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An Independent Decision

By Robert Wescott · October 2026 · Public · Non-canon

Work shoes and an application bag beside a pool, facing three office entrances linked by a red cable. An Independent Decision.
AI-generated illustration of an imagined setting.

The first rejection arrived while Nina was fixing the pool's boiler. Her phone vibrated against the galvanized cover, walked toward the edge and disappeared behind a pipe. By the time she retrieved it, the school district had thanked her for the opportunity to learn more about her background. She wiped a smear of rust from the screen. Somewhere upstairs, thirty children were discovering that a heated swimming pool could become a cold one gradually enough for adults to argue about whether anything had happened.

She had applied for a facilities job. The district wanted someone who could maintain old equipment, manage contractors and explain expensive problems to people who preferred inexpensive explanations. Nina had been doing those things for eleven years at a recreation center scheduled to close in June. On the application she had called herself a building maintenance supervisor, which was what her contract said. At the pool she was the woman people fetched when a noise changed.

The town had paid for an employment-transition service. Its adviser was a pleasant machine called Next Chapter, a name the closing staff had considered optimistic before learning that several of them would be required to purchase additional training. Nina uploaded her résumé and the machine found jobs she had missed, translated her experience into the language of the advertisements and stopped her spending an entire evening answering the same question in six different portals. It also pointed out that she had described repairing a damaged pump as “sorted pool problem.” She accepted that this undersold the achievement.

Within a week she had submitted fourteen applications. Next Chapter recorded this as momentum. The town's transition officer sent a congratulatory email and asked whether she would consent to being included in an anonymized success story. She asked what she had succeeded at. He explained that the program measured engagement as well as outcomes.

Her partner, Owen, began leaving the job advertisements open on the kitchen table rather than sending them to her phone. He drove a delivery route before dawn and fell asleep when he sat down, but he had circled three with a pen. Nina recognized all three. Two had rejected her; the third was considering whether she was suitable to be considered. She thanked him and put the kettle on. He had used the last of his break to print them at the depot.

The replies came from different organizations and sounded different enough to make the first few feel personal. One employer valued her interest. Another admired the breadth of her experience. A university wished her every success in her future endeavors without offering her any of its own. The portals displayed different colors. The assessments asked the same questions.

At the fifth, she recognized the little rotating hexagon that appeared while her video answer was being processed. At the seventh, she recognized the instruction to describe a time she had influenced a stakeholder. She told the story of a roof leak above the electrical cupboard. Next Chapter had helped her explain how she had isolated the area, found a qualified electrician and persuaded the finance committee that the rain would not wait until the next budget meeting. The portal allowed ninety seconds. She ran out while describing the temporary accommodation for the disabled swimming group.

The rejection arrived before she got home.

A month before closure, a man called Colin came to inspect the recreation center for a prospective buyer. He was the operations manager of a chain of fitness clubs, and Nina disliked him until he asked why there were two shutoff valves beside the filter. Most visitors asked whether the wall could be painted. She showed him the valve that worked and the valve the drawing said should work, and he spent fifteen minutes looking at the difference. Before leaving, he asked her to apply for a regional maintenance position.

She told him she already had. He checked his phone, frowned and said he would find out what had happened. For the rest of the afternoon she was careful not to think about it. At home she calculated the journey time twice.

His call came the following evening. The chain used a screening provider called Fieldmark. Fieldmark had assessed her employment history as insufficiently transferable. The district used Fieldmark too, although its portal was called TalentBridge. So did the university, through another service whose website showed people planting a tree. Colin could not see who else had rejected her and did not pretend he could. Nina opened the privacy notices in her application emails. By midnight she had found the same company named in six of them.

Next Chapter offered to help her understand the result. Its explanation was lucid and carefully qualified. A long period at one site could be interpreted as limited exposure to varied operating environments. A supervisory title without responsibility for a large team could weaken the match to management roles. Incomplete employment dates could introduce uncertainty. Nina went through the dates. She had entered every one.

The uncertainty was the eighteen months she had worked three mornings a week while looking after her father. The center had kept her on the books and she had put part-time beside the relevant period. Next Chapter suggested emphasizing the continuity of her employment. She asked whether it could make the boiler-room staircase less steep for the year her father could no longer stand without help. The machine apologized for misunderstanding the request.

Colin arranged an interview anyway. He had to record why he was advancing a candidate outside the recommended group, name the manager who would supervise her and accept responsibility for the additional probationary review. He told her this in the same practical tone in which he discussed travel expenses. She liked him better for not calling it courage.

Then his human-resources director called. The chain had adopted the system after a site manager hired his cousin and the cousin ignored a pressure alarm. They needed a consistent process. Nina agreed that cousins should notice pressure alarms. The director said individual managers could not simply set aside objective criteria whenever they liked someone. Nina had prepared for questions about pumps. She had not prepared to explain why a man who had watched her inspect a plant room knew something about her that a transferable-experience score did not.

They offered a practical assessment at a club forty miles away. It was unpaid, required half a day and conflicted with the final inspection of the recreation center. Owen offered to drive her after his route. She looked at his face and said they would both be asleep before the first junction. She paid for a taxi instead.

At the assessment, a recently installed circulation system kept losing pressure. Nina checked the intake, asked for the service history and found a valve fitted against the direction shown in the installation photograph. She did not repair it. She isolated the equipment, explained what she suspected and asked the club's contractor to confirm it. The contractor confirmed it. Colin watched her write down what she had done and what she had not checked. The human-resources director asked whether the exercise could be repeated with the other finalists.

“There should be an exercise,” Nina said. “And you should pay them.”

She was still angry enough to say it after imagining what it might cost her.

The offer arrived three days later. It was six months, subject to an extended review, with no payment for travel between sites until the end of probation. She asked for the travel clause to be changed and a date for the review to be put in writing. Colin changed the first. On the second he managed a promise to request a date. She accepted because she needed the job, then cried in the car park because needing it had made the decision look so much like gratitude.

On the recreation center's last Friday, she took the boiler readings for the final time. The building would be empty on Monday, but the pipes still needed protecting until the sale. A woman from the swimming group waited by the door with a tin of biscuits. She wanted to know where Nina was going. When Nina told her, the woman said they were lucky to get her. Nina carried the tin into the plant room and sat on an upturned bucket until she could trust herself to answer the remaining emails.

The town's transition officer had sent another consent form. Next Chapter had found her a job. He had already drafted the paragraph: a difficult period, new skills, the confidence to embrace change. Nina removed the sentences about confidence and added the taxi fare, the unpaid assessment and Colin's name. She attached the revised version and said they could use that.

He replied that the case studies followed a standard format. She put his message aside and began labeling the keys for the person who would inspect the empty building. There were seventeen, of which four still opened something. Each needed an explanation. Upstairs, the front-door lock clicked as another visitor tried it, and she went to let them in.

The novel

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Sources & Record

Source notes checked October 15, 2026. Nina, Next Chapter, Fieldmark, the employers and every hiring outcome are invented. This is not a report about a real screening vendor.

  1. Algorithmic Monoculture and Social Welfare

    Jon Kleinberg and Manish Raghavan · 2021 · published in PNAS

    A theoretical model shows how shared algorithmic decision-making can reduce collective decision quality even when a tool improves an individual decision-maker’s accuracy. It supplies the story’s structural question, not evidence about Nina or a particular employer.

This is a modeling result, not a measured rejection rate for current hiring services. The story’s video assessment, work-history signals, vendor overlap, exception procedure and practical test are fictional. A shared provider alone does not prove that a particular rejection was wrong.