College premium is quickly evaporating
Predictor: Andrew Yang · ep#236 "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236" · source
Prediction text
College premium is quickly evaporating | that's showing up in the numbers where the college premium is quickly evaporating.
Verbatim quote
that's showing up in the numbers where the college premium is quickly evaporating.
Predictor: Andrew Yang
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2025-11-02hitTop tech firms cut entry-level hiring by 50%How: Burning Glass / industry data shows ≥50% decline in new roles requiring <1 year experience at top tech firms 2019-2024Source: https://washingtonmonthly.com/2025/11/02/no-college-degrees-arent-losing-their-value/ — Washington Monthly entry-level decline citationconf 95%
- 2025-06-30hitRecent college graduate unemployment rate hits 4.8%How: BLS data shows unemployment rate for recent college graduates trending upward to ~4.8% (vs prior baseline)Source: https://www.clevelandfed.org/publications/economic-commentary/2025/ec-202514-are-young-college-graduates-losing-their-edge-in-the-job-market — Cleveland Fed on young grad job market edgeconf 95%
- 2025-09-30hitClass of 2025 full-time job placement rate ≤30%How: Survey of 2025 college graduates shows ≤30% had secured a full-time job in their field within 2-3 months of graduationSource: https://www.cnbc.com/2025/11/23/college-graduates-are-struggling-to-find-jobs-ai-is-partly-to-blame.html — CNBC on AI's role in graduate job strugglesconf 95%
- 2025-09-30hitBurning Glass shows 52% of class of 2023 in non-degree-required jobs after 1 yearHow: Burning Glass Institute report finds ≥50% of recent graduates 1 year out are working in jobs that don't require a degree, signaling collapse of college job premiumSource: https://washingtonmonthly.com/2025/11/02/no-college-degrees-arent-losing-their-value/ — Washington Monthly Burning Glass citationconf 90%
- 2027-01-01 → 2027-06-30pendingCollege wage premium narrows below 70% (vs ~80% baseline)How: BLS / Census data shows college-educated wage premium drops below 70% over high-school median, vs ~80% historical baselineSource: https://www.minneapolisfed.org/article/2025/what-happened-to-the-college-wage-premium — Minneapolis Fed on declining wage premiumconf 40%Notes: Cascade — premium has stabilized recently per multiple sources, but AI-driven entry-level erosion may resume the decline.
What if this resolves?
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.600 | 0.050 | -0.057 |
| prereq | 235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis | 74.0% | 0.600 | 0.050 | -0.055 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.600 | 0.050 | -0.049 |
| prereq | SEM_008 Training runs costing $10 billion for a single model will co — Dario Amodei | 76.9% | 0.600 | 0.050 | -0.039 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.037 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | +0.013 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | +0.012 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | +0.008 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | +0.008 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.006 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
| prereq | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
Linked documents (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.567 | manifold | Sum of my AP scores | — | mentions | pending | 2026-05-08 |
| 0.566 | manifold | Sum of AP score | — | mentions | pending | 2026-04-28 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=toE56X2h0wk",
"mode": "THESIS",
"role": "Guest-Politician",
"context": "that's showing up in the numbers where the college premium is quickly evaporating.",
"to_year": 2028,
"verbatim": "that's showing up in the numbers where the college premium is quickly evaporating.",
"conv_cues": "quickly evaporating",
"direction": "DOWN",
"from_year": 2026,
"timeframe": "Present/near-term",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Top tech firms cut entry-level hiring by 50%",
"source": "https://washingtonmonthly.com/2025/11/02/no-college-degrees-arent-losing-their-value/ — Washington Monthly entry-level decline citation",
"status": "hit",
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"expected_date": "2024-12-31",
"observed_date": "2025-11-02",
"research_origin": "deep_research",
"expected_date_range": {
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"from": "2024-01-01"
},
"measurement_criterion": "Burning Glass / industry data shows ≥50% decline in new roles requiring <1 year experience at top tech firms 2019-2024"
},
{
"kind": "llm_pre_event",
"label": "Recent college graduate unemployment rate hits 4.8%",
"source": "https://www.clevelandfed.org/publications/economic-commentary/2025/ec-202514-are-young-college-graduates-losing-their-edge-in-the-job-market — Cleveland Fed on young grad job market edge",
"status": "hit",
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"source_url": "https://www.clevelandfed.org/publications/economic-commentary/2025/ec-202514-are-young-college-graduates-losing-their-edge-in-the-job-market",
"expected_date": "2025-06-30",
"observed_date": "2025-06-30",
"research_origin": "deep_research",
"measurement_criterion": "BLS data shows unemployment rate for recent college graduates trending upward to ~4.8% (vs prior baseline)"
},
{
"kind": "llm_pre_event",
"label": "Class of 2025 full-time job placement rate ≤30%",
"source": "https://www.cnbc.com/2025/11/23/college-graduates-are-struggling-to-find-jobs-ai-is-partly-to-blame.html — CNBC on AI's role in graduate job struggles",
"status": "hit",
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"source_url": "https://www.cnbc.com/2025/11/23/college-graduates-are-struggling-to-find-jobs-ai-is-partly-to-blame.html",
"expected_date": "2025-08-31",
"observed_date": "2025-09-30",
"research_origin": "deep_research",
"measurement_criterion": "Survey of 2025 college graduates shows ≤30% had secured a full-time job in their field within 2-3 months of graduation"
},
{
"kind": "llm_pre_event",
"label": "Burning Glass shows 52% of class of 2023 in non-degree-required jobs after 1 year",
"source": "https://washingtonmonthly.com/2025/11/02/no-college-degrees-arent-losing-their-value/ — Washington Monthly Burning Glass citation",
"status": "hit",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.9,
"source_url": "https://washingtonmonthly.com/2025/11/02/no-college-degrees-arent-losing-their-value/",
"expected_date": "2025-09-30",
"observed_date": "2025-09-30",
"research_origin": "deep_research",
"measurement_criterion": "Burning Glass Institute report finds ≥50% of recent graduates 1 year out are working in jobs that don't require a degree, signaling collapse of college job premium"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cur
... (truncated)