← Cockpit
INF_067predictionAuto/Transportutilization-guarantee-agreements

Uber will execute "utilization guarantee agreements" with major charging networks — EVgo in the US; Electra, Hubber, and Ionity in Europe — giving autonomous fleets prioritized access to power grids and converting charging networks into fleet-demand-ce...

Predictor: Dara Khosrowshahi

Prior probability
75.0%
Current probability
64.4%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2026-01-01 – 2028-11-30
Edges in / out
3 / 0
Tickers exposed
4

Prediction text

Uber will execute "utilization guarantee agreements" with major charging networks — EVgo in the US; Electra, Hubber, and Ionity in Europe — giving autonomous fleets prioritized access to power grids and converting charging networks into fleet-demand-certain utilities. | First disclosed utilization-guarantee contract

Key catalyst: First disclosed utilization-guarantee contract

Watch events: EVgo/Electra quarterly AV-fleet revenue disclosures

Resolution evidence

Status: in_progress

EVgo, Electra, Ionity public partnership disclosures 2025-2026. Utilization guarantee is a newer contract architecture, similar to take-or-pay in traditional energy.

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: energy_grid_rebuild_5y

Linked via embedding similarity 0.601

Major grid expansion (>50GW) within 5y of announce

Base rate
50.0%
3/6 historical
Inside weight
Outside weight
no pull
inside 64.4% → blend 64.4% 0.0pp)

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

4 prob_history rows
0%25%50%75%100%prior 75%2026-04-302026-04-302026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 64.4%

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: 3 fired ✓ · 6 pending
  1. 2026-02-18hitUber announces $100M+ AV charging investment with utilization guarantees
    How: Uber publicly commits ≥$100M to AV charging infrastructure with explicit utilization guarantee structure
    Source: https://www.electrive.com/2026/02/19/uber-to-invest-100m-dollars-in-robotaxi-charging-stations-for-robotaxis/conf 99%
    Notes: HIT — exact mechanism Khosrowshahi predicted: Uber paying for utilization guarantees from charging operators.
  2. 2026-02-18hitUber-EVgo deal covers NY, LA, SF, Boston (US legs)
    How: Uber-EVgo deal explicitly covers NY, LA, SF, Boston with utilization guarantees
    Source: https://insideevs.com/news/787672/uber-investment-ev-charging-robotaxis/conf 99%
    Notes: HIT — EVgo named for US cities. Three of four EU partners (Electra Paris/Madrid; Hubber London; Ionity London) match prediction's named operators.
  3. 2026-02-19hitHubber London partnership confirmed
    How: Uber-Hubber London partnership announced for high-power AV charging
    Source: https://transportandenergy.com/2026/02/19/hubber-partnering-with-uber-to-unlock-high-powered-charging-in-london/conf 99%
  4. 2026-07-20pendingQ1 window check-in (25%)
  5. 2026-09-01 → 2026-12-31pendingUber AV service deployed in ≥10 cities
    How: Uber autonomous-vehicle service operating commercially in ≥10 cities by end of 2026
    Source: https://www.bnnbloomberg.ca/business/2026/02/18/uber-to-invest-over-us100-million-in-autonomous-vehicle-charging-amid-robotaxi-push/conf 65%
    Notes: Uber stated target. Initial focus SF Bay, LA, Dallas.
  6. 2027-02-06pendingQ2 window check-in (50%)
  7. 2027-08-26pendingQ3 window check-in (75%)
  8. 2027-06-01 → 2028-11-30pendingFirst charging-network operator reports ≥40% revenue from AV-fleet utilization guarantees
    How: Public charging operator (EVgo, Electra, Hubber, Ionity) discloses ≥40% revenue from AV-fleet utilization guarantee contracts
    Source: EVgo, Electra, charging-operator quarterly reportsconf 50%
    Notes: Cascade — completes the 'fleet-demand-certain utility' transformation Khosrowshahi describes.

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 64%)

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
LBP2026-04-30T16:39:51Z64.4%+4.2pp
Network propagation: 60.2% → 64.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z60.2%-4.2pp
reference_class_assigned bayesian_v2 inside=0.750 blend=0.602 w_in=0.38 energy_grid_rebuild_5y
LBP2026-04-30T02:18:57Z64.4%+4.2pp
Network propagation: 60.2% → 64.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z60.2%-14.8pp
reference_class_assigned bayesian_v2 inside=0.750 blend=0.602 w_in=0.38 energy_grid_rebuild_5y

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
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.750+0.050
killerTK11
Autonomous Regulatory Block (Level 4 Halt)
10.0%0.0500.750+0.036

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

4 ticker(s) linked

Adverse (4)

ALLPGRTRVUBER

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
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

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importEVgo, Electra, Ionity public partnership disclosures 2025-2026. Utilization guarantee is a newer contract architecture, similar to take-or-pay in traditional energy.

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.537edgar_8kDEVON ENERGY CORP/DE (DVN) (CIK 0001090012)mentionspending2026-06-05
0.531edgar_8kVERIZON COMMUNICATIONS INC (VZ) (CIK 0000732712)mentionspending2026-05-11
0.531edgar_8kVERIZON COMMUNICATIONS INC (VZ) (CIK 0000732712)mentionspending2026-05-14
0.531edgar_8kVERIZON COMMUNICATIONS INC (VZ) (CIK 0000732712)mentionspending2026-06-02

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "OBSERVATION+FORECAST",
  "role": "Cited-CEO",
  "context": "Similar structural logic to hyperscaler-PPA mechanics. Transforms charging networks from consumer-facing retail to B2B fleet utility. Couples with INF_013 BYOP / INF_019 water agreements.",
  "to_year": 2028,
  "conv_cues": "named partners on multiple continents",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2028",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Uber announces $100M+ AV charging investment with utilization guarantees",
      "notes": "HIT — exact mechanism Khosrowshahi predicted: Uber paying for utilization guarantees from charging operators.",
      "source": "https://www.electrive.com/2026/02/19/uber-to-invest-100m-dollars-in-robotaxi-charging-stations-for-robotaxis/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.electrive.com/2026/02/19/uber-to-invest-100m-dollars-in-robotaxi-charging-stations-for-robotaxis/",
      "expected_date": "2026-02-18",
      "observed_date": "2026-02-18",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber publicly commits ≥$100M to AV charging infrastructure with explicit utilization guarantee structure"
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber-EVgo deal covers NY, LA, SF, Boston (US legs)",
      "notes": "HIT — EVgo named for US cities. Three of four EU partners (Electra Paris/Madrid; Hubber London; Ionity London) match prediction's named operators.",
      "source": "https://insideevs.com/news/787672/uber-investment-ev-charging-robotaxis/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://insideevs.com/news/787672/uber-investment-ev-charging-robotaxis/",
      "expected_date": "2026-02-18",
      "observed_date": "2026-02-18",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber-EVgo deal explicitly covers NY, LA, SF, Boston with utilization guarantees"
    },
    {
      "kind": "llm_pre_event",
      "label": "Hubber London partnership confirmed",
      "source": "https://transportandenergy.com/2026/02/19/hubber-partnering-with-uber-to-unlock-high-powered-charging-in-london/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://transportandenergy.com/2026/02/19/hubber-partnering-with-uber-to-unlock-high-powered-charging-in-london/",
      "expected_date": "2026-02-19",
      "observed_date": "2026-02-19",
      "research_origin": "deep_research",
      "measurement_criterion": "Uber-Hubber London partnership announced for high-power AV charging"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2026-07-20",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Uber AV service deployed in ≥10 cities",
      "notes": "Uber stated target. Initial focus SF Bay, LA, Dallas.",
      "source": "https://www.bnnbloomberg.ca/business/2026/02/18/uber-to-invest-over-us100-million-in-autonomous-vehicle-charging-amid-robotaxi-push/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.65,
      "source_url": "https://www.bnnbloomberg.ca/business/2026/02/18/uber-to-invest-over-us100-million-in-autonomous-vehicle-charging-amid-robotaxi-push/",
      "expected_date": "2026-10-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-09-01"
      },
      "measurement_criterion": "Uber autonomous-vehicle service operating commercially in ≥10 cities b
... (truncated)