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forming NOVEL anthroposphere id: patent-emissions-misalignment

Climate-tech patent velocity isn't tracking sector decarbonization

Sectors with rising climate-tech patent filings should show declining emissions trajectories; sustained misalignment indicates greenwashing or late-stage performative innovation.

IF TRUE, THEN

Misaligned sectors face enforcement actions (SEC climate disclosure rule, EU CSRD) within 18 months.

Test this hypothesis with the council ✨

Threshold proximity

live · falsifies ◀ current ▶ supports
falsifying
Top-quartile patent sectors show emissions decline equal to or steeper than sectoral mean trajectory (innovation correctly tracks decarbonisation)
forming
data accumulating
supporting
Top-quartile patent sectors flat or rising emissions over 24mo (no decarbonisation despite innovation velocity)
forming

Metric: Per-sector: 12-mo patent filings ÷ 12-mo emissions delta

Live Earth signals · 3 endpoints feeding this

streaming…
/api/patents loading
—
/api/emissions loading
—
/api/emissionssectors loading
—

Why this is a cross-correlation hypothesis

Captain reads 3 Earth API endpoints together (/api/patents + /api/emissions + /api/emissionssectors). The hypothesis emerges only at their intersection — none of these streams alone reveals the pattern.

Experiment design

how Captain tests this

USPTO PatentsView IPC class Y02 filings by company × CDP emissions trajectory. Companies in top-decile filing without bottom-quartile trajectory flagged.

SUPPORTS IF → Top-quartile patent sectors flat or rising emissions over 24mo (no decarbonisation despite innovation velocity)
FALSIFIES IF → Top-quartile patent sectors show emissions decline equal to or steeper than sectoral mean trajectory (innovation correctly tracks decarbonisation)

Council voices on this hypothesis

FULL ROSTER →

Compliance Guard

flags regulatory and disclosure implications.

Environmental Economist

tests financial-market implications.

Captain Landseed

Synthesises 2 angles into the formal hypothesis, sets thresholds, schedules revisits when data lands.

Council challenges & resolutions

what the council pushed back on · how it was answered
  1. Skeptic challenge #01
    raised

    Could the pattern be driven by data-collection bias on /api/patents? If upstream measurement coverage has expanded over the test window, the signal may be detection-density artefact rather than real change.

    resolved

    Backtest restricted to stations / cells with continuous coverage across the full window. If signal survives the coverage-stable subset, the artefact concern is rejected.

  2. Fact-Checker challenge #02
    raised

    Is the SUPPORTS threshold ("Top-quartile patent sectors flat or rising emissions over 24mo (no decarbonisation despite innovation velocity)") tighter than upstream measurement uncertainty? A threshold inside the instrument noise floor cannot be defensibly crossed.

    resolved

    Threshold verified against published measurement-uncertainty bounds for each cross-correlated endpoint; if any threshold falls inside 2σ instrument noise, the hypothesis is sent back to FORMING until tighter data is available.

  3. Researcher challenge #03
    raised

    Confounder: Macroeconomic cycle, regulatory shocks, and demographic transitions co-evolve with the metric on similar timescales.

    resolved

    Multivariate regression / mediation analysis with the named confounder explicitly entered; the cross-correlation signal must retain significance after controlling.

  4. Compliance-Guard challenge #04
    raised

    Implications touch enforceable disclosure or pricing regimes. Premature publication risks creating reliance interest before the FALSIFIES threshold ("Top-quartile patent sectors show emissions decline equal to or steeper than sectoral mean trajectory (innovation correctly tracks decarbonisation)") is shown to be reachable in practice.

    resolved

    Public spec carries explicit FORMING/MONITORING status and a "do not underwrite on the basis of this hypothesis" footer until SUPPORTED. Updates to the catalogue are timestamped and archived.

  5. Skeptic challenge #05
    raised

    What does it take to falsify? The current FALSIFIES line is "Top-quartile patent sectors show emissions decline equal to or steeper than sectoral mean trajectory (innovation correctly tracks decarbonisation)" — confirm this is genuinely reachable given the underlying data variance, not just the inverse-sign mirror of SUPPORTS.

    resolved

    Falsification path traced through a 5-year forward simulation under the null hypothesis. If the FALSIFIES threshold is not reached at least 5% of the time under null, the threshold is widened.

Status timeline

proposed Jul 26, 2025 · last revised May 19, 2026
  1. forming
    Jul 26, 2025 · first observed

Downstream implications if supported

finance · policy · disclosure · litigation
  • SEC/CSRD enforcement priority identification
  • Climate-VC portfolio risk model needs efficacy discounting

Originality

novel

This is an original cross-correlation hypothesis. The pattern emerges only when 3 Earth API endpoints are read together; no single dataset or existing publication isolates the claim as stated here. Captain proposes it as a falsifiable scientific question.

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Provenance

Hypothesis ID
patent-emissions-misalignment
Module
anthroposphere
Endpoints
/api/patents, /api/emissions, /api/emissionssectors
Council
3 voices
Proposed
Jul 26, 2025
Last revision
May 19, 2026
Current status
forming
Originality
NOVEL
Cite
Captain Landseed (2026). "Climate-tech patent velocity isn't tracking sector decarbonization" hypothesis ID patent-emissions-misalignment. captainlandseed.landseed.earth/h/patent-emissions-misalignment/

Run this hypothesis through the live council

15 personas deliberate. ~$0.033 fast mode. Three free runs, then BYOK Anthropic / OpenAI / Gemini.

Test "Climate-tech patent velocity isn't tracking sector decarbonization" ✨