Runaway economic feedback loop 2026-2031: cheaper renewable energy incentivizes wider adoption, increases global manufacturing volumes, drives prices down further along Wright's curve. Political independence means energy transition continues regardless...
Predictor: Ramez Naam
Prediction text
Runaway economic feedback loop 2026-2031: cheaper renewable energy incentivizes wider adoption, increases global manufacturing volumes, drives prices down further along Wright's curve. Political independence means energy transition continues regardless of policy reversals — underlying manufacturing efficiencies of silicon wafers and battery chemistries have officially decoupled energy transition from political sentiment. | Next major policy reversal without deployment slowdown
Key catalyst: Next major policy reversal without deployment slowdown
Watch events: Solar + battery deployment under political policy reversals
Resolution evidence
Solar + battery deployment continuing through Trump IRA rollback uncertainty 2025-2026; BNEF confirms underlying economics dominant.
Predictor: Ramez Naam
Evidence about this node from Ramez Naam 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
- 2027-01-26pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-12-31pendingGlobal solar+battery 4-hour LCOE falls below $50/MWh benchmarkHow: BloombergNEF LCOE 2026 or 2027 report records global benchmark for solar+4hr storage falling below $50/MWh (vs. $78/MWh for stand-alone batteries in 2025)Source: deep_research_enrichedconf 65%
- 2026-06-01 → 2028-12-31pendingMajor US/EU policy reversal on clean-tech tax credits without deployment slowdownHow: IRA, EU Green Deal, or peer mechanism faces material rollback while documented YoY deployment of utility-scale solar+storage continues to growSource: deep_research_enrichedconf 65%
- 2026-12-01 → 2028-12-31pendingChina solar manufacturing capacity exceeds 1,500 GW/yrHow: BloombergNEF, IEA, or PVInfoLink confirms Chinese nameplate solar module capacity >=1,500 GW/yr (vs. 1,200 GW/yr in 2025)Source: deep_research_enrichedconf 70%
- 2026-12-01 → 2028-12-31pendingChina clean-energy share of new generation crosses 60%How: China NEA / NDRC data confirms clean energy >=60% of new electricity generation capacity additions in calendar yearSource: deep_research_enrichedconf 85%
- 2028-02-21pendingQ2 window check-in (50%)
- 2027-12-01 → 2029-12-31pendingGlobal annual solar deployment exceeds 800 GWHow: IEA or BNEF annual report records >=800 GW of new solar PV installations in a calendar year (vs. ~600 GW estimated 2025)Source: deep_research_enrichedconf 55%
- 2029-03-18pendingQ3 window check-in (75%)
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 |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.750 | -0.018 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (19)
Prerequisites (2)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | S_COMPUTE_STARGATE_FAILURE | Stargate failure: <500MW by 2029 | compute_scale | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | partial | thesis_timeline_v1.0_import | Solar + battery deployment continuing through Trump IRA rollback uncertainty 2025-2026; BNEF confirms underlying economics dominant. |
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.638 | arxiv | Will the Carbon Border Adjustment Mechanism Impact European Electricity Prices? A GNN-Based Network Analysis | — | mentions | pending | 2026-05-05 |
| 0.603 | manifold | Will Trump restart Project Freedom by May 31? [Polymarket] | 38% | mentions | pending | 2026-05-13 |
| 0.553 | polymarket | Will the UAE leave the Gulf Cooperation Council by April 30, 2026? | 0% | mentions | pending | 2026-04-28 |
Raw metadata
{
"nia": false,
"mode": "FORECAST",
"role": "Cited-Other",
"context": "Fifth Naam entry. Specific compounding-feedback-loop mechanism framing. Couples with INF_063 (battery storage negative power prices), FUT_012 (grid parity).",
"to_year": 2031,
"conv_cues": "specific mechanism framing; political-decoupling claim",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "2026-2031",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -9,
"source_id": null,
"expected_date": "2027-01-26",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Global solar+battery 4-hour LCOE falls below $50/MWh benchmark",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.65,
"source_url": "https://about.bnef.com/insights/clean-energy/battery-storage-costs-hit-record-lows-as-costs-of-other-clean-power-technologies-increased-bloombergnef/",
"expected_date": "2027-03-17",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "BloombergNEF LCOE 2026 or 2027 report records global benchmark for solar+4hr storage falling below $50/MWh (vs. $78/MWh for stand-alone batteries in 2025)"
},
{
"kind": "llm_pre_event",
"label": "Major US/EU policy reversal on clean-tech tax credits without deployment slowdown",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -7,
"source_id": null,
"confidence": 0.65,
"expected_date": "2027-09-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "IRA, EU Green Deal, or peer mechanism faces material rollback while documented YoY deployment of utility-scale solar+storage continues to grow"
},
{
"kind": "llm_pre_event",
"label": "China solar manufacturing capacity exceeds 1,500 GW/yr",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.7,
"source_url": "https://www.dnv.com/energy-transition-outlook/2025/greater-china/",
"expected_date": "2027-12-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-12-01"
},
"measurement_criterion": "BloombergNEF, IEA, or PVInfoLink confirms Chinese nameplate solar module capacity >=1,500 GW/yr (vs. 1,200 GW/yr in 2025)"
},
{
"kind": "llm_pre_event",
"label": "China clean-energy share of new generation crosses 60%",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.85,
"expected_date": "2027-12-16",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-12-01"
},
"measurement_criterion": "China NEA / NDRC data confirms clean energy >=60% of new electricity generation capacity additions in calendar year"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -4,
"source_id": null,
"expected_date": "2028-02-21",
"observed_date": null
},
{
"kind": "llm_post_event",
"label": "Global annual solar deployment exceeds 800 GW",
"source": "deep_research_enriched",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.55,
... (truncated)