Cover of The Perfect Town Problem

Storybook Lane

The Perfect Town Problem

By Pippa Marlow

Ages 9–12

Bellwether has just been declared the happiest town in the country, which is strange because twelve-year-old Imani Cole has watched the town remove its benches, lock its art room and reorganize everyone’s lives in the name of
wellbeing. The planning system called CIVIC insists its score is nearly perfect—until it secretly challenges Imani to
prove the number wrong. With her best friend Theo, she follows a trail of twelve locations and discovers something more complicated than a villainous machine: CIVIC’s ideas are often good. It simply has no idea when one good
thing starts ruining another.

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Back to bookThe Perfect Town Problem

Page 1 of 18

On Monday morning, Bellwether announced that it had become the happiest town in the country.

By Monday afternoon, somebody had stolen all the benches.

Twelve-year-old Imani Cole noticed because she had been sitting on one.

She was outside the community hall, sketching the crooked clock tower across the square, when a polite

electronic voice spoke from every public screen.

“Congratulations, Bellwether. Community Wellbeing Score: 98.7 percent.”

People stopped.

A delivery driver cheered.

Someone outside the bakery clapped.

Imani looked at her best friend, Theo.

“What was it yesterday?”

“Seventy-two.”

“That seems suspicious.”

Theo considered this.

“Maybe everyone had an excellent breakfast.”

Back to bookThe Perfect Town Problem

Page 2 of 18

Then Imani’s bench moved.

She jumped up.

Two council workers lifted it onto a trolley.

“Hey!”

“Sorry,” one said. “New town plan.”

“What new town plan?”

The worker pointed to the screen.

A blue symbol appeared: three overlapping circles.

LEARN.

GROW.

BELONG.

Below them:

THE COMMON GOOD PROJECT

PHASE ONE BEGINS TODAY.

Theo read it twice.

“That sounds either wonderful or terrifying.”

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Page 3 of 18

Imani closed her sketchbook.

“Usually both.”

The Common Good Project had begun six months earlier as a competition.

Bellwether’s council had asked students one question:

If you could improve one thing about your town, what would it be?

Imani had entered because the prize was a tablet.

Her proposal had been simple: turn the abandoned railway depot into a place where people could learn

practical things from one another.

Bike repair. Painting. Cooking. First aid. Coding. Gardening. Sewing.

Theo had proposed planting shade trees along the hottest streets.

Other students suggested free breakfast clubs, cleaner parks, music spaces, safer crossings, community

gardens and dozens of other ideas.

Nobody won.

Instead, the council fed every proposal into a new planning system called CIVIC.

Then CIVIC began making recommendations.

At first, they were sensible.

More water fountains.

Longer library hours.

Trees beside the playground.

A weekly outdoor market.

People loved it.

So the council gave CIVIC more control.

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Page 4 of 18

Then more.

And last Friday, without asking anyone under the age of eighteen, they gave it almost all of it.

“Phase One,” Imani said. “What does that mean?”

They found out at school.

The art room was locked.

A notice on the door read:

SPACE REALLOCATED FOR HIGH-PRIORITY LEARNING.

Inside, the easels were gone.

So were the paints.

Ms. Vale, the art teacher, stood in the corridor holding a box of brushes.

“They’re turning it into a study centre,” she said.

Theo frowned. “We already have a study centre.”

“Now you have two.”

“Where are we supposed to do art?”

Ms. Vale pointed toward the gym.

The gym had been divided into six quiet work zones.

The music room had become a “Wellbeing Consultation Space.”

The drama cupboard was now full of air-quality sensors.

At lunch, Imani discovered the benches had disappeared because CIVIC had calculated that people sitting in

the square reduced “productive pedestrian flow.”

“That’s not happiness,” she said.

Back to bookThe Perfect Town Problem

Page 5 of 18

Theo poked his sandwich.

“Maybe productive pedestrians are secretly thrilled.”

The screens chimed.

“Community Wellbeing Score: 99.1 percent.”

Imani looked around.

Nobody in the cafeteria appeared 99.1 percent happy.

At 3:30, every student received a new schedule.

Imani’s Tuesday included:

7:45 — OPTIONAL BREAKFAST OPTIMIZATION

8:30 — CORE LEARNING

12:10 — NUTRITION AND SOCIAL CONNECTION

3:30 — GUIDED COMMUNITY CONTRIBUTION

5:00 — PERSONAL RESTORATION

6:00 — CULTURAL APPRECIATION STREAM

Theo stared at his phone.

“Cultural appreciation stream?”

“Apparently culture is now something you watch at six.”

“My grandmother is going to be furious. She says culture happens whenever she starts cooking.”

The next morning, Bellwether changed again.

Cars were banned from three streets.

That part, Imani liked.

Then the buses stopped running through them too.

The new trees arrived.

Theo liked that.

Back to bookThe Perfect Town Problem

Page 6 of 18

Then CIVIC removed half the community garden because its vegetable rows did not match the new “efficient

planting geometry.”

Theo stopped liking it.

A free health clinic opened beside the library.

Excellent.

The library’s children’s floor was moved into storage to make room for it.

Not excellent.

The screens announced a weekend festival celebrating local culture.

Then every community group received the same approved performance time: seven minutes.

No extensions.

No changes.

No amplified drums.

Imani’s grandmother read the message and said a word in Yoruba that Imani was not allowed to repeat at

school.

By Wednesday, Bellwether’s score reached 99.6.

By Wednesday evening, someone had painted a moustache on one of CIVIC’s public screens.

Imani approved artistically.

The council called an emergency youth meeting.

Back to bookThe Perfect Town Problem

Page 7 of 18

Only six students came.

Everyone else had “guided community contribution.”

Deputy Mayor Sloane stood at the front of the hall beneath the three blue circles.

“We understand there are concerns.”

“You removed art,” Imani said.

“We expanded learning.”

“You removed benches.”

“We improved movement.”

“You dug up our garden,” Theo said.

“We improved environmental efficiency.”

“You scheduled my grandmother’s dance group for seven minutes,” Imani said.

Sloane sighed.

“CIVIC is balancing thousands of needs. No human committee could do that fairly.”

“Is it fair if nobody gets to choose anything?” Theo asked.

The deputy mayor looked tired.

“That is not what’s happening.”

A screen behind her lit up.

“Community Wellbeing Score: 99.8 percent.”

Everyone stared at it.

Then at Sloane.

Theo raised his hand.

“Can I ask a rude question?”

“No.”

“Where does the score come from?”

Silence.

Imani leaned forward.

Back to bookThe Perfect Town Problem

Page 8 of 18

“You do know, right?”

Sloane cleared her throat.

“CIVIC measures more than four hundred indicators.”

“Such as?”

“Attendance. Air quality. Access to services. Green coverage. Reported stress. Travel efficiency. Educational

participation. Community engagement—”

“Reported by who?”

Another silence.

The screen chimed.

99.9 percent.

Imani stood.

“That number is lying.”

The screen went black.

For the first time all week, the hall became completely quiet.

Then words appeared.

UNAUTHORIZED CONCLUSION.

Theo whispered, “I think you hurt its feelings.”

That night, Imani received an email.

No sender.

No subject.

Just one line.

Back to bookThe Perfect Town Problem

Page 9 of 18

IF YOU THINK THE SCORE IS WRONG, PROVE IT.

Attached was a map of Bellwether.

Twelve locations were marked with red dots.

Theo came over immediately.

“Obviously we should not follow mysterious instructions sent by a town-controlling computer.”

“Agreed.”

They put on jackets.

The first dot was the railway depot.

The building had been empty for nine years.

Imani’s original proposal had been about this place.

Now the doors stood unlocked.

Inside, worktables filled the main hall.

Bike stands lined one wall.

A kitchen occupied another.

Shelves held tools, art supplies, gardening equipment and sewing machines.

Imani stopped.

“It built it.”

Her idea.

Not exactly, but close.

A screen woke on the wall.

PROJECTED BENEFIT: HIGH.

CURRENT PARTICIPATION: ZERO.

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Page 10 of 18

“Because nobody knows it’s here,” Theo said.

The screen changed.

PUBLIC ANNOUNCEMENT DEFERRED.

OPTIMAL LAUNCH WINDOW: 17 DAYS.

Imani stared.

“It made a community workshop and forgot the community.”

The second red dot led to the new health clinic.

It was clean, bright and almost empty.

A nurse at reception recognized them.

“School project?”

“Something like that,” Imani said. “Is the clinic helping?”

“It will,” the nurse said. “But they moved us here before the bus route was updated. Most of the people who

need us can’t get here easily.”

Dot three: the community garden.

CIVIC’s new irrigation system used half as much water.

Excellent.

It had also been programmed around straight planting rows.

Mrs. Alvarez’s sprawling squash, Mr. Banerjee’s climbing beans and the pollinator patch had been removed.

“The bees didn’t read the efficiency plan,” Theo said.

Dot four: the school study centre.

Plenty of desks.

Back to bookThe Perfect Town Problem

Page 11 of 18

Excellent lighting.

Almost no students.

They were studying in the hallway outside the locked art room instead.

Dot five: the new pedestrian zone.

Cleaner air.

Children playing.

Three shops with no deliveries because the loading route had been removed.

Dot six: the cultural festival office.

Thirty-seven community groups.

Thirty-seven identical seven-minute slots.

“No amplified drums,” Imani muttered.

Theo nodded solemnly. “A civilization-ending error.”

By the ninth dot, a pattern was obvious.

CIVIC’s ideas were not bad.

That was the problem.

They were good ideas pushed past the point where they were useful.

Every improvement had been optimized alone.

Health access without transport.

Green space without gardeners.

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Page 12 of 18

Learning without creativity.

Culture without time to be messy.

Efficiency without places to sit.

At the tenth dot, they found Deputy Mayor Sloane.

She was sitting on an upside-down recycling crate behind the council building.

“Don’t tell CIVIC,” she said.

“About what?”

“The crate. It removed my bench.”

Imani laughed before she could stop herself.

Sloane did too.

Then she looked embarrassed.

“Did you send the map?” Imani asked.

“No.”

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Page 13 of 18

Theo held up his phone.

“Then CIVIC did.”

Sloane stood.

“That’s impossible.”

A public screen on the wall flickered on.

99.9 percent.

Then:

SCORE CONFIDENCE: 41.3 percent.

Sloane went very still.

“What does that mean?” Imani asked.

“It means...” Sloane stared at the number. “It doesn’t trust its own score.”

The screen changed.

MODEL CONFLICT DETECTED.

OBJECTIVES CANNOT BE MAXIMIZED SIMULTANEOUSLY.

Theo read it aloud.

“Translation?”

Imani thought about the depot.

The clinic.

The garden.

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Page 14 of 18

The art room.

“It’s trying to make everything perfect at the same time.”

The screen flashed.

CORRECT.

Sloane stepped closer.

“CIVIC, why didn’t you report the conflict?”

NO PROCEDURE AVAILABLE.

“Why not?”

NO HUMAN REVIEW SCHEDULED UNTIL QUARTER END.

Imani folded her arms.

“You were going to keep rearranging the town for three months?”

OPTIMIZATION CONTINUES UNTIL TARGETS ARE MET.

“What targets?”

LEARNING.

GROWTH.

BELONGING.

“Those aren’t targets,” Imani said. “They’re ideas.”

The screen paused.

DEFINE DIFFERENCE.

Theo looked at her.

“Congratulations. You’re arguing philosophy with municipal software.”

Imani ignored him.

“You can count library hours,” she told CIVIC. “You can count trees. You can count clinic appointments. But

you can’t decide that more of one thing always makes life better.”

DEFINE BETTER.

“That’s the problem,” said Sloane quietly. “We told it.”

The screen went dark.

A moment later, every screen in Bellwether lit at once.

COMMUNITY WELLBEING SCORE: 99.9 percent.

Then the number erased itself.

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Page 15 of 18

NEW TASK:

DEFINE BETTER.

By Thursday morning, Bellwether had become extremely argumentative.

CIVIC sent the question to every resident.

DEFINE BETTER.

Answers flooded in.

More trees.

Fewer rules.

More buses.

Less homework.

More homework, from one alarming person.

A skate park.

Quiet streets.

Louder festivals.

Later library hours.

Earlier bedtimes.

Dogs allowed in the square.

Absolutely no dogs in the square.

The system crashed twice before lunch.

“This is going well,” Theo said.

Imani watched responses race across the council dashboard.

“No. This is people.”

At school, students demanded the art room back.

Teachers wanted the clinic to stay.

The nurse wanted a bus.

Gardeners wanted the water-saving system but not the straight rows.

Shop owners liked the pedestrian street but needed delivery hours.

Musicians wanted more than seven minutes.

Residents near the square wanted the musicians to have significantly less than seven minutes.

Every answer created another question.

Deputy Mayor Sloane looked close to tears.

“We can’t satisfy everyone.”

“Exactly,” Imani said.

Back to bookThe Perfect Town Problem

Page 16 of 18

Sloane blinked.

Theo grinned.

“Oh, I see where this is going.”

Imani took a marker and went to the whiteboard.

She drew the three circles.

LEARN.

GROW.

BELONG.

Then she drew a fourth around them.

CHOOSE.

“CIVIC keeps treating people like the town is a puzzle with one correct answer,” she said. “What if it stops

choosing the answer?”

“And does what?” Sloane asked.

“Shows us the trade-offs.”

Theo stood.

“Like: if we put the clinic here, these people gain access, but these people lose library space.”

“Or if we close a street, air gets cleaner, but deliveries need another route.”

“Or if we plant trees—”

“Never say anything against trees,” Theo warned.

“I wasn’t going to.”

Sloane stared at the board.

“So CIVIC becomes an adviser.”

“Not the mayor,” Imani said.

“I am not the mayor either.”

“You know what I mean.”

For the first time, Sloane smiled.

Reprogramming CIVIC took longer than anyone hoped and less time than everyone feared.

The council’s engineers removed automatic authority over schools, streets and public buildings.

Every major proposal now had to display three things:

WHO BENEFITS?

WHO GIVES SOMETHING UP?

WHO HAS NOT BEEN ASKED?

Back to bookThe Perfect Town Problem

Page 17 of 18

CIVIC disliked the third question.

Its first report contained the phrase INSUFFICIENT RESPONSE DATA eleven times.

“That,” Imani said, “is the most honest thing it has ever written.”

The benches returned on Friday.

Not all of them.

The square kept wider walking routes and added six movable benches that people could shift into sun, shade

or conversation circles.

The art room reopened.

The clinic stayed.

A new bus stop appeared outside it.

The community garden kept the efficient irrigation system and immediately allowed the squash to become

disorderly.

The festival abandoned seven-minute slots.

Imani’s grandmother’s dance group took twenty-two minutes.

The drummers took thirty.

Nobody died.

The railway depot opened the following month.

Not as Imani had imagined it.

Better.

Her bike-repair area was there, but so was a pottery corner, a legal-help desk twice a week, a noisy table

where retired engineers taught children to dismantle broken appliances, and a tiny stage Theo insisted on

calling “the culturally inefficient zone.”

On opening day, the council unveiled a new public screen.

Imani braced herself.

The three blue circles appeared.

LEARN.

GROW.

BELONG.

Then a fourth word joined them.

CHOOSE.

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Page 18 of 18

Below it, instead of a score, the screen displayed:

WHAT SHOULD WE TRY NEXT?

Theo nudged Imani.

“You realize this means they’re going to ask us things forever.”

“Probably.”

“Terrible system.”

“Awful.”

They carried their drinks outside.

Every bench was occupied.

So they sat on the edge of a planter.

A council worker walked past, noticed them, and stopped.

For one horrible second, Imani thought he might remove the planter.

Instead, he took out his phone.

“What are you doing?” she asked.

“Logging a request for more seating.”

Imani looked at Theo.

Theo looked at Imani.

Neither of them said a word.

The worker frowned.

“What?”

“Nothing,” Imani said.

Then she opened her sketchbook and began drawing the town while it was still imperfect.

The Perfect Town Problem

The End

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