Post-capitalist society with zero marginal cost approaching.
Predictor: Peter Diamandis · ep#246 "SpaceX Goes Public, Claude's Mythos Release, and the US Data Center Delay | EP #246" · source
Prediction text
Post-capitalist society with zero marginal cost approaching. | we do enter a postc capitalist society. Hate to say it, um but you know, that's ultimate abundance.
Verbatim quote
we do enter a postc capitalist society. Hate to say it, um but you know, that's ultimate abundance.
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
- 2026-05-01 → 2026-12-31pendingSam Altman / Dario Amodei / Demis Hassabis publicly endorse zero-marginal-cost framingHow: Frontier-lab CEO essay, podcast, or congressional testimony explicitly framing AI economy as zero-marginal-cost or post-scarcitySource: The Waves: AI and Economic Abundance (Feb 2026)conf 60%
- 2026-05-01 → 2026-12-31pendingCost-of-intelligence per token falls 10x year-over-yearHow: Frontier API price per million tokens drops >=10x vs Apr 2025 baseline; tracked via OpenRouter / Artificial AnalysisSource: Standard frontier-lab price-cuts cadence; key proxy for 'zero marginal cost'conf 70%
- 2026-05-01 → 2026-12-31pendingMainstream-economist counter-argument published (Krugman / Acemoglu / Summers)How: NYT op-ed, NBER paper, or Brookings essay by recognized economist disputing zero-marginal-cost / post-capitalist framingSource: yesigiveafig.com 'Post-Capitalism is Dead' counter-essay 2026conf 70%
- 2026-06-01 → 2026-12-31pendingMajor AI service rolls out free unlimited tier to >100M usersHow: OpenAI, Google, Anthropic, or Meta announces free unlimited frontier-tier consumer access tied directly to abundance/zero-marginal-cost narrativeSource: Diamandis Apr 11 2026 Moonshots Ep 246conf 40%
- 2026-05-01 → 2027-06-30pendingEnergy / compute scarcity contradicts 'zero marginal cost' narrativeHow: Multiple frontier-lab outages, GPU rationing, or grid-driven price hikes >=2x make zero-marginal-cost rhetoric look premature; tracked via FT / WSJSource: CNN Apr 23 2026: 'we have run out of headroom' US gridconf 70%
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 | S_RECESSION_2026 NBER recession declared 2026 | 20.0% | 0.600 | 0.050 | -0.286 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.099 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.071 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.600 | +0.044 |
| prereq | 238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross | 78.1% | 0.600 | 0.050 | +0.029 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.043 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.036 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.030 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.019 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.018 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (9)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| 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 | 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 | — |
| prereq | S_RECESSION_2026 | NBER recession declared 2026 | macro_recession | — |
| 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 | — |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=cFI-SqnvQK8",
"mode": "PROPHECY",
"role": "Host",
"context": "we do enter a postc capitalist society. Hate to say it, um but you know, that's ultimate abundance.",
"verbatim": "we do enter a postc capitalist society. Hate to say it, um but you know, that's ultimate abundance.",
"direction": "HAPPEN",
"timeframe": "Long-term",
"conv_level": "MEDIUM",
"milestones": [
{
"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": -9,
"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": -8,
"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",
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"ordinal": -7,
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},
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
"ordinal": -6,
"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
"status": "hit",
"weight": 0.5,
"ordinal": -5,
"source_id": "235_038",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "llm_pre_event",
"label": "Sam Altman / Dario Amodei / Demis Hassabis publicly endorse zero-marginal-cost framing",
"source": "The Waves: AI and Economic Abundance (Feb 2026)",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.6,
"source_url": "https://www.the-waves.org/2026/02/13/ai-and-economic-abundance-beyond-the-hype/",
"expected_date": "2026-08-31",
"research_origin": "training",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-05-01"
},
"measurement_criterion": "Frontier-lab CEO essay, podcast, or congressional testimony explicitly framing AI economy as zero-marginal-cost or post-scarcity"
},
{
"kind": "llm_pre_event",
"label": "Cost-of-intelligence per token falls 10x year-over-year",
"source": "Standard frontier-lab price-cuts cadence; key proxy for 'zero marginal cost'",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.7,
"expected_date": "2026-08-31",
"research_origin": "training",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-05-01"
},
"measurement_criterion": "Frontier API price per million tokens drops >=10x vs Apr 2025 baseline; tracked via OpenRouter / Artificial Analysis"
},
{
"kind": "llm_pre_event",
"label": "Mainstream-economist counter-argument published (Krugman / Acemoglu / Summers)",
"source": "yesigiveafig.com 'Post-Capitalism is Dead' counter-essay 2026",
"status": "pending",
"weight": 0.4,
"ordinal": -2,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.yesigiveafig.com/p/post-capitalism-is-dead-long-live",
"expected_date": "2026-08-31",
"research_origin": "training",
"expected_date_range": {
... (truncated)