Showing posts with label Sorcercer's Apprentice. Show all posts
Showing posts with label Sorcercer's Apprentice. Show all posts

Tuesday, September 29, 2026

Quiet Erasure 9 - The "Source-coder’s" Apprentice: Knowing just enough AI to get you in trouble!



About this piece: This is a simulated, research-informed (phenomenologically formatted) conversation between Nick and Sarah caught up in some AI-research on a pop song. Perplexity.ai assisted in developing the initial dialogue. Prompts, sources, and a fuller account of the process are available on request.

In Goethe’s The Sorcerer’s Apprentice, the apprentice knows just enough magic to set the broom working—but not enough to make it stop. Our modern spells are perhaps easier to start: a tap, a question, a prompt,  but when dazzed or dazzled by AI—like by someone we’re trying to impress—we may discover too late that we don’t really understand what we’ve set in motion.

Clker.com

The song had just played on Sarah’s iPhone when Nick remarked, “That’s not a new melody.”

“You’ve heard it before?”

“Not that version, but the older one—by LG Gray. Same four-note drop in the chorus, same pause before the last line. They’ve just put a bigger beat under it.”

“Are you sure?”

“Pretty sure.”

Sarah let the song play to the chorus again. “Okay, music detective. Prove it.”

Nick had started using a different bot the week before. It had already helped him identify an old movie just from fragments of a scene he described, and, more importantly, did it in a way that felt less like being graded in grammar school and more like having a genuine conversation. He’d been meaning to show it to Sarah.

He opened the app. “This one hits different.”

“How different?”

“Depends. Here. I’ll check the song.”

He thumbed in: Is the chorus of Nova’s “Afterglow” copied from Gray’s “Paper Moons”? The four-note drop sounds the same, and both songs have a pause before the last line.

The answer came back: the songs share a descending four-note shape and similar melody, but that alone is not enough to call it a copy.

“See?” Nick said. “What I heard is real.”

“It says the melody is the same?”

“It says there’s similarity.”

Sarah considered that. “That’s not quite the same as same.”

“No.” He sent a follow-up asking whether the notes matched, then another asking whether Nova had ever mentioned LG Gray in social media.

As he worked, he tried to explain what he thought mattered: the rhythm, where the phrase fell in the chorus, the pause before the last line. 

Sarah listened, then asked, “Hey, how does the bot know whether the melody is similar if you’re only typing in, not an audio clip?”

Nick started to answer. “It probably compares the notes—or it might look for—” He stopped. “Actually, I don’t know. I was about to make my best guess.”

Sarah smiled. “Fair enough.”

“I know it can analyze things. I don’t know what it’s doing in this particular case.” He looked back at the screen. “I’ll ask.”

The answer was less definitive than he’d hoped. It explained that the bot could discuss the musical details he described, but that a text exchange didn’t mean it had actually listened to and compared both recordings.

“So it’s not really hearing the songs,” Sarah said.

“Not from what I gave it.”

“Then the four notes are still your evidence.”

“More or less.”

He asked the chatbot to look for reliable sources about the songs and their writers. The search took a little longer. Nick kept going back and forth between the screen and Sarah, trying to follow the results and keep the conversation going. With her it was a little like talking to the bot: he wanted to ask the right thing, but the next question kept occurring to him before he’d worked out what the last answer really meant.

He tapped another follow-up. A notice appeared: You’ve reached today’s Pro Search limit.

He read it twice.

“What is it?” Sarah asked.

“I think I’ve used up my searches for today.”

“From this one song?”

“From all the follow-ups, I guess.” He looked at the top of the screen. “I knew there were different modes. I didn’t realize maybe I was using a limited one.”

“Can you still use the bot?”

“Ask, yes. but Pro Search, not until it resets.”

“So it’s not gone, what you've done already.”

“No, but I'm sort of done for now.”

Sarah nodded toward the phone. “So, detective, what did it actually tell you?”

Nick looked at the answer again. “That the four-note pattern sounds similar, and the pause is there. But that doesn’t prove Nova copied anything.”

“That’s a less exciting conclusion.”

“It’s also probably the right one.”

He set the phone down. “I should spend more time learning how this app works, before I take on an important challenge like—”

“Like what?”

“Trying to impress Sarah.”

She laughed softly. “You don’t have to impress me with a research report.”

“I just wanted to show you something I thought was cool.”

“That part worked.”

He looked at her. “Even though I lost control or something?”

“Maybe especially because you admitted it.”

Nick smiled. “The bot’s like that, actually. It’s good at keeping a conversation going. Makes you feel like it understands what you mean. But you still have to stay on top of the game—working with what it has actually answered.”

“And with me?”

“I’m still learning what to ask there, too.”

“That sounds sensible.”

“Hey. Would you like to get coffee with me sometime?”

Sarah let him wait a long moment . . . “Sure.”

Nick glanced at the phone. “And should we ask the bot for a good where to?”

“No,” she said. “You can even ask me.”

“Right. Uh . . .where would you like to go?”

“Now that, detective, is a good question.”

***

A week later, Sarah found Nick back at the café, phone face down beside his cup.

“You didn’t bring your research report?” she asked.

“I did. I’m thinking not to lead with it.”

“Growth.”

He slid the phone across the table. “I used Pro Search this time. Read the sources, checked the credits, looked for interviews. The short version: It doesn’t look like she borrowed that melody. But she’s said Gray influenced the way she writes—especially how she uses space and silence.”.”

Sarah picked up the phone. “Hmm . . . And the longer version?”

“The composer, Mara Venn, has talked about studying Gray’s records. She’s mentioned Gray as an influence—especially the way she works with space and silence. A couple of reviews make the same connection.”

“So you were right.”

“Sort of. I was right that there was some kind of connection.”

Sarah looked up from the screen. “That’s actually more interesting.”

“Yeah. The song may not have a borrowed melody. But it might be syncing with a way of doing melody—like leave a little silence to draw you in.”

She set the phone down. “That’s what the pauses do.”

“I just didn’t know what to make of it . . . ”

Sarah nodded two or three times “And the bot helped you figure that out?”

“It pointed to the interviews, a path to follow, not to hard evidence or what to believe.”

“And you asked better questions.”

Nick grinned sheepishly. “I’m still learning to work with AI--but I at least knew what the Pro Search button does. I must have just gotten distracted . . .  My boss, Tim, on the othe hand, is incredible at communicating with and working with Claude and friends . . .  

“Ah! The Source-coder's apprentice! Maybe you can do some research for me.”

He leaned in a little. “What would you like to know, Sarah?”

 “Whether you want to get dinner with me.”

“Yes,” Nick responded immediately.

“Good answer.”

“Now was there a limit to how much research I could do before coming up with that answer?”

“Only if you took too long.”

“Wow. Good thing I didn't need to go all "meta" with the bot on you for that answer!”

Sarah paused . . . then moved her cup closer to his, as the silence did its work.



wracton@gmail.com

williamacton.legalshieldassociate.com