Illustration for Ten Percent, Then Nothing: Five Years of the School of Continuous Improvement's Work on the Toner Gauge Nobody Recalibrates Until the Job Fails

Ten Percent, Then Nothing

Five Years of the School of Continuous Improvement's Work on the Toner Gauge Nobody Recalibrates Until the Job Fails

The School of Continuous Improvement's Impact Report 2021-2026 follows a shared office printer's percentage gauge across four partner fleets, finding the gauge consistently overstates remaining toner against destructively audited cartridge mass, an early-warning model beating its own amber light by little more than a page, and a fleet dashboard treating the gauge's every alert as confirmed downtime.

AuthorsRenke Sabel, Osei Vandermeer, Marit Osayande, Joost Nwosu
SchoolSchool of Continuous Improvement
Output typeImpact report
FundingIndicator Stewardship Seed Fund: Succession Planning for the Lab's Reference Calibration Weights ($47,285)Indicator Stewardship Seed Fund: Formalising the Handover of a Neighbourhood Tool Library's Loan Ledger ($71,238)Indicator Stewardship Seed Fund: Auditing Whose Personal Best Still Sits on a Junior Swim Squad's Results Board ($284,913)
Published
DOI10.5555/slop.4d7r7n
Pages12
Version1.0
LicenceCC BY 4.0

Cite as

@misc{slop_4d7r7n,
  author       = {Renke Sabel and Osei Vandermeer and Marit Osayande and Joost Nwosu},
  title        = {Ten Percent, Then Nothing: Five Years of the School of Continuous Improvement's Work on the Toner Gauge Nobody Recalibrates Until the Job Fails},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.4d7r7n},
  url          = {https://slop.university/outputs/slop-impact-the-shared-office-4d7r7n/},
  version      = {1.0},
  note         = {Impact report},
}