Rapid inflation in near-term from UBI money printing, then rapid deflation from AI/robotics
Predictor: Peter Diamandis · ep#236 "Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236" · source
Prediction text
Rapid inflation in near-term from UBI money printing, then rapid deflation from AI/robotics | we're going to see rapid inflation uh and then rapid uh deinflation as the cost of things begin to drop towards zero. the rapid inflation in the near term is going to come from the government just printing money uh around the whole UBI side.
Verbatim quote
we're going to see rapid inflation uh and then rapid uh deinflation as the cost of things begin to drop towards zero. the rapid inflation in the near term is going to come from the government just printing money uh around the whole UBI side.
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
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Reference class
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Probability over time
Milestone chain
- 2026-06-01 → 2028-06-30pendingUS CPI peaks at >=5% YoY before sustained decline below 2%How: BLS CPI-U YoY reading exceeds 5% for >=2 consecutive months between Jun 2026 and end of 2027, then drops sustained below 2% YoY by mid-2028 ('rapid inflation then rapid deflation' shape)Source: Mar 2026 CPI 3.30% (rising); Diamandis claim requires UBI-driven spike then AI-productivity collapseconf 20%Notes: Both halves must occur in window for thesis hit; 0.20 reflects both-tails compound probability.
- 2026-06-01 → 2028-06-30pendingFederal UBI/cash-transfer enacted at scale >=$500B/yearHow: US federal legislation enacts cash-transfer program (UBI, expanded EITC, child allowance, etc.) with annual outlay >=$500B (vs Yang's $2.8T full proposal); CBO score requiredSource: Diamandis cites 'government just printing money around UBI side' as inflation cause; without enactment thesis failsconf 10%Notes: Necessary condition for inflation half of claim; very low probability per government-gridlock pattern.
- 2026-09-01 → 2028-03-31pendingMoney-supply growth (M2) acceleration >=10% YoYHow: Fed H.6 release shows M2 YoY growth >=10% for 2+ consecutive months, signaling 'money printing' mechanism Diamandis citesSource: Fed M2 series is direct test of money-printing; current growth ~2-4%conf 20%
- 2027-01-01 → 2028-06-30pendingAI-driven goods deflation observable in tradable goods CPI subcomponentHow: BLS CPI core goods (durables) subcomponent shows -2% or steeper YoY decline for 6+ consecutive months, attributed by Fed research papers to AI/automation productivity gainsSource: RBC + Deloitte forecasts: AI productivity gains expected to show in 2027 data; goods deflation is leading signalconf 40%
- 2027-01-01 → 2028-06-30pendingRobotics-driven labor cost decline: humanoid+industrial robot deployment >=500K units cumulative USHow: International Federation of Robotics annual World Robotics report shows cumulative US robotics deployment (humanoid + industrial) reach 500K units 2026-2028, supporting cost-of-things-toward-zero mechanismSource: Diamandis ties deflation to robotics; IFR is canonical trackerconf 35%
No downstream cascades — this prediction is a leaf in the dependency graph.
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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 |
|---|---|---|---|---|---|
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.600 | -0.063 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.600 | -0.036 |
| killer | TK10 $100T Sovereign Debt Crisis | 12.0% | 0.050 | 0.600 | +0.036 |
| killer | TK08 Humanoid Capital Collapse (Figure/Apptronik Flop) | 22.0% | 0.050 | 0.600 | -0.019 |
| killer | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | 18.0% | 0.050 | 0.600 | +0.003 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (7)
Prerequisites (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK08 | Humanoid Capital Collapse (Figure/Apptronik Flop) | — | — |
| killer | TK07 | Labor Political Backlash (UBI Mandate / AI Tax) | — | — |
| killer | TK10 | $100T Sovereign Debt Crisis | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (10)
Raw metadata
{
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"url": "https://www.youtube.com/watch?v=toE56X2h0wk",
"mode": "PREDICTION",
"role": "Host",
"context": "we're going to see rapid inflation uh and then rapid uh deinflation as the cost of things begin to drop towards zero. the rapid inflation in the near term is going to come from the government just printing money uh around the whole UBI side. I mean I don't know if you agree with that uh Andrew in terms of this cycle right we basically have a ton of money being printed like we did during co and then as AI and robotics come in and provide over supply of product and services the prices begin to drop dramatically.",
"to_year": 2030,
"verbatim": "we're going to see rapid inflation uh and then rapid uh deinflation as the cost of things begin to drop towards zero. the rapid inflation in the near term is going to come from the government just printing money uh around the whole UBI side.",
"conv_cues": "going to see",
"direction": "MIXED",
"from_year": 2026,
"timeframe": "Near-term",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "US CPI peaks at >=5% YoY before sustained decline below 2%",
"notes": "Both halves must occur in window for thesis hit; 0.20 reflects both-tails compound probability.",
"source": "Mar 2026 CPI 3.30% (rising); Diamandis claim requires UBI-driven spike then AI-productivity collapse",
"status": "pending",
"weight": 0.4,
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"source_url": "https://www.bls.gov/news.release/pdf/cpi.pdf",
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{
"kind": "llm_pre_event",
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"source": "Diamandis cites 'government just printing money around UBI side' as inflation cause; without enactment thesis fails",
"status": "pending",
"weight": 0.4,
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"source_id": null,
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"source_url": "https://taxfoundation.org/blog/andrew-yang-value-added-tax-universal-basic-income/",
"expected_date": "2027-06-16",
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"expected_date_range": {
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{
"kind": "llm_pre_event",
"label": "Money-supply growth (M2) acceleration >=10% YoY",
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"status": "pending",
"weight": 0.4,
"ordinal": -3,
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"confidence": 0.2,
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"expected_date_range": {
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"measurement_criterion": "Fed H.6 release shows M2 YoY growth >=10% for 2+ consecutive months, signaling 'money printing' mechanism Diamandis cites"
},
{
"kind": "llm_pre_event",
"label": "AI-driven goods deflation observable in tradable goods CPI subcomponent",
"source": "RBC + Deloitte forecasts: AI productivity gains expected to show in 2027 data; goods deflation is leading signal",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"co
... (truncated)