Just watched an AI tool hallucinate an entire fake customer service conversation

I was sitting at my desk in Austin last Wednesday testing out a new AI chatbot for handling support tickets. The tool was supposed to summarize customer complaints and suggest responses... but halfway through the demo, it generated a whole fake email thread from a made-up customer named "Patricia" who never even contacted us. It even invented her complaint about a refund from a purchase date that didn't exist in our system. I spent 20 minutes trying to trace where the hallucination came from, but the training data was just too vague. The worst part was my manager almost approved the fake response to send out before I caught it. Has anyone else had an AI tool just invent entire conversations out of thin air?

3 comments

3 Comments

angela431d ago

I read somewhere that these AI language models basically run on pattern matching and they can't tell the difference between a real memory and a made up one. The article said something about how they don't actually understand what a "customer" is, they just predict what words sound right together. So when your tool generated that Patricia thread it probably just filled in the gaps with something that looked realistic but meant nothing. That's scary though with your manager almost sending it out, I heard of a company that actually sent fake AI generated apology letters to customers who never complained and it caused a whole mess.

blairj551d ago

Are we really sure it's that black and white though? I've seen these things handle tricky customer service issues surprisingly well, so maybe the "dumb parrot" thing gets overblown a bit, @angela43.

jesse_craig261d ago

Yo that's EXACTLY what I've been saying about this stuff! I read this piece from some AI researcher who compared it to a parrot that's REALLY good at mimicking sounds but has no clue what it's actually squawking about. So when @angela43 mentioned the fake apology letters, that reminded me of another case I saw where a support bot started apologizing for "being unable to process your refund" to people who never even asked for one. It just saw the word "refund" in the history and filled in the blanks with something that SOUNDED right but was TOTAL nonsense. That's the scary part with these tools - they can look SO confident while making stuff up, and someone who doesn't know better might just hit send.