'Idea Guys' vindication — because AI handles rote execution of complex engineering and software tasks, human vision and imagination become the only remaining scarcity in the economy; imagination replaces coding skill as the premium professional currency.
Predictor: Sam Altman
Prediction text
'Idea Guys' vindication — because AI handles rote execution of complex engineering and software tasks, human vision and imagination become the only remaining scarcity in the economy; imagination replaces coding skill as the premium professional currency. | First publicly-reported premium for "imagination" roles
Key catalyst: First publicly-reported premium for "imagination" roles
Watch events: Prompt-engineer / AI-orchestrator salary data
Resolution evidence
Vibe-coding, prompt-engineering, AI-orchestrator roles emerging as premium positions 2024-2026; taste/vision cited by OpenAI/Anthropic as key capability.
Predictor: Sam Altman
Calibration plot (stated vs observed)
Evidence about this node from Sam Altman 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
- 2026-03-12hitSam Altman publicly comments on AI's labor-capital balance shiftHow: Sam Altman publicly acknowledges AI is shifting labor-capital balance, 'painful adjustment' lies aheadSource: Fortune — Sam Altman admits AI is killing the labor-capital balance (March 12, 2026)conf 99%Notes: HIT — Altman explicitly framed labor reckoning. Sets up market for 'imagination scarcity' premium thesis.
- 2026-04-01 → 2026-12-31pendingAI 'figures out novel insights' (Altman 2026 prediction)How: Public AI system (GPT-5, Claude Opus 5, Gemini 3, peer) demonstrates discovery of novel scientific insight not present in training data — peer-reviewed publication or major lab announcementSource: Sam Altman blog — The Gentle Singularityconf 50%Notes: Altman predicted 2026 = year of novel-insight AI. If hits, validates 'imagination becomes scarce' framing because rote ideation is also automated.
- 2026-11-15pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-06-30pendingWage premium for AI-augmented creative roles documentedHow: Industry compensation report (Levels.fyi, Lightcast, BLS, McKinsey) shows ≥30% wage premium for product/creative/strategy roles vs pure-execution coding roles, controlled for senioritySource: Anticipated — Levels.fyi compensation reports, Lightcast labor market dataconf 55%Notes: Direct evidence of Altman's 'imagination as scarcity' thesis would require empirical compensation data.
- 2026-04-01 → 2027-12-31pendingFAANG / frontier AI labs explicitly hire 'product taste' / 'vision' roles at premiumHow: Anthropic, OpenAI, Google, or Meta publicly creates and posts 'Chief Product Visionary' or 'Imagination Lead' roles at staff/director levels with ≥$500K baseSource: Anticipated — public job listings, industry coverageconf 50%
- 2027-09-29pendingQ2 window check-in (50%)
- 2028-08-12pendingQ3 window check-in (75%)
- 2028-06-01 → 2029-06-30pendingCognitive capacity in data centers eclipses human cognition (Altman late-2028 projection)How: Independent benchmark study (NIST, AIIDE, Stanford AI Index) confirms aggregate AI compute exceeds aggregate human cognitive capacity globallySource: Sam Altman blog — Gentle Singularityconf 40%Notes: Cascade — far-out anchor. If hits, intensifies 'idea guys' premium dramatically.
No downstream cascades — this prediction is a leaf in the dependency graph.
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 |
|---|---|---|---|---|---|
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.550 | -0.065 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.550 | -0.040 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.035 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.550 | +0.010 |
| killer | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | 18.0% | 0.050 | 0.550 | -0.005 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (6)
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 | TK07 | Labor Political Backlash (UBI Mandate / AI Tax) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.711 | arxiv | Human-Provenance Verification should be Treated as Labor Infrastructure in AI-Saturated Markets | — | mentions | pending | 2026-05-04 |
Raw metadata
{
"nia": false,
"mode": "FORECAST",
"role": "Cited-CEO",
"context": "Distinct from AI_001 (ASI 2030), SPC_023 (2030-2036 roadmap), SPC_024 (Gen Alpha space). Specific imagination-scarcity thesis.",
"to_year": 2030,
"conv_cues": "CEO FIRST_PERSON; coined framing",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "2026-2030",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "Sam Altman publicly comments on AI's labor-capital balance shift",
"notes": "HIT — Altman explicitly framed labor reckoning. Sets up market for 'imagination scarcity' premium thesis.",
"source": "Fortune — Sam Altman admits AI is killing the labor-capital balance (March 12, 2026)",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.99,
"source_url": "https://fortune.com/2026/03/12/sam-altman-ai-labor-capital-jobs-nobody-knows/",
"expected_date": "2026-03-12",
"observed_date": "2026-03-12",
"research_origin": "deep_research",
"measurement_criterion": "Sam Altman publicly acknowledges AI is shifting labor-capital balance, 'painful adjustment' lies ahead"
},
{
"kind": "llm_pre_event",
"label": "AI 'figures out novel insights' (Altman 2026 prediction)",
"notes": "Altman predicted 2026 = year of novel-insight AI. If hits, validates 'imagination becomes scarce' framing because rote ideation is also automated.",
"source": "Sam Altman blog — The Gentle Singularity",
"status": "pending",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.5,
"source_url": "https://blog.samaltman.com/the-gentle-singularity",
"expected_date": "2026-08-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2026-12-31",
"from": "2026-04-01"
},
"measurement_criterion": "Public AI system (GPT-5, Claude Opus 5, Gemini 3, peer) demonstrates discovery of novel scientific insight not present in training data — peer-reviewed publication or major lab announcement"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -6,
"source_id": null,
"expected_date": "2026-11-15",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Wage premium for AI-augmented creative roles documented",
"notes": "Direct evidence of Altman's 'imagination as scarcity' thesis would require empirical compensation data.",
"source": "Anticipated — Levels.fyi compensation reports, Lightcast labor market data",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.55,
"expected_date": "2026-12-15",
"research_origin": "training",
"expected_date_range": {
"to": "2027-06-30",
"from": "2026-06-01"
},
"measurement_criterion": "Industry compensation report (Levels.fyi, Lightcast, BLS, McKinsey) shows ≥30% wage premium for product/creative/strategy roles vs pure-execution coding roles, controlled for seniority"
},
{
"kind": "llm_pre_event",
"label": "FAANG / frontier AI labs explicitly hire 'product taste' / 'vision' roles at premium",
"source": "Anticipated — public job listings, industry coverage",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.5,
"expected_date": "2027-02-14",
"research_origin": "training",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-04-01"
},
"measurement_criterion": "Anthropic, OpenAI, Google, or Meta publicly creates and posts 'Chief Product Visionary' or 'Imagination Lead' roles at staff/director levels with ≥$500K base"
},
{
"kind": "quartile_checkpoint",
"lab
... (truncated)