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236_027predictionMacro/EconomyAI-timing

Debt delinquency and mortgage delinquency rates rising; financial distress ratcheting up

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
50.8%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
8 / 5
Tickers exposed
33

Prediction text

Debt delinquency and mortgage delinquency rates rising; financial distress ratcheting up | you're starting to see um debt delinquency rates rise, mortgage delinquency rates rise, like the the personal financial distress is uh is ratcheting up.

Verbatim quote

From episode "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236"
you're starting to see um debt delinquency rates rise, mortgage delinquency rates rise, like the the personal financial distress is uh is ratcheting up.

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

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 = 50.8%

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: 8 fired ✓
  1. 2026-02-10hitTotal household debt delinquency hits 4.8%, highest since 2017
    How: NY Fed Quarterly Report on Household Debt and Credit shows ≥4.5% overall delinquency rate, multi-year high
    Source: Bloomberg: US Consumer Delinquencies Jump to Highest in Almost a Decadeconf 99%
  2. 2026-02-12hitQ4 2025 mortgage delinquency rises to 4.26% (NY Fed/MBA)
    How: Mortgage Bankers Association reports total mortgage delinquency rate ≥4.0% for Q4 2025, up YoY
    Source: MBA: Mortgage Delinquencies Increase in the Fourth Quarter of 2025conf 99%
    Notes: HIT — 4.26% Q4 delinquency rate, +27bps QoQ +28bps YoY. Direct confirmation of Yang's 'mortgage delinquency rates rise' claim.
  3. 2026-02-11hitFHA delinquency rate breaches 11% (highest since 2021)
    How: MBA reports FHA loan delinquency rate ≥10%, signaling lower-income borrower stress
    Source: MBA Q4 2025 National Delinquency Survey via MortgagePointconf 95%
    Notes: FHA hit 11.52%, highest since Q2 2021.
  4. 2026-08-15pendingAggregate household debt crosses $19T by mid-2026
    How: NY Fed Q2 2026 HHDC report shows aggregate household debt ≥$19.0T (up from $18.8T Q4 2025)
    Source: Federal Reserve Bank of New York Quarterly Report on Household Debt and Creditconf 85%
  5. 2026-07-01 → 2027-04-30pendingCascade: regional bank credit-loss provisions rise YoY by 25%+
    How: Aggregate regional bank Q2/Q3 2026 earnings show credit loss provisions up ≥25% YoY
    Source: FDIC Quarterly Banking Profile; bank earnings releasesconf 60%
  6. 2026-09-01 → 2027-02-28pendingLow-income zip 90+ DPD rate exceeds 3.5% by year-end 2026
    How: NY Fed Liberty Street Economics or VantageScore CreditGauge reports lowest-income zip 90+ DPD ≥3.5% (vs ~3.0% late 2025)
    Source: Liberty Street Economics / VantageScore CreditGauge monthlyconf 70%
  7. 2036-09-06pendingMoon base will exist in 10 years

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: 51%)

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
LBP2026-05-10T02:00:02Z50.8%-1.2pp
Network propagation: 51.9% → 50.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z51.9%-1.8pp
Network propagation: 53.7% → 51.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z53.7%-2.5pp
Network propagation: 56.2% → 53.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z56.2%-3.8pp
Network propagation: 60.0% → 56.2%
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
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.6000.050-0.057
prereq235_038
David Sinclair begins partial epigenetic reprogramming trialPeter Diamandis
74.0%0.6000.050-0.055
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.6000.050-0.049
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.6000.050-0.039
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.600+0.037

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050+0.013
prereq239_008
Moon base will exist in 10 yearsElon Musk
28.8%0.5500.050+0.012
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050+0.008
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050+0.008
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.006

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereq235_038David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.Biotech/Longevity
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
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_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
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
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq239_008Moon base will exist in 10 yearsSpace

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.559manifoldEuropean Central Bank raises rates at June meeting?76%mentionspending2026-05-25

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=toE56X2h0wk",
  "mode": "THESIS",
  "role": "Guest-Politician",
  "context": "you're starting to see um debt delinquency rates rise, mortgage delinquency rates rise, like the the personal financial distress is uh is ratcheting up.",
  "to_year": 2027,
  "verbatim": "you're starting to see um debt delinquency rates rise, mortgage delinquency rates rise, like the the personal financial distress is uh is ratcheting up.",
  "conv_cues": "starting to see; ratcheting up",
  "direction": "UP",
  "from_year": 2026,
  "timeframe": "Present/near-term",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Total household debt delinquency hits 4.8%, highest since 2017",
      "source": "Bloomberg: US Consumer Delinquencies Jump to Highest in Almost a Decade",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.bloomberg.com/news/articles/2026-02-10/us-consumer-delinquencies-jump-to-highest-in-almost-a-decade",
      "expected_date": "2026-02-10",
      "observed_date": "2026-02-10",
      "research_origin": "deep_research",
      "measurement_criterion": "NY Fed Quarterly Report on Household Debt and Credit shows ≥4.5% overall delinquency rate, multi-year high"
    },
    {
      "kind": "llm_pre_event",
      "label": "Q4 2025 mortgage delinquency rises to 4.26% (NY Fed/MBA)",
      "notes": "HIT — 4.26% Q4 delinquency rate, +27bps QoQ +28bps YoY. Direct confirmation of Yang's 'mortgage delinquency rates rise' claim.",
      "source": "MBA: Mortgage Delinquencies Increase in the Fourth Quarter of 2025",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.mba.org/news-and-research/newsroom/news/2026/02/12/mortgage-delinquencies-increase-in-the-fourth-quarter-of-2025",
      "expected_date": "2026-02-12",
      "observed_date": "2026-02-12",
      "research_origin": "deep_research",
      "measurement_criterion": "Mortgage Bankers Association reports total mortgage delinquency rate ≥4.0% for Q4 2025, up YoY"
    },
    {
      "kind": "llm_pre_event",
      "label": "FHA delinquency rate breaches 11% (highest since 2021)",
      "notes": "FHA hit 11.52%, highest since Q2 2021.",
      "source": "MBA Q4 2025 National Delinquency Survey via MortgagePoint",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://themortgagepoint.com/2026/02/11/consumer-delinquencies-at-highest-level-in-nearly-a-decade/",
      "expected_date": "2026-02-12",
      "observed_date": "2026-02-11",
      "research_origin": "deep_research",
      "measurement_criterion": "MBA reports FHA loan delinquency rate ≥10%, signaling lower-income borrower stress"
    },
    {
      "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": -5,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Recursive self-improvem
... (truncated)