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236_010predictionMacro/EconomyAI-timing

5% wealth tax would result in zero billionaires by next day

Predictor: Andrew Yang · ep#236 "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236" · source

Prior probability
60.0%
Current probability
50.3%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
— – —
Edges in / out
3 / 0
Tickers exposed
33

Prediction text

5% wealth tax would result in zero billionaires by next day | the fact is if you actually had a 5% wealth tax you'd have zero billionaires the next day because they'd all um you know be uh in Switzerland or wherever.

Verbatim quote

From episode "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236"
the fact is if you actually had a 5% wealth tax you'd have zero billionaires the next day because they'd all um you know be uh in Switzerland or wherever.

Predictor: Andrew Yang

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0178
excellent
Hits / Misses
0 / 0
of 3 resolved
Hit rate
0.0%
Calibration plot (stated vs observed)

Evidence about this node from Andrew Yang 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 60%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 50.3%

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: 2 overdue ⏱ · 2 pending
  1. 2025-12-31overdueNorway wealth-tax exodus precedent: 105 of top-400 wealthy now living abroad
    How: Norway publishes data showing >100 of its 400 richest citizens have transferred residency or wealth abroad following 1.1% wealth-tax hike
    Source: https://imglobalwealth.com/articles/norways-tax-experiment-a-costly-exodus/ — IMGlobal Wealth: 300 multimillionaires/billionaires moved Norway → Switzerland by 2024conf 95%
    Notes: Real-world wealth-tax migration evidence; partial validation of Yang's hyperbolic claim. Norway 1.1% rate caused ~25% of top-400 to leave but NOT 100% in one day.
  2. 2025-12-31overdueNorway wealth-tax revenue paradoxically rises despite exodus
    How: Norway tax authority reports wealth-tax revenue ~34B NOK in 2025 vs 27B NOK in 2022 — broad base outweighs top-end exit
    Source: https://www.canadianaffairs.news/2025/10/24/norways-wealth-tax-drove-out-the-rich-without-breaking-the-bank/conf 95%
    Notes: Counter-evidence to Yang's 'zero billionaires' framing — system survives even when some leave. Revenue went UP.
  3. 2026-05-01 → 2028-12-31pendingUS 5%+ wealth-tax legislation reaches floor vote (counterfactual trigger)
    How: Federal wealth-tax bill at ≥5% rate (Warren Ultra-Millionaire Tax variant or successor) receives floor vote in House or Senate
    Source: Congress.gov bill tracker, Tax Policy Center analysisconf 10%
    Notes: Yang's claim is conditional on enactment — no 5% wealth tax bill is currently advancing. Trigger probability low.
  4. 2026-05-01 → 2030-12-31pendingIf federal 5%+ wealth tax enacted, ≥30% top-400 billionaires exit US within 12 months
    How: Forbes 400 / Bloomberg Billionaires Index shows ≥30% reduction in US-resident count within 12 months of any 5%+ federal wealth-tax enactment
    Source: Forbes 400, Bloomberg Billionaires Index, NBER w32153 migration studyconf 40%
    Notes: Calibrates 'zero next day' against NBER elasticity estimates. Norway showed ~25% of top-tier exit over years, not 100% in a day.

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: 50%)

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
LBP2026-05-17T02:00:01Z50.3%+1.4pp
Network propagation: 48.9% → 50.3%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z48.9%+2.7pp
Network propagation: 46.2% → 48.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.2%+5.3pp
Network propagation: 40.8% → 46.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z40.8%-13.1pp
metadata_milestone_miss_sweep bayesian_v2 n=2 inside=0.408 blend=0.408 LLR=-0.530 κ=0.69 no_blend
Raw metadata
{
  "trf": 1,
  "kappa": 0.6875,
  "base_rate": null,
  "predictor": "Andrew Yang",
  "total_llr": -0.8109302162163288,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0.15932169579091693,
  "bayes_factor": "1.7:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.5397463846206305,
  "kappa_source": "predictor_table",
  "n_milestones": 2,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.653125,
      "label": "Norway wealth-tax exodus precedent: 105 of top-400 wealthy now living abroad",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.95,
      "source_url": "https://imglobalwealth.com/articles/norways-tax-experiment-a-costly-exodus/",
      "adjusted_llr": -0.26481939873314486,
      "expected_date": "2025-12-31",
      "measurement_criterion": "Norway publishes data showing >100 of its 400 richest citizens have transferred residency or wealth abroad following 1.1% wealth-tax hike"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.653125,
      "label": "Norway wealth-tax revenue paradoxically rises despite exodus",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.95,
      "source_url": "https://www.canadianaffairs.news/2025/10/24/norways-wealth-tax-drove-out-the-rich-without-breaking-the-bank/",
      "adjusted_llr": -0.26481939873314486,
      "expected_date": "2025-12-31",
      "measurement_criterion": "Norway tax authority reports wealth-tax revenue ~34B NOK in 2025 vs 27B NOK in 2022 — broad base outweighs top-end exit"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3,
  "outside_weight": 0.7,
  "posterior_prob": 0.40846440084572705,
  "posterior_logit": -0.3703171016753728,
  "predictor_brier": 0.0178,
  "inside_posterior": 0.40846440084572705,
  "blended_posterior": 0.40846440084572705,
  "reference_class_id": null,
  "total_adjusted_llr": -0.5296387974662897,
  "predictor_n_resolved": 3
}
LBP2026-04-30T16:39:51Z54.0%-2.1pp
Network propagation: 56.0% → 54.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z56.0%-4.0pp
Network propagation: 60.0% → 56.0%
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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.042
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.600+0.015
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.600-0.013

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.747polymarketBillionaire one-time wealth tax passes in California election 2026?37%mentionspending2025-10-24
0.620manifoldHow many billionaires will New York City lose in 2026?mentionspending2026-06-04
0.583gdelt2580647mentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "zero billionaires",
  "url": "https://www.youtube.com/watch?v=toE56X2h0wk",
  "mode": "PREDICTION",
  "role": "Guest-Politician",
  "caveats": "Conditional on 5% wealth tax being imposed",
  "context": "well also any any one-time tax it's like what are you doing like down the road next year? Like how's that going to work? Yeah. No, they're saying recurring. I was like yeah good luck finding someone who's going to stick around for that.",
  "verbatim": "the fact is if you actually had a 5% wealth tax you'd have zero billionaires the next day because they'd all um you know be uh in Switzerland or wherever.",
  "conv_cues": "the fact is",
  "direction": "NOT_HAPPEN",
  "timeframe": "Day after implementation",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Norway wealth-tax exodus precedent: 105 of top-400 wealthy now living abroad",
      "notes": "Real-world wealth-tax migration evidence; partial validation of Yang's hyperbolic claim. Norway 1.1% rate caused ~25% of top-400 to leave but NOT 100% in one day.",
      "source": "https://imglobalwealth.com/articles/norways-tax-experiment-a-costly-exodus/ — IMGlobal Wealth: 300 multimillionaires/billionaires moved Norway → Switzerland by 2024",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://imglobalwealth.com/articles/norways-tax-experiment-a-costly-exodus/",
      "expected_date": "2025-12-31",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "measurement_criterion": "Norway publishes data showing >100 of its 400 richest citizens have transferred residency or wealth abroad following 1.1% wealth-tax hike"
    },
    {
      "kind": "llm_pre_event",
      "label": "Norway wealth-tax revenue paradoxically rises despite exodus",
      "notes": "Counter-evidence to Yang's 'zero billionaires' framing — system survives even when some leave. Revenue went UP.",
      "source": "https://www.canadianaffairs.news/2025/10/24/norways-wealth-tax-drove-out-the-rich-without-breaking-the-bank/",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.canadianaffairs.news/2025/10/24/norways-wealth-tax-drove-out-the-rich-without-breaking-the-bank/",
      "expected_date": "2025-12-31",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "measurement_criterion": "Norway tax authority reports wealth-tax revenue ~34B NOK in 2025 vs 27B NOK in 2022 — broad base outweighs top-end exit"
    },
    {
      "kind": "llm_pre_event",
      "label": "US 5%+ wealth-tax legislation reaches floor vote (counterfactual trigger)",
      "notes": "Yang's claim is conditional on enactment — no 5% wealth tax bill is currently advancing. Trigger probability low.",
      "source": "Congress.gov bill tracker, Tax Policy Center analysis",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.1,
      "expected_date": "2027-08-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Federal wealth-tax bill at ≥5% rate (Warren Ultra-Millionaire Tax variant or successor) receives floor vote in House or Senate"
    },
    {
      "kind": "llm_post_event",
      "label": "If federal 5%+ wealth tax enacted, ≥30% top-400 billionaires exit US within 12 months",
      "notes": "Calibrates 'zero next day' against NBER elasticity estimates. Norway showed ~25% of top-tier exit over years, not 100% in a day.",
      "source": "Forbes 400, Bloomberg Billionaires Index, NBER w321
... (truncated)