Prompt better, spend less tokens.

The Poster That Said Nothing

A Token Tale about asking for exactly what you want

Theo had one job before Friday: a poster for the science fair. Not just any poster. The best poster. The kind of poster that makes the judges stop walking.

His topic was rockets. Real rockets, the enormous kind that shake the ground and carry people past the Moon. Theo had watched eleven launch videos. He had opinions about fins.

So on Tuesday afternoon, he opened Pip, the helper bot on the classroom tablet, and typed his request.

Theo typed“Make me a poster.”

Pip answered in about one second. The poster said: A POSTER. Posters are a great way to share information. You can use colors, words, and pictures. Underneath was a drawing of a balloon.

A balloon.

“That is the worst poster in the history of posters,” Theo told the tablet. “It is not even about anything.”

Pip, who never gets offended, waited.

Theo tried again, the way you might talk louder to someone who did not hear you.

Theo typed“Make me a BETTER poster.”

Pip made the same poster, but bigger. The balloon now had a smiling face.

That night, Theo complained to his grandmother, who was shelling peas at the kitchen table and had heard every kind of complaint since 1968. She listened to the whole story. Then she said, “When you asked me for a snack yesterday, what did you say?”

“I said, can I have a snack.”

“And I gave you celery.”

Theo shuddered. The celery incident was still fresh.

“And today?” she asked.

“Today I asked for the leftover pizza, heated up, with the crust cut off.”

“And?”

“And I got pizza.” Theo stopped. He looked at the peas. He looked at his grandmother, who was smiling the smile of a person who has made her entire point without raising her voice. “Oh,” he said. “OH.”

The next morning, Theo sat down with Pip and thought about what he actually wanted, the way you think before asking a person. He wanted a title that sounded like a launch countdown. He wanted three facts, the kind judges remember. He wanted a picture of a rocket that looked fast, not like a balloon's round cousin.

Theo typed“Help me write a science fair poster about real rockets for a fourth grade judge. Give me a short, exciting title, three surprising facts about how rockets fly, and a description of a picture of a rocket launching at sunrise. Keep every fact to one sentence.”

Pip answered in about one second, and this time Theo read the whole thing twice, because it sounded like him on his best day. The title had a countdown in it. One of the facts was about rocket fuel being colder than the coldest day in Antarctica, which Theo checked in his science book, because that is a later tale.

On Friday, a judge stopped walking.

“Great poster,” she said. “How did you get the computer to do exactly what you wanted?”

Theo grinned. “I asked for pizza,” he said, “not a snack.”

Ask Again, Smarter

A Token Tale about steering instead of restarting

Dev was writing a story for writing workshop, and he was proud of the beginning. His story was about a young fox who invents machines out of junk: a bicycle with wings, a kettle that sings, a umbrella that works in reverse. Pip, the helper bot, had helped him shape the opening paragraph, and it was good. It sounded like the first page of a real book.

The ending, however, was a potato.

Pip's ending had the fox give up inventing, move to the city, and become an accountant. An accountant. Dev stared at it the way you stare at a sock in your sandwich.

“Delete it all,” he decided. “Start over.”

He cleared the whole conversation and asked for a brand new story about an inventing fox. Pip gave him a new opening, and the new opening was worse: flat, rushed, and weirdly obsessed with soup. The fox was barely in it. Dev deleted everything again. On the third try, Pip produced a story about a pirate.

A pirate. Again with the pirates.

“What happened?” Theo asked at lunch, because Dev had the face of a person whose sandwich contained a sock. Dev explained the whole tragedy: good opening, potato ending, two deletions, one pirate.

Theo, who thinks in rockets, said, “If one fin on your rocket was crooked, would you blow up the whole rocket?”

“No,” said Dev. “I would fix the fin.”

“So why did you blow up the whole story?”

Dev had no answer for that, but he did have the good opening saved in his notebook, because his teacher makes everyone copy their best paragraph by hand. That afternoon, he typed the opening back in and did something new. Instead of starting over, he asked again, smarter.

Dev typed“Keep my first paragraph exactly as it is. Rewrite only the ending: the fox should not give up inventing. End with her best invention failing in a funny way, and give her one line of dialogue that shows she will try again tomorrow.”

The new ending made him laugh out loud in the library, which is a serious offense and worth it. The middle of the story was still a little long, so he did not delete anything. He steered again.

Dev typed“Good. Now keep the ending. Shorten only the middle by two sentences, and do not change the part about the singing kettle.”

Two follow-ups. That was all it took. On Friday, Dev read his story aloud, and when he got to the last line, the fox's line about trying again tomorrow, the class applauded the fox like she was in the room.

Tokens Are Tiny Coins

A Token Tale about what every word costs

On Monday, Ms. Alvarez put a jar of paper coins on her desk and gave every student twenty.

“These are tokens,” she said. “This week, every time you use Pip, the helper bot, it will cost tokens from your jar. Not real money. Practice money, for a real idea. By Friday you will understand the idea, I promise.”

Sam understood nothing by Tuesday, because Sam spent eleven tokens before lunch.

Here is how. Sam had written a story draft for homework, and he wanted Pip to fix it. So he copied the entire draft into the chat, all four paragraphs, then typed his request underneath, then, worried it was not clear, typed the request again in different words, then pasted the whole draft a second time in case the first one had not worked, and finished with please please please make it better somehow, the whole thing, everything, thank you so much, you are the best bot ever.

Pip read all of it, charged its coins, and returned a polished version of the wrong paragraph, with his favorite joke removed.

“Eleven tokens for THAT?” Sam said.

Ms. Alvarez, who had been waiting all week for exactly this face, sat down beside him. “Let me show you what a token actually is,” she said. She wrote the word cat on the board. “For Pip, that is one token, one little piece.” Then she wrote unbelievable and drew lines through it: un, believe, able. “Long words get chopped into pieces. Short words are often one piece. Everything you send Pip, and everything Pip sends back, is counted in these pieces. Tokens are how the machine reads, writes, and keeps score.”

“So my giant message cost a pile of pieces,” said Sam.

“And the pile confused it,” said Ms. Alvarez. “You paid more to get less. It happens to grown-ups every day.”

Sam counted his remaining nine coins and tried again, the cheap and clear way. He pasted only the paragraph that needed help, the second one, and wrote one honest sentence of instructions.

Sam typed“Fix the spelling in this paragraph only. Do not change my jokes, and do not change the last line.”

Cost: a small handful of tokens. Result: the right paragraph, jokes intact, last line untouched. Sam stared at his jar. He had spent less and gotten more, which felt like a magic trick, except it was just arithmetic wearing a trench coat.

By Friday, Sam had the fullest jar in the class, not because he used Pip the least, but because he asked like every word was coming out of it. When Ms. Alvarez asked the class what a token is, Sam's hand was up first.

“It is a tiny coin,” he said, “and clear people spend fewer of them.”