A Sovereign Mercy reader extra
The Stupidest Generation

Miriam Vale had twenty-three students outside before the drill marshal finished his first circuit. The trouble was the twenty-fourth, who stood beneath the exit sign asking whether she wanted him to follow the evacuation route or the route on his wrist. Daniel had received both. The building alarm sent him toward the rear courtyard; his tutor still showed the assembly point used during the previous term. He had noticed the discrepancy while everyone else walked past it. Miriam took him through the rear door and told the marshal what had happened, including the part about Daniel noticing. By lunchtime, the incident summary described a learner unable to act without personalized support. Her name appeared beneath it as the reporting instructor.
She corrected the summary. The tutor had not locked a door or instructed Daniel to remain in danger. It had displayed an old plan from the school materials it was allowed to read, and he had waited for someone to settle which instruction counted. The emergency system had worked. So had the boy's ability to recognize conflicting evidence. What had failed occupied the space between those two successes, which was difficult to fit into the district's menu of reportable events.
At seventeen, Daniel could follow mathematics Miriam had last understood while studying for an examination she no longer remembered taking. His tutor had helped him through a year when his mother worked nights and he missed classes to get his younger brother to school. It could explain the same problem six ways without becoming tired or implying that the fifth explanation ought to have been enough. Miriam had watched him return to school with work he could discuss, defend and improve. She would not have taken that away from him for the pleasure of proving she remembered how classrooms used to operate.
The school had authorized the tutoring service to read assignments, assess practice work and recommend the next lesson. Teachers still approved grades and placements. Families could turn off the personal service; almost none did, because the ordinary timetable now assumed its help. Daniel had enabled automatic suggestions after a bad month in which he fell behind. A new exercise, a revision prompt and a proposed answer structure arrived before he had to decide what to do next. He was completing more work. He also began asking Miriam whether a task was ready to start when the paper was already on his desk.
For the next assessment she gave the class a town with an unsafe bridge. The engineering reports were complete enough to make several repairs defensible and incomplete enough to make none comfortable. Students could use their tutors to prepare, but each had to sign a recommendation and defend it in person. Daniel chose a temporary crossing that preserved access for residents who could not manage the detour. His drawings accounted for gradients, delivery vehicles and the school bus. Miriam asked why he preferred it to the cheaper option, and he showed her the households that would otherwise lose practical access to the clinic.
She should have let him finish. Instead she added a hypothetical death elsewhere, caused by diverting the repair money, and asked whether he would change his answer. Daniel requested the underlying estimate. She said there was no estimate. He asked how she knew the death followed from the spending, and she heard impatience in his voice where she had expected uncertainty. Around them, the other students waited to discover which of them was permitted to demand evidence.
“If you want me to guess what you believe, put that in the assignment,” he said. He gathered his drawings carefully enough to make her wait for every sheet.
That afternoon she apologized in front of the class. She had introduced a consequence she could not support, then treated his objection as a deficiency. He accepted the apology without helping her feel better about it. When she asked him to remain afterward, he stood beside the open door. She told him his proposal had earned its grade and asked whether he had another reason for choosing it. He said his grandmother used a chair, then looked irritated with himself for supplying the sort of answer she had been trying to extract. The tutor had helped him calculate the ramp. It had not supplied his grandmother.
The following Monday, Miriam put water, cardboard, dowels and string on the tables. The assignment was to raise water from one basin to another without an electric pump. There was no grade for forty minutes. They could work together, consult the books on the side table or ask for tools. Personal hints were paused with the students' agreement; the school's accessibility aids remained available. Daniel checked that distinction before he joined a group. Miriam wrote it on the board, where everyone could see what she had promised.
He made a wheel with cups around its edge. It shed water across the floor and refused to turn once the cups filled. Another student held the frame while he moved the axle. They disagreed about whether the weight helped or hindered rotation, then discovered that the cardboard had become too soft for either theory to matter. Daniel asked whether he could stay through lunch. Miriam had playground duty, so she carried the basins into the courtyard and ate beside them while he rebuilt the frame from packaging she had meant to recycle.
At the end of the pause, his tutor resumed. He had left automatic suggestions enabled, and the notes he uploaded brought back a working design with measured parts and a fabrication file. He watched the demonstration twice. It solved the leak and the axle problem. Then he put his wet model in the bin. Miriam started to object, but he was already asking the laboratory assistant whether the school could print the replacement before Thursday's exhibition. His brother was coming. He wanted to show him something that worked.
The printed wheel was excellent. Children turned the handle and watched water climb. Daniel could explain the load and calculate the volume raised per rotation; when one cup loosened, he stopped the demonstration and repaired it. Miriam stood beside the display while a parent praised the speed at which students now learned. She agreed. In the bin behind the laboratory, the cardboard wheel had dried with its cups folded inward. She left it there. It belonged to Daniel, including his decision to throw it away.
Her proposal for a weekly practical workshop reached Celia Hart, the district's instructional director, with a photograph of both wheels. Celia had spent years finding money for pupils whose families could not purchase extra help. She asked which students would lose a supported lesson to attend Miriam's workshop. Miriam said she wanted an additional period. Celia slid the staffing sheet across the desk. There was room on Friday afternoons if Miriam surrendered one of her planning periods, or room after school if families supplied transport. Neither option arrived with a moral advantage written beside it.
They settled on six Fridays during the ordinary day. Miriam would lose the planning time; Celia would find cover for the final exhibition. Students could request assistance whenever they needed it. The experiment concerned when help entered the work, not whether a person deserved to be left struggling. Miriam revised the title from Unassisted Judgment to Workshop, which made it less impressive on the application and easier to explain to the students.
Daniel enrolled, then asked to withdraw when a biology placement offered him the same afternoons. Miriam signed the form. Before leaving, he showed her a setting he had changed: his tutor would wait for a request before proposing a next step. It still checked his calculations when asked. He wanted to try the arrangement for a week. She resisted making the week into a larger promise, and he put the display away without asking whether he had chosen correctly.
On the first Friday, eleven students attempted to distribute a limited supply of water between three model gardens. One group produced a tidy schedule that gave the smallest plot nothing until the following morning. A girl at the end of the table asked whose seedlings could survive that long. They looked through the supplied notes and found that Miriam had not included the information. This time she fetched the seed packets. They read them together, changed the schedule and discovered that they lacked enough tubing to build it.
After the final bell, Miriam carried the equipment back alone. Her unmarked essays occupied the chair where she usually put her coat. She moved them to the desk, took a length of tubing from the cupboard and held it against the students' drawing. Someone had crossed out the neatest route and penciled in a detour. She measured that one first.
The novel
Sovereign Mercy
Sovereign Mercy explores what people gain, give up and owe one another when intelligent systems become part of public life.
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Reality behind the fiction
Source context reviewed November 2, 2026.
Research distinguishes an answer-giving interface from a tutor designed to support learning. A 2025 high-school mathematics experiment found that unrestricted AI assistance improved practice performance but harmed later unassisted performance; learning safeguards mitigated that harm. A separate randomized undergraduate physics study found benefits from a carefully structured AI tutor. Neither study establishes that a generation is becoming less intelligent.
- Bastani et al., PNAS (2025): Generative AI without guardrails can harm learning
- Kestin et al., Scientific Reports (2025): AI tutoring and active learning
- Oreopoulos et al. (August 2026 working paper): AI tutoring and practice — preliminary evidence; outcomes depend on how help enters practice.
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Which decision in this story should remain the learner’s—and what help would you keep?
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