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SPC_005predictionMarkets/StocksAST-SpaceMobile-direct-to-cell

AST SpaceMobile (ASTS) will scale from $70.9M full-year 2025 revenue (guided $150M-$200M for 2026) to approximately $1 billion by 2027 — driven by direct-to-cell satellite technology commercialization.

Predictor: Morgan Stanley

Prior probability
65.0%
Current probability
55.7%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2025-01-01 – 2025-11-30
Edges in / out
1 / 0
Tickers exposed
20

Prediction text

AST SpaceMobile (ASTS) will scale from $70.9M full-year 2025 revenue (guided $150M-$200M for 2026) to approximately $1 billion by 2027 — driven by direct-to-cell satellite technology commercialization. | BlueBird constellation operational milestone

Key catalyst: BlueBird constellation operational milestone

Watch events: BlueBird launch cadence; carrier partnerships; ASTS quarterly earnings

Resolution evidence

Status: in_progress

ASTS FY2025 $70.9M confirmed; 2026 guidance $150-200M; BlueBird satellite constellation scaling; AT&T, Verizon, Vodafone partnerships.

Predictor: Morgan Stanley

κ + Brier as of 2026-05-22
κ (discount)
0.633
Brier
0.0442
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Morgan Stanley 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

6 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 = 55.7%

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: 4 fired ✓ · 3 overdue ⏱
  1. 2025-05-16overdueQ1 window check-in (25%)
  2. 2025-09-28overdueQ2 window check-in (50%)
  3. 2026-02-10overdueQ3 window check-in (75%)
  4. 2026-03-15hitBlueBird 6 launched and unfolded — largest commercial comms array in LEO
    How: BlueBird 6 satellite reaches orbit, deploys array successfully, demonstrates >120 Mbps peak data speeds
    Source: AST SpaceMobile press releases / Stocktwits coverage of BlueBird 6 lift-offconf 92%
    Notes: HIT — BB6 deployed; constellation building toward 45-60 satellites by EOY 2026.
  5. 2026-03-02hitAST SpaceMobile reports $70.9M FY2025 revenue (above guidance)
    How: ASTS Q4 2025 earnings report confirms full-year 2025 revenue of $70.9M, surpassing prior guidance
    Source: Motley Fool — ASTS Q4 2025 Earnings Transcriptconf 99%
    Notes: HIT — First year as revenue-generating business; driven by MNO partners and US Government contracts.
  6. 2026-03-02hitASTS issues 2026 revenue guidance of $150M-$200M
    How: Company guides 2026 revenue to $150M-$200M range — at least 2x of 2025 actuals
    Source: Quartr — AST SpaceMobile (ASTS) Q4 2025 Summaryconf 99%
    Notes: HIT — Confirms aggressive growth ramp consistent with $1B-by-2027 thesis.
  7. 2026-03-02hitASTS contracted revenue commitments exceed $1.2B
    How: Company discloses >$1.2B in contracted revenue commitments including stc Group $175M prepayment
    Source: Q4 2025 earnings disclosureconf 95%
    Notes: HIT — Backlog visibility supports 2027 $1B trajectory.
  8. 2026-07-01 → 2026-12-31pendingCommercial service activation H2 2026
    How: ASTS announces commercial direct-to-cell service goes live with at least one major MNO partner
    Source: Simply Wall St — BlueBird Constellation Toward 2026 Service Launchconf 70%
    Notes: Critical milestone for revenue ramp. Company has guided H2 2026 activation.
  9. 2027-10-01 → 2027-12-31pendingASTS achieves $1B annualized revenue run-rate by Q4 2027
    How: Q4 2027 quarterly revenue ≥ $250M (annualized $1B) OR FY2027 revenue total ≥ $700M with strong Q4 trajectory
    Source: Future Q4 2027 earnings; Morgan Stanley thesisconf 55%
    Notes: Endpoint of original thesis. Requires constellation completion + multiple MNO activations.

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: 56%)

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
LBP2026-05-17T02:00:01Z55.7%+1.9pp
Network propagation: 53.8% → 55.7%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z53.8%+3.9pp
Network propagation: 49.9% → 53.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z49.9%+7.7pp
Network propagation: 42.2% → 49.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z42.2%-17.5pp
metadata_milestone_miss_sweep bayesian_v2 n=3 inside=0.422 blend=0.422 LLR=-0.710 κ=0.58 no_blend
Raw metadata
{
  "trf": 0,
  "kappa": 0.5833,
  "base_rate": null,
  "predictor": "Morgan Stanley",
  "total_llr": -1.2163953243244932,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0.395510903045804,
  "bayes_factor": "2.0:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.597608630112356,
  "kappa_source": "predictor_table",
  "n_milestones": 3,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5833,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2365077975594923,
      "expected_date": "2025-05-16",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5833,
      "label": "Q2 window check-in (50%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2365077975594923,
      "expected_date": "2025-09-28",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5833,
      "label": "Q3 window check-in (75%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2365077975594923,
      "expected_date": "2026-02-10",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 1,
  "outside_weight": 0,
  "posterior_prob": 0.4221356390310269,
  "posterior_logit": -0.314012489632673,
  "predictor_brier": 0.01,
  "inside_posterior": 0.4221356390310269,
  "blended_posterior": 0.4221356390310269,
  "reference_class_id": null,
  "total_adjusted_llr": -0.709523392678477,
  "predictor_n_resolved": 1
}
LBP2026-04-30T16:39:51Z59.8%-1.8pp
Network propagation: 61.6% → 59.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z61.6%-3.4pp
Network propagation: 65.0% → 61.6%
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
killerTK15
SpaceX Starship Catastrophic Failure
12.0%0.0500.650+0.021

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

20 ticker(s) linked

Beneficiaries (12)

GSATIRDMASTSBKSYRKLBPLAMZNBALHXLMTNOCRTX

Adverse (3)

DISHVSATSES

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_importASTS FY2025 $70.9M confirmed; 2026 guidance $150-200M; BlueBird satellite constellation scaling; AT&T, Verizon, Vodafone partnerships.

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.689edgar_8kAST SpaceMobile, Inc. (ASTS) (CIK 0001780312)mentionspending2026-05-11
0.636manifoldWill Codex be announced to have hit 5M WAUs before June?41%mentionspending2026-05-14
0.494edgar_8kCHARTER COMMUNICATIONS, INC. /MO/ (CHTR) (CIK 0001091667)mentionspending2026-05-19

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$70.9M → $1B",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "context": "Specific ASTS equity forecast. Couples with CYB_020 (Starlink global canopy), 248_002 (LEO-to-phone alternative). ASTS vs Starlink Direct-to-Cell competition.",
  "to_year": 2027,
  "conv_cues": "specific actual & guidance figures; 2027 target",
  "direction": "UP",
  "from_year": 2025,
  "timeframe": "by 2027",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -7,
      "source_id": null,
      "expected_date": "2025-05-16",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2025-09-28",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-02-10",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "BlueBird 6 launched and unfolded — largest commercial comms array in LEO",
      "notes": "HIT — BB6 deployed; constellation building toward 45-60 satellites by EOY 2026.",
      "source": "AST SpaceMobile press releases / Stocktwits coverage of BlueBird 6 lift-off",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.92,
      "source_url": "https://stocktwits.com/news-articles/markets/equity/ast-space-mobile-draws-retail-buzz-ahead-of-blue-bird-6-lift-off/cLeFgECREtv",
      "expected_date": "2026-02-14",
      "observed_date": "2026-03-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-12-01"
      },
      "measurement_criterion": "BlueBird 6 satellite reaches orbit, deploys array successfully, demonstrates >120 Mbps peak data speeds"
    },
    {
      "kind": "llm_pre_event",
      "label": "AST SpaceMobile reports $70.9M FY2025 revenue (above guidance)",
      "notes": "HIT — First year as revenue-generating business; driven by MNO partners and US Government contracts.",
      "source": "Motley Fool — ASTS Q4 2025 Earnings Transcript",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.fool.com/earnings/call-transcripts/2026/03/02/ast-spacemobile-asts-q4-2025-earnings-transcript/",
      "expected_date": "2026-03-02",
      "observed_date": "2026-03-02",
      "research_origin": "deep_research",
      "measurement_criterion": "ASTS Q4 2025 earnings report confirms full-year 2025 revenue of $70.9M, surpassing prior guidance"
    },
    {
      "kind": "llm_pre_event",
      "label": "ASTS issues 2026 revenue guidance of $150M-$200M",
      "notes": "HIT — Confirms aggressive growth ramp consistent with $1B-by-2027 thesis.",
      "source": "Quartr — AST SpaceMobile (ASTS) Q4 2025 Summary",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://quartr.com/events/ast-spacemobile-inc-asts-q4-2025_3YGjdpch",
      "expected_date": "2026-03-02",
      "observed_date": "2026-03-02",
      "research_origin": "deep_research",
      "measurement_criterion": "Company guides 2026 revenue to $150M-$200M range — at least 2x of 2025 a
... (truncated)