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CYB_020predictionSpaceStarlink-AI-data-canopy

Starlink expansion — navigating regulatory regimes like India's IN-SPACe approvals — establishes a ubiquitous, high-bandwidth data canopy essential for routing planetary-scale AI agent communications without terrestrial fiber-optic latency.

Predictor: Gwynne Shotwell

Prior probability
75.0%
Current probability
64.8%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
in_progress
Window
2026-01-01 – 2030-11-30
Edges in / out
1 / 0
Tickers exposed
28

Prediction text

Starlink expansion — navigating regulatory regimes like India's IN-SPACe approvals — establishes a ubiquitous, high-bandwidth data canopy essential for routing planetary-scale AI agent communications without terrestrial fiber-optic latency. | Starlink 10M+ subscribers; global agent-latency benchmark

Key catalyst: Starlink 10M+ subscribers; global agent-latency benchmark

Watch events: Starlink subscriber count; IN-SPACe/FCC launch approvals; Direct-to-Cell adoption

Resolution evidence

Status: in_progress

Starlink India IN-SPACe approval 2025-2026; Direct-to-Cell service launching globally; low-latency routing measured <40ms global.

Predictor: Gwynne Shotwell

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

Evidence about this node from Gwynne Shotwell 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: regulatory_freeze_window

Linked via embedding similarity 0.602

Major-country regulatory pause/moratorium on AI capability research lasting >6 months

Base rate
5.0%
0/4 historical
Inside weight
Outside weight
no pull
inside 64.8% → blend 64.8% 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

8 prob_history rows
0%25%50%75%100%prior 75%2026-04-302026-05-032026-05-24
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 64.8%

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 ✓ · 5 pending
  1. 2025-08-15hitIndia Department of Telecommunications grants Starlink approval
    How: India DoT and IN-SPACe grant operational approval allowing Starlink to begin commercial service in India
    Source: https://techcrunch.com/2025/05/08/starlinks-launch-in-india-now-a-matter-of-when-not-if/conf 95%
    Notes: HIT — DoT + IN-SPACe approval cleared. Starlink licensed for Ka/Ku bands in India for 5 years. Direct realization of prediction's regulatory-regime claim.
  2. 2026-01-31hitStarlink 2025 revenue crosses $11.6B
    How: Starlink reports 2025 annual revenue >=$11B
    Source: https://idemest.com/reports/starlink-company-profile/conf 85%
    Notes: HIT — 2025 revenue exceeded $11.6B per credible reporting. Demonstrates commercial traction.
  3. 2026-02-28hitStarlink crosses 10M global subscribers
    How: Starlink publicly reports >=10,000,000 active subscribers worldwide
    Source: https://teslanorth.com/2026/03/03/spacex-makes-starlink-mobile-official-as-subscriber-base-hits-10-million/conf 99%
    Notes: HIT — Starlink hit 10M February 2026, directly matching the 10M+ threshold in prediction statement.
  4. 2026-11-07pendingQ1 window check-in (25%)
  5. 2026-09-01 → 2027-06-30pendingStarlink Mobile crosses 25M users target
    How: Starlink Mobile (direct-to-cell) reports 25M users
    Source: https://www.basenor.com/blogs/news/starlink-mobile-targets-25m-users-by-end-of-2026-the-numbersconf 50%
    Notes: SpaceX target 25M Starlink Mobile users by EOY 2026. Aggressive but plausible given 1M/60-day pace.
  6. 2027-09-13pendingQ2 window check-in (50%)
  7. 2026-06-01 → 2028-12-31pendingStarlink latency benchmark falls below 25ms median in major routes
    How: Independent measurement (Ookla, M-Lab) shows Starlink median latency <25ms on major intercontinental routes
    Source: Ookla Speedtest Intelligence, M-Lab Internet Health Reportconf 40%
    Notes: Required for AI-agent-to-AI-agent communication latency claim in prediction.
  8. 2028-07-19pendingQ3 window check-in (75%)
  9. 2028-01-01 → 2030-11-30pendingFirst documented planetary-scale AI agent network using Starlink as primary backbone
    How: Public announcement of large-scale autonomous-agent system (>1M concurrent agents) with Starlink as the primary network layer
    Source: Starlink/SpaceX press, AI infrastructure announcementsconf 30%

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: 65%)

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
LBP2026-05-24T02:00:02Z64.8%+1.7pp
Network propagation: 63.1% → 64.8%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
LBP2026-05-17T02:00:01Z63.1%+3.4pp
Network propagation: 59.7% → 63.1%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z59.7%+7.1pp
Network propagation: 52.6% → 59.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z52.6%+14.0pp
Network propagation: 38.6% → 52.6%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z38.6%+21.1pp
Network propagation: 17.6% → 38.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z17.6%-21.1pp
reference_class_assigned bayesian_v2 inside=0.750 blend=0.176 w_in=0.35 regulatory_freeze_window
LBP2026-04-30T02:18:57Z38.6%+21.1pp
Network propagation: 17.6% → 38.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z17.6%-57.4pp
reference_class_assigned bayesian_v2 inside=0.750 blend=0.176 w_in=0.35 regulatory_freeze_window

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
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.750+0.018

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

28 ticker(s) linked

Beneficiaries (23)

INODKRMNRKLBFLYSPIRPLNVDAAISOUNGTLBBBAIADBEADSKAMZNGOOGLIBMMETAMSFTORCLPLTRRDDTSHOPUBER

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK15SpaceX Starship Catastrophic Failure

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importStarlink India IN-SPACe approval 2025-2026; Direct-to-Cell service launching globally; low-latency routing measured <40ms global.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "FORECAST",
  "role": "Cited-Other",
  "context": "Distinct from 238_046 (xAI 1.2GW DC), SEM_043 (SpaceX space DCs). Specific Starlink-as-agent-networking-layer thesis.",
  "to_year": 2030,
  "conv_cues": "specific regulatory milestone; infrastructure framing",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2030",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "India Department of Telecommunications grants Starlink approval",
      "notes": "HIT — DoT + IN-SPACe approval cleared. Starlink licensed for Ka/Ku bands in India for 5 years. Direct realization of prediction's regulatory-regime claim.",
      "source": "https://techcrunch.com/2025/05/08/starlinks-launch-in-india-now-a-matter-of-when-not-if/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.analyticsinsight.net/news/in-space-approves-starlink-india-launch-plans-pricing-and-timeline-revealed",
      "expected_date": "2025-10-30",
      "observed_date": "2025-08-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-05-01"
      },
      "measurement_criterion": "India DoT and IN-SPACe grant operational approval allowing Starlink to begin commercial service in India"
    },
    {
      "kind": "llm_pre_event",
      "label": "Starlink 2025 revenue crosses $11.6B",
      "notes": "HIT — 2025 revenue exceeded $11.6B per credible reporting. Demonstrates commercial traction.",
      "source": "https://idemest.com/reports/starlink-company-profile/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://idemest.com/reports/starlink-company-profile/",
      "expected_date": "2026-01-31",
      "observed_date": "2026-01-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Starlink reports 2025 annual revenue >=$11B"
    },
    {
      "kind": "llm_pre_event",
      "label": "Starlink crosses 10M global subscribers",
      "notes": "HIT — Starlink hit 10M February 2026, directly matching the 10M+ threshold in prediction statement.",
      "source": "https://teslanorth.com/2026/03/03/spacex-makes-starlink-mobile-official-as-subscriber-base-hits-10-million/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.basenor.com/blogs/news/starlink-now-serves-10m-subscribers-worldwide-what-it-means",
      "expected_date": "2026-02-28",
      "observed_date": "2026-02-28",
      "research_origin": "deep_research",
      "measurement_criterion": "Starlink publicly reports >=10,000,000 active subscribers worldwide"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-11-07",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Starlink Mobile crosses 25M users target",
      "notes": "SpaceX target 25M Starlink Mobile users by EOY 2026. Aggressive but plausible given 1M/60-day pace.",
      "source": "https://www.basenor.com/blogs/news/starlink-mobile-targets-25m-users-by-end-of-2026-the-numbers",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.5,
      "source_url": "https://www.basenor.com/blogs/news/starlink-mobile-targets-25m-users-by-end-of-2026-the-numbers",
      "expected_date": "2027-01-30",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-09-01"
      },
      "measurement_criterion": "Starlink Mobile (direct-to-cell) reports 25M users"
    },
    {
      "kind": "quartile
... (truncated)