← Cockpit
242_049predictionMacro/EconomyAI-scaling

W-2 income will get pummeled over next 3 years; assets will appreciate

Predictor: Dave Blundin · ep#242 "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242" · source

Prior probability
60.0%
Current probability
49.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-01-01 – 2029-12-31
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

W-2 income will get pummeled over next 3 years; assets will appreciate | W-2 income is going to get pummeled in this next three years, but assets, you know, holdings and ownership and things is going to go through the roof

Verbatim quote

From episode "Elon Enters the Chip Race, the S&P 500 Repricing, and Human Drivers Will Become Illegal | EP #242"
W-2 income is going to get pummeled in this next three years, but assets, you know, holdings and ownership and things is going to go through the roof

Predictor: Dave Blundin

κ + Brier as of 2026-05-22
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Dave Blundin 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

4 prob_history rows
0%25%50%75%100%prior 60%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.5%

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: 5 fired ✓ · 5 pending
  1. 2026-03-15hitMeta announces 16000 job cuts with 600B USD AI capex rationale
    How: Meta formally announces 10000 person or larger workforce reduction explicitly tied to AI productivity / automation capex
    Source: Future Forwarded - AI Labor Report May 2026conf 95%
    Notes: HIT - Meta cited AI capex justification for cuts validating Blundin W2 income compression thesis.
  2. 2026-04-01 → 2026-12-31pendingS&P 500 hits new all-time high concurrent with rising tech layoffs
    How: S&P 500 closes at new ATH in same calendar quarter that BLS reports rising aggregate tech sector unemployment
    Source: S&P Global / BLS unemployment data / IMFconf 75%
    Notes: IMF and Citadel both flag the capital captures gains immediately labor on delayed schedule dynamic.
  3. 2026-12-31pendingTech sector announces 55K-120K net layoffs in 2026 with concurrent AI capex
    How: Aggregate 2026 tech-sector layoff announcements reach 55K-120K range while AI capex hits 500B USD or larger
    Source: InvestorPlace - The Great Decoupling: AI Rewriting the Labor Marketconf 85%
  4. 2026-06-01 → 2027-12-31pendingAnthropic Economic Index documents AI-driven occupational displacement in 5 or more BLS categories
    How: Anthropic Economic Index or equivalent BLS-cross-referenced study documents 5 or more occupations with measurable wage/employment compression attributable to AI
    Source: Anthropic - Labor market impacts of AIconf 70%
  5. 2026-12-01 → 2029-12-31pendingReal median W-2 wages decline year-over-year while corporate profits hit record
    How: BLS reports YoY decline in real median W-2 wages in same year that S&P 500 aggregate operating profits hit all-time high
    Source: BLS / Bureau of Economic Analysis / S&P aggregate earnings dataconf 55%
    Notes: Cascade - direct test of Blundin W-2 pummeled assets through the roof thesis.

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
LBP2026-05-10T02:00:02Z49.5%-1.2pp
Network propagation: 50.7% → 49.5%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z50.7%-2.2pp
Network propagation: 52.9% → 50.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z52.9%-2.9pp
Network propagation: 55.8% → 52.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z55.8%-4.2pp
Network propagation: 60.0% → 55.8%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.600-0.088
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.6000.050-0.076
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.6000.050-0.075
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.600-0.060
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.050

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq246_017
Europa Clipper will arrive at Jupiter in 2030, conducting 50Peter Diamandis
37.7%0.6500.050-0.035
prereq247_035
Dario Amodei will solve most/all neurological diseases by enDario Amodei
38.8%0.7000.050-0.021
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.013
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.004
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050+0.000

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq247_035Dario Amodei will solve most/all neurological diseases by end of decadeBiotech/Longevity
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_017Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.Space
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2029-12-31[Capital Markets 2029-12] ume; BMW, 2nd customer deployment count [242_049] W-2 income will get pummeled over next 3 years; assets will appreciate [235_026] Snapchat cannot sit still and expect to exist in 3 years.pending

Linked documents (5)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.603gdeltmentionspending2026-04-30
0.581manifoldHow will the lawsuit over the sale of my home resolve in 2026?mentionspending2026-04-24
0.574manifoldwill we (husband + me) move back to our hometown within 3 years?57%mentionspending2026-06-03
0.571gdeltarticle 3b210a08 e0a6 5323 b6f9 965a0448b845.htmlmentionspending2026-04-30
0.566gdeltarticle 3ba70d79 6952 58b3 b9c5 bc743d7ed167.htmlmentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=wMLcIWLlcWg",
  "mode": "FORECAST",
  "role": "Host",
  "context": "W-2 income is going to get pummeled in this next three years, but assets... is going to go through the roof",
  "to_year": 2029,
  "verbatim": "W-2 income is going to get pummeled in this next three years, but assets, you know, holdings and ownership and things is going to go through the roof",
  "conv_cues": "going to",
  "direction": "MIXED",
  "from_year": 2026,
  "timeframe": "next 3 years",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Meta announces 16000 job cuts with 600B USD AI capex rationale",
      "notes": "HIT - Meta cited AI capex justification for cuts validating Blundin W2 income compression thesis.",
      "source": "Future Forwarded - AI Labor Report May 2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://futureforwarded.substack.com/p/the-ai-labor-report-friday-may-1",
      "expected_date": "2026-03-15",
      "observed_date": "2026-03-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Meta formally announces 10000 person or larger workforce reduction explicitly tied to AI productivity / automation capex"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "S&P 500 hits new all-time high concurrent with rising tech layoffs",
      "notes": "IMF and Citadel both flag the capital captures gains immediately labor on delayed schedule dynamic.",
      "source": "S&P Global / BLS unemployment data / IMF",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://www.imf.org/-/media/files/publications/imf-notes/2026/english/insea2026002.pdf",
      "expected_date": "2026-08-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-04-01"
      },
      "measurement_criterion": "S&P 500 closes at new ATH in same calendar quarter that BLS reports rising aggregate tech sector unemployment"
    },
    {
     
... (truncated)