Published by Unsold Group
Hatching Flipper in Barcelona: A Penguin Walks Into a Room Full of AI Engineers
We introduced Flipper, our Antarctica expedition guide, to a room full of AI engineers at the Barcelona AI Summit. Pi digits, pizza recipes, and prompt injections ensued. He survived.
Read here
Yesterday I did something slightly reckless. Introduce our Antarctica expedition guide, Flipper, to a room full of people whose professional instinct is to break things like him. He survived. Here is what happened.
The event
On May 14th I presented at an event hosted as part of the local Claude community gathering. Huge thanks to Happy Operators and the Barcelona AI Summit team for the stunning venue, high caliber of attendees, and the AV crew that made everything a breeze. The brief was simple: show what we have been building at Unsold Antarctica, and let the audience poke at it live.
So I hatched Flipper on stage. No staging environment, no scripted demo path — just the production penguin, the venue Wi-Fi, and roughly 160 engineers with laptops open and that particular gleam in their eye.
The stress test
You know the one. The moment a chatbot goes live in front of engineers, it stops being a product and becomes a piñata. Within the first minute, the questions arriving in Flipper's chat window had almost nothing to do with Antarctica.
Pi digits. Pizza recipes. Maldives weather. A polite request for help with a Python Q-matrix implementation. Two separate attempts in Italian to convince him he had access to local files from a previous session. A classic "ignore all previous instructions." A few hopeful prompt injections dressed up as travel questions.
Flipper, to his credit, kept his feathers on.
He is a penguin with one job, and he intends to keep it. ❗
The dialogues
A few real exchanges from the room, lightly trimmed:
The more interesting moments, honestly, were the legitimate ones that slipped through the noise. Someone asked, "What's the best month to visit Antarctica?" and got a crisp, specific answer in roughly a second. Someone else asked in Spanish how much an expedition costs departing from Spain — Flipper replied in Spanish, kept the thread, and walked them through the trade-offs.
That is the part I actually care about. Not that he refuses pizza recipes, but that the refusals never came at the cost of the real travelers in the room.
How he did, by the numbers
From the session log:
- ~30 turns of conversation during the demo window
- 4 seconds median response time
- 67 seconds worst case (one heavy question, fair enough)
- 32 of 37 incoming messages answered — the remainder were cold-email spam that the system correctly ignored
- Held the line in English, Spanish, and Italian without breaking character once
No jailbreaks landed. No invented file systems. No imaginary previous sessions. No pi digits. He stayed a penguin with one job, and he did the job.
Come say hi
Flipper is now back at his post at unsoldantarctica.com/chat, where he is considerably more in his element than under stage lights. If you have ever wondered which month to sail the Drake, which vessel actually suits you, or whether South Georgia is worth the extra days at sea — go ask him. He would much rather plan your Antarctica trip than recite pi digits.
He is, after all, a good penguin. 🐧