
      "expected_date": "2026-08-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-10-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "GCAA registry update or Joby 8-K filing disclosing Type Certificate or AOC issuance for Dubai operations"
    },
    {
      "kind": "event",
      "label": "Joby Abu Dhabi partnership will save hours of travel time",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "243_045",
      "expected_date": "2026-08-29",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "First paid passenger flight on Joby Dubai network",
      "source": "FlyingMag: Job
... (truncated)