Lack of hiring for junior positions will cause social unrest from young people who can't get jobs.
Predictor: Peter Diamandis · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source
Prediction text
Lack of hiring for junior positions will cause social unrest from young people who can't get jobs. | There's going to be the lack of hiring in the early for for junior faculty or junior junior positions. That's going to cause the social unrest, right? it is 20some year olds who are you know testosterone want to get a job want to get a house want to get married want to have kids whatever it might be and they can't and there's going to be a lot of pain and suffering
Watch events: BLS employment reports; tech layoff trackers; Underemployment rate; Yang quarterly updates
Verbatim quote
There's going to be the lack of hiring in the early for for junior faculty or junior junior positions. That's going to cause the social unrest, right? it is 20some year olds who are you know testosterone want to get a job want to get a house want to get married want to have kids whatever it might be and they can't and there's going to be a lot of pain and suffering
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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
- 2026-03-17hitServiceNow CEO publicly warns Gen Z unemployment could hit 30%How: ServiceNow CEO Bill McDermott or peer hyperscaler CEO publicly warns of 30%+ youth unemployment from AISource: Fortune: ServiceNow CEO says new college graduate unemployment could reach 30%conf 99%Notes: HIT — McDermott warned next-couple-years 30% youth unemployment.
- 2026-04-06hitAI cuts 16,000 US jobs/month with Gen Z bearing bruntHow: Goldman Sachs or peer macro research confirms ~16K monthly AI-driven displacement, disproportionate Gen Z impactSource: Fortune: AI cutting 16,000 US jobs a month — Gen Z taking the brunt, Goldman Sachsconf 95%Notes: HIT — Goldman quantified pace; Dallas Fed confirms 13% employment drop in AI-exposed 22-25 cohort since 2022.
- 2026-04-21hit58% of 2024-2025 grads still job-seeking; worst grad market since pandemicHow: NACE / Federal Reserve / industry survey confirms majority of recent grads unemployed; 2026 declared worst since pandemicSource: Axios: Young people hate today's job market; CNBC: College graduates struggling AI partly to blameconf 92%Notes: HIT — NACE called 2026 worst grad market since pandemic; 58% still seeking first job.
- 2026-06-01 → 2027-12-31pendingFirst major US city sees youth-led AI/jobs protest >5,000 attendeesHow: Documented protest or organized demonstration in US city focused on AI displacement / youth unemployment with >5,000 attendeesSource: MIT Tech Review: Resistance — AI backlash protests; coalition Pro-Human AI Declarationconf 55%Notes: London hit 'hundreds' in Feb 2026; precedent set. US 5K+ would mark 'social unrest' threshold.
- 2027-06-01 → 2028-06-30pendingFederal policy response: youth-targeted UBI pilot or jobs guarantee program launchedHow: US federal or state legislation enacts youth-focused UBI pilot, AI displacement insurance, or jobs guarantee covering >=100K participantsSource: Congressional record, state legislation trackerconf 30%Notes: Strong policy response to social unrest in target window. Probability lower given current US political fragmentation.
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
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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 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial — Peter Diamandis | 71.4% | 0.650 | 0.050 | -0.046 |
| prereq | SEM_042 2025 will be the definitive year that agentic systems finall — Kevin Weil | 73.8% | 0.650 | 0.050 | -0.032 |
| prereq | SEM_012 Nvidia quadrupled chip production output while only doubling — Jensen Huang | 75.0% | 0.650 | 0.050 | -0.023 |
| killer | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | 18.0% | 0.050 | 0.650 | +0.023 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.650 | -0.019 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (7)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_058 | Jury selection begins April 27, 2026 for Musk v OpenAI trial | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | 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 | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK07 | Labor Political Backlash (UBI Mandate / AI Tax) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=HklyjXKYFng",
"mode": "PREDICTION",
"role": "Host",
"context": "There's going to be the lack of hiring in the early for for junior faculty or junior junior positions. That's going to cause the social unrest, right? it is 20some year olds who are you know testosterone want to get a job want to get a house want to get married want to have kids whatever it might be and they can't and there's going to be a lot of pain and suffering that comes from that",
"to_year": 2030,
"verbatim": "There's going to be the lack of hiring in the early for for junior faculty or junior junior positions. That's going to cause the social unrest, right? it is 20some year olds who are you know testosterone want to get a job want to get a house want to get married want to have kids whatever it might be and they can't and there's going to be a lot of pain and suffering",
"conv_cues": "going to cause; going to be",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "near-term future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "ServiceNow CEO publicly warns Gen Z unemployment could hit 30%",
"notes": "HIT — McDermott warned next-couple-years 30% youth unemployment.",
"source": "Fortune: ServiceNow CEO says new college graduate unemployment could reach 30%",
"status": "hit",
"weight": 0.4,
"ordinal": -10,
"source_id": null,
"confidence": 0.99,
"source_url": "https://fortune.com/2026/03/17/servicenow-ceo-bill-mcdermott-gen-z-graduates-face-30-unemployment-next-couple-of-years-ai-takes-over/",
"expected_date": "2026-03-17",
"observed_date": "2026-03-17",
"research_origin": "deep_research",
"measurement_criterion": "ServiceNow CEO Bill McDermott or peer hyperscaler CEO publicly warns of 30%+ youth unemployment from AI"
},
{
"kind": "llm_pre_event",
"label": "AI cuts 16,000 US jobs/month with Gen Z bearing brunt",
"notes": "HIT — Goldman quantified pace; Dallas Fed confirms 13% employment drop in AI-exposed 22-25 cohort since 2022.",
"source": "Fortune: AI cutting 16,000 US jobs a month — Gen Z taking the brunt, Goldman Sachs",
"status": "hit",
"weight": 0.4,
"ordinal": -9,
"source_id": null,
"confidence": 0.95,
"source_url": "https://fortune.com/2026/04/06/ai-tech-displacement-effect-gen-z-16000-jobs-per-month/",
"expected_date": "2026-04-06",
"observed_date": "2026-04-06",
"research_origin": "deep_research",
"measurement_criterion": "Goldman Sachs or peer macro research confirms ~16K monthly AI-driven displacement, disproportionate Gen Z impact"
},
{
"kind": "llm_pre_event",
"label": "58% of 2024-2025 grads still job-seeking; worst grad market since pandemic",
"notes": "HIT — NACE called 2026 worst grad market since pandemic; 58% still seeking first job.",
"source": "Axios: Young people hate today's job market; CNBC: College graduates struggling AI partly to blame",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.92,
"source_url": "https://www.axios.com/2026/04/21/gen-z-jobs-unemployment-college-grads-ai",
"expected_date": "2026-04-21",
"observed_date": "2026-04-21",
"research_origin": "deep_research",
"measurement_criterion": "NACE / Federal Reserve / industry survey confirms majority of recent grads unemployed; 2026 declared worst since pandemic"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
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"weight": 0.5,
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"source_id": "SEM_012",
"expected_date": "2026-04-29",
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},
{
"kind": "prereq",
... (truncated)