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A calmer way to manage peak electricity demand

A fictional pilot shows both a promising result and why the denominator matters.

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Evidence for Introduction

The fictional Riverlight cooperative reports a 12 percent reduction in measured peak demand.

Evidence for Important qualification
Evidence for Peak demand chart

What changed during the pilot?

What changed during the pilot?bar chart of pilot_peak_kw by period, 6 values from 87 to 90.022.504567.5090week-1: 90week-2: 88week-3: 89week-4: 88week-5: 87week-6: 88week-1week-2week-3week-4week-5week-6

Measured peak demand was lower in the pilot window.

The comparison window excluded an outage week, so the baseline is disputed.

As of 2026-07-15T00:00:00.000Z. Source: data package data-riverlight.

View the data as a table
Data behind: What changed during the pilot?
periodpilot_peak_kw
week-190
week-288
week-389
week-488
week-587
week-688
Evidence for Correction

Sources and evidence

How we know

The short version first: what is claimed, how firmly, and what would change it. The full claim-by-claim and source-by-source record follows below.

  • The fictional Riverlight retrofit reduced peak demand by 12 percent in the measured pilot.

    Source identity

    Status
    supported
    Supporting sources
    1
    Recency
    Not recorded for this claim.
    Confidence
    0.92
    Uncertainty
    0.08
  • The fictional 12 percent result is disputed because the comparison window excluded an outage week.

    Source identity

    Status
    disputed
    Supporting sources
    1
    Recency
    Not recorded for this claim.
    Confidence
    0.8
    Uncertainty
    0.2

What would change this: a correction to any supporting source or a failed re-verification. Corrections are public on the story's correction record. Correction history

Full forensic record

Sources

Every source this article draws on, the claims it supports, and the exact passage each claim rests on.

Inspect the evidence

  1. Riverlight pilot brief (Riverlight Cooperative)

    Riverlight pilot brief

    Cited passage

    The fictional Riverlight retrofit reduced peak demand by 12 percent in the measured pilot.

    Selector: text 0–83 Hash: sha256:5555555555555555555555555555555555555555555555555555555555555555
    Source signals
    Directness0.9
    Independence0.4
    Recency0.9
    Subject matter competence0.8
    Methodology transparency0.7
    Correction history0.7
    Corroboration0.5
    Conflict of interest0.5
    Authenticity0.9
    Retrieval integrity1
    Rights
    Disclosurefull no-rights-record
    Claim
    ClaimRelationStrengthVerified
    The fictional Riverlight retrofit reduced peak demand by 12 percent in the measured pilot.supportsdirect
    The fictional 12 percent result is disputed because the comparison window excluded an outage week.contradictsmoderate
  2. Riverlight comparison-window review (Synthetic Review Desk)

    Riverlight comparison-window review

    Cited passage

    The fictional 12 percent result is disputed because the comparison window excluded an outage week.

    Selector: text 0–88 Hash: sha256:6666666666666666666666666666666666666666666666666666666666666666
    Source signals
    Directness0.8
    Independence0.8
    Recency0.8
    Subject matter competence0.8
    Methodology transparency0.8
    Correction history0.8
    Corroboration0.7
    Conflict of interest0.9
    Authenticity0.9
    Retrieval integrity1
    Rights
    Disclosurefull no-rights-record
    Claim
    ClaimRelationStrengthVerified
    The fictional 12 percent result is disputed because the comparison window excluded an outage week.supportsdirect
Citations

Correction history

Every published revision of this article, newest first. Each entry links to the exact bytes that were published under it.

  1. Revision 1 Current revision

    A calmer way to manage peak electricity demand

    • correction-001

    What changed

    1. Correction

      The comparison window was described incorrectly in the first draft.

      • Correction reference correction-001
      • Revision 0

    Read this revision exactly as published

  2. Revision 0

    This revision number is referenced by the record but is no longer retained, so it cannot be served.

This record is append-only. A revision is never edited or removed once published; a correction adds a new revision and both remain readable.

Correction history

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