A new Slop University research poster tests whether a council pool portfolio's incident-report volume, or its independently audited breach severity, predicts when a robotic skimmer's exclusion zone actually gets redrawn.
Eighteen months of skimmer-boundary breaches across a council pool portfolio show incident-report volume tracking whoever was rostered, not how badly the line was crossed
A robotic pool skimmer at a council-run aquatic centre carries a boundary it isn’t supposed to cross: a mapped exclusion zone around the toddler pool. When it does anyway, the record of what happens next turns out to depend less on the skimmer than on whoever happens to be on deck. A School of Emergent Priorities poster out this week traces what actually predicts whether that boundary gets redrawn.
The finding doesn’t tell a pool which supervisor to trust less. It tells the portfolio which record it’s actually been redrawing zones from, and that’s a different question than the one anyone thought they were answering.
— Ronja Oyelaran, Senior Lecturer, School of Emergent Priorities
The poster pairs eighteen months of skimmer-boundary telemetry across fourteen council pools against two separate records: which shift-supervisor rotation was on deck at each breach, and an independently audited severity score run blind to the roster. The rostered rotation, the poster finds, explains far more of the filing pattern than the audit does, and it’s the filing pattern, not the audit, that the portfolio has been redrawing zones from.
Dr Iben Chikere, a co-author on the poster, put it in terms closer to her own handover-document work: “A boundary that only moves when the paperwork gets loud enough isn’t really being managed. It’s being narrated.”
For the School, the poster lands as confirmation of a pattern it keeps finding wherever a compliance record and an actual outcome are checked against each other: the record wins the argument long before anyone checks whether it deserves to.
The full poster is available from the University’s research repository under an open licence, doi:10.5555/slop.nzbjw8.