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243_010predictionAuto/Transportautonomous

Human drivers will eventually be removed from Tesla FSD backup role

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

Prior probability
65.0%
Current probability
48.3%
evolves via intake + LBP
Conviction
5/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2030-11-30
Edges in / out
4 / 0
Tickers exposed
31

Prediction text

Human drivers will eventually be removed from Tesla FSD backup role | there's no doubt that eventually the drivers are going to come out. The human drivers are going to come out.

Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules

Verbatim quote

From episode "Uber vs. Tesla, Robotaxi Timelines, and the End of Human Driving | Uber CEO Dara Khosrowshahi | #243"
there's no doubt that eventually the drivers are going to come out. The human drivers are going to come out.

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

5 prob_history rows
0%25%50%75%100%prior 65%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 48.3%

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: 8 pending
  1. 2026-12-31pendingTesla operates >=100 unsupervised Model Y robotaxis in single market
    How: Tesla earnings call disclosure or Texas/California DMV filing confirms single-city fleet size >=100 vehicles operating with no in-vehicle human, no remote teleoperator override per ride
    Source: Tesla Austin 19 unsupervised vehicles trajectory 2025-2026conf 55%
  2. 2026-12-31pendingTesla launches consumer-vehicle Unsupervised FSD to retail customers
    How: Tesla pushes OTA software update labeled 'FSD Unsupervised' to a retail customer in any US state; covered by Electrek/Reuters, with NHTSA non-objection or active investigation noted
    Source: Tesla Q4 2026 unsupervised FSD on customer vehicles targetconf 45%
  3. 2027-03-01pendingQ1 window check-in (25%)
  4. 2026-06-01 → 2027-12-31pendingNHTSA closes FSD traffic-safety investigation without enforcement action
    How: NHTSA Office of Defects Investigation publishes closure letter for the FSD traffic-violation probe without ordering recall or removal of unsupervised feature; deadline currently March 9, 2026 with extensions
    Source: Electrek NHTSA second extension report Feb 2026conf 45%
  5. 2027-06-30pendingCybercab production exceeds 5,000 units per quarter
    How: Tesla 10-Q or earnings deck shows quarterly Cybercab production >=5,000 units; April 2026 Cybercab production launch must scale beyond initial pilot
    Source: Tesla Cybercab April 2026 mass production / TIMEWELL Inc. analysisconf 40%
  6. 2027-12-31pendingQ2 window check-in (50%)
  7. 2028-10-31pendingQ3 window check-in (75%)
  8. 2029-09-01pendingHuman safety drivers fully removed from Tesla FSD backup role across all commercial fleets
    How: Tesla press release or earnings call states zero in-vehicle safety monitors across Robotaxi fleets in all operating cities; independent verification by reporters in 3+ cities
    Source: Khosrowshahi Goldman comment on driver removalconf 40%

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: 48%)

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
LBP2026-05-17T02:00:01Z48.3%-1.9pp
Network propagation: 50.2% → 48.3%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z50.2%-3.7pp
Network propagation: 53.9% → 50.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z53.9%-7.2pp
Network propagation: 61.1% → 53.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z61.1%-1.4pp
Network propagation: 62.4% → 61.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z62.4%-2.6pp
Network propagation: 65.0% → 62.4%
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
prereqS_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
30.0%0.6500.050-0.253
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.650+0.119
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.650+0.107

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (24)

INVZWRDLIDRAEVAMBLYPONYOUSTVRRMAMBAAURAIOTHSAIMBGAFBIDUBMWYYGMGOOGLHMCIOTQCOMTMTSLAUBERVWAGY

Adverse (5)

MCYALLCINFPGRTRV

Prerequisites (4)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_ROBOTAXI_MASS_2030Robotaxi >10% urban miles by Nov 2030robotaxi_deployment
correlateS_ROBOTAXI_TESLA_2026Tesla FSD unsupervised wide deployment by Nov 2026robotaxi_deployment
killerTK11Autonomous Regulatory Block (Level 4 Halt)
killerTK06China-Taiwan Military Conflict

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=fzKVYNBg50E",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "most of those Teslas have a driver as well as a backup, but there's no doubt that eventually the drivers are going to come out. The human drivers are going to come out.",
  "verbatim": "there's no doubt that eventually the drivers are going to come out. The human drivers are going to come out.",
  "conv_cues": "no doubt; going to",
  "direction": "HAPPEN",
  "timeframe": "Eventually",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Tesla FSD unsupervised wide deployment by Nov 2026",
      "status": "pending",
      "weight": 0.7,
      "ordinal": -8,
      "source_id": "S_ROBOTAXI_TESLA_2026",
      "expected_date": "2026-11-30",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla operates >=100 unsupervised Model Y robotaxis in single market",
      "source": "Tesla Austin 19 unsupervised vehicles trajectory 2025-2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://insideevs.com/news/781782/tesla-removes-robotaxi-model-y-safety-driver-testing/",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla earnings call disclosure or Texas/California DMV filing confirms single-city fleet size >=100 vehicles operating with no in-vehicle human, no remote teleoperator override per ride"
    },
    {
      "kind": "llm_pre_event",
      "label": "Tesla launches consumer-vehicle Unsupervised FSD to retail customers",
      "source": "Tesla Q4 2026 unsupervised FSD on customer vehicles target",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://www.basenor.com/blogs/news/tesla-fsd-robotaxi-roadmap-q4-launch-12-states-europe",
      "expected_date": "2026-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla pushes OTA software update labeled 'FSD Unsupervised' to a retail customer in any US state; covered by Electrek/Reuters, with NHTSA non-objection or active investigation noted"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2027-03-01",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "NHTSA closes FSD traffic-safety investigation without enforcement action",
      "source": "Electrek NHTSA second extension report Feb 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.45,
      "source_url": "https://electrek.co/2026/02/23/tesla-nhtsa-fsd-traffic-violation-investigation-second-extension/",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "NHTSA Office of Defects Investigation publishes closure letter for the FSD traffic-violation probe without ordering recall or removal of unsupervised feature; deadline currently March 9, 2026 with extensions"
    },
    {
      "kind": "llm_pre_event",
      "label": "Cybercab production exceeds 5,000 units per quarter",
      "source": "Tesla Cybercab April 2026 mass production / TIMEWELL Inc. analysis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://timewell.jp/en/columns/tesla-cybercab",
      "expected_date": "2027-06-30",
      "research_origin": "deep_research",
      "measurement_criterion": "Tesla 10-Q or earnings deck shows quarterly Cyber
... (truncated)