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INF_061predictionAuto/Transport1000-mile-EV-range

Within approximately 10 years, battery chemistry and pack architecture advances (anchored by CATL Shenxing Pro) will yield electric vehicles traveling ~1,000 miles on a single charge with charging times of ~30-45 minutes.

Predictor: CATL

Prior probability
40.0%
Current probability
40.0%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2033-01-01 – 2036-10-31
Edges in / out
0 / 0
Tickers exposed
22

Prediction text

Within approximately 10 years, battery chemistry and pack architecture advances (anchored by CATL Shenxing Pro) will yield electric vehicles traveling ~1,000 miles on a single charge with charging times of ~30-45 minutes. | First 1,000-mi production EV announcement

Key catalyst: First 1,000-mi production EV announcement

Watch events: CATL Shenxing Pro production volumes; BYD sodium-ion pack specs; solid-state commercialization

Resolution evidence

Status: pending

CATL Shenxing Pro already delivers ~700 km (435 mi) with 4C fast charging. Doubling to 1,000 mi requires 2-3x energy-density gain still in R&D.

Predictor: CATL

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from CATL 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

0 prob_history rows
No probability history yet.

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: 1 fired ✓ · 8 pending
  1. 2026-04-21hitShenxing 3rd-gen battery: 10-98% in 6:27 verified by independent media
    How: CATL Tech Day disclosure of Shenxing 3 charging benchmarks (announced 2026-04-21)
    Source: deep_research_enrichedconf 85%
  2. 2026-09-01 → 2028-06-30pendingCATL Qilin Condensed Battery 1500km variant enters series production
    How: CATL or its OEM partner (Li Auto, NIO, BYD, etc.) confirms first volume production of Qilin Condensed Battery (350 Wh/kg, 760 Wh/L) per April 2026 Tech Day announcement
    Source: deep_research_enrichedconf 70%
  3. 2026-12-01 → 2029-06-30pendingFirst production EV homologated with >1000 mile range claim (CLTC or WLTP)
    How: OEM publishes type approval or homologation document with >1000 mi (1609 km) range under CLTC, WLTP, or EPA cycles (CATL Qilin sedan claim is 1,500 km CLTC)
    Source: deep_research_enrichedconf 60%
  4. 2027-01-01 → 2031-12-31pendingCharging network deployment supports cross-country 1000-mi EV touring
    How: CATL/sister networks deploy >4,000 integrated charge-and-swap stations covering 190+ Chinese cities and 12+11 highway corridors per 2026 announcement; OR EU/US equivalent achieves cross-continent 1000-mi compatible coverage
    Source: deep_research_enrichedconf 55%
  5. 2028-01-01 → 2032-12-31pendingFirst production EV homologated for >1000 mi range AND <45 min full charge (combined)
    How: Single homologated production EV simultaneously achieves >1000 mi range and <45 min 10-100% charge per OEM specification
    Source: deep_research_enrichedconf 50%
  6. 2030-01-01 → 2035-06-30pending1000-mile EV reaches >100,000 cumulative production volume
    How: China Passenger Car Association, EU EV-Volumes, or InsideEVs reports any 1000-mile-rated EV model crossing 100K cumulative production units
    Source: deep_research_enrichedconf 40%
  7. 2033-08-03pendingQ1 window check-in (25%)
  8. 2034-03-06pendingQ2 window check-in (50%)
  9. 2034-10-07pendingQ3 window check-in (75%)

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: 40%)

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

No probability history yet. The first evidence will arrive via /api/intake or the daily milestone sweep / weekly LBP run.

Network propagation neighbors

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

No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.

Ticker exposure

22 ticker(s) linked

Beneficiaries (19)

ARRYEOSEFLNCFSLRGWHJKSMVSTNXTQSSHLSSTEMDQPCRFYONIFNNYBYDDYNEENRGTSLA

Prerequisites (0)

Predictions that must hit first
TypePredTitleDomainLag
No prerequisites

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.645arxivA Hybrid Tucker-LSTM Tensor Network Model for SOC Prediction in Electric Vehiclesmentionspending2026-05-13

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "1,000 mi / 30-45 min",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "context": "Cited across industry analyst coverage. Doubles current Tesla Model S Long Range (~400 mi); would eliminate range anxiety as last remaining EV adoption barrier.",
  "to_year": 2036,
  "conv_cues": "industry-aggregate projection; specific range + charge time",
  "direction": "NUMERIC_TARGET",
  "from_year": 2033,
  "timeframe": "2033-2036",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Shenxing 3rd-gen battery: 10-98% in 6:27 verified by independent media",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://cnevpost.com/2026/04/21/catl-unveils-new-battery-products-2026-tech-day/",
      "expected_date": "2026-04-21",
      "observed_date": "2026-04-21",
      "research_origin": "deep_research",
      "measurement_criterion": "CATL Tech Day disclosure of Shenxing 3 charging benchmarks (announced 2026-04-21)"
    },
    {
      "kind": "llm_pre_event",
      "label": "CATL Qilin Condensed Battery 1500km variant enters series production",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://thedriven.io/2026/04/22/catl-debuts-six-stunning-battery-innovations-including-1500km-6-minute-charge/",
      "expected_date": "2027-08-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-06-30",
        "from": "2026-09-01"
      },
      "measurement_criterion": "CATL or its OEM partner (Li Auto, NIO, BYD, etc.) confirms first volume production of Qilin Condensed Battery (350 Wh/kg, 760 Wh/L) per April 2026 Tech Day announcement"
    },
    {
      "kind": "llm_pre_event",
      "label": "First production EV homologated with >1000 mile range claim (CLTC or WLTP)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://evtech.news/battery-technology/catl-launches-3rd-gen-shenxing-battery-6-minute-ev-charging-1500-km-range-breakthrough.html",
      "expected_date": "2028-03-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2026-12-01"
      },
      "measurement_criterion": "OEM publishes type approval or homologation document with >1000 mi (1609 km) range under CLTC, WLTP, or EPA cycles (CATL Qilin sedan claim is 1,500 km CLTC)"
    },
    {
      "kind": "llm_post_event",
      "label": "Charging network deployment supports cross-country 1000-mi EV touring",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://theevreport.com/catl-unveils-six-product-battery-lineup-and-integrated-charge-swap-network",
      "expected_date": "2029-07-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2031-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "CATL/sister networks deploy >4,000 integrated charge-and-swap stations covering 190+ Chinese cities and 12+11 highway corridors per 2026 announcement; OR EU/US equivalent achieves cross-continent 1000-mi compatible coverage"
    },
    {
      "kind": "llm_pre_event",
      "label": "First production EV homologated for >1000 mi range AND <45 min full charge (combined)",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://interestingengineering.com/energy/catl-ev-battery-7-minute-charge",
      
... (truncated)