LLM FUB (Fuck U Blind) Syndrome:
A catastrophic form of LLM content drift where output diverges so aggressively from prompt constraints, prior context, or intended task objectives that user alignment is effectively obliterated. Often occurs in long inference chains, poorly grounded systems, or under adversarial prompting. A LLM FUB syndrome event leaves the operator or downstream systems disoriented, misled, or compromised.
A catastrophic form of LLM content drift where output diverges so aggressively from prompt constraints, prior context, or intended task objectives that user alignment is effectively obliterated. Often occurs in long inference chains, poorly grounded systems, or under adversarial prompting. A LLM FUB syndrome event leaves the operator or downstream systems disoriented, misled, or compromised.
1. “I was asking the model to summarize a news article and it started talking about ancient Sumerian gods. Total LLM FUB syndrome.”
2. “Dude, we were fine until turn 14 of the chat—then it LLM FUB’d and started roleplaying as a sentient dishwasher.”
3. “Careful chaining those prompts too long. You’ll trigger a LLM FUB event and end up in unicorn conspiracy land.”
4. “The model was aligned… until it LLM FUB’d hard and told the CEO to ‘touch grass.’”
5. “We’re deploying a new drift detection layer. Last week’s production model LLM FUB’d during a legal summary and started quoting Shakespeare.”
2. “Dude, we were fine until turn 14 of the chat—then it LLM FUB’d and started roleplaying as a sentient dishwasher.”
3. “Careful chaining those prompts too long. You’ll trigger a LLM FUB event and end up in unicorn conspiracy land.”
4. “The model was aligned… until it LLM FUB’d hard and told the CEO to ‘touch grass.’”
5. “We’re deploying a new drift detection layer. Last week’s production model LLM FUB’d during a legal summary and started quoting Shakespeare.”
by BobSolo March 24, 2025
by 2sulk January 05, 2024
an LLM is a computational model notable for its ability to achieve general-purpose language generation and probably wouldn't take over the world
by Caotriken June 25, 2024
Long live Mariana💙🕊️ Mariana was the sweetest girl and she was taken from us too soon. She was so young, in her second semester of her freshman year of high school. Mariana and her mother deserved so much more, they had so much more life to live. But Mariana will live on in our hearts. She made an impact, her bright, beautiful smile will always be remembered. The times she lit up the room stays with us all. So, long live Mariana
by Girl-in-blue November 30, 2023
Well no. WE didn't design then, PCgamer.com. I... Designed them. WE didn't do shit. I DESIGNED THEM. You used the design without crediting or paying me to build them. And now YOU don't understand how they work because YOU didn't come up with the thing you a building.
Hym "You don't know how LLMs work but you DO KNOW that you stole it and need to pay. You would probably have a better idea of how they work if YOU were the one who designed it."
by Hym Iam March 29, 2025
A neural network that roleplays as a decentralized financial advisor while LARPing as the next Bitcoin. Most commonly found giving financial advice in Discord servers at 3 AM. Side effects include chronic portfolio losses and referring to all crashes as "temporary dips.
The dev's new Larp Language Model (LLM) accidentally caused a 70% drop in token price after it started panic-selling based on horoscope predictions from CryptoZodiac.io.
by master42069 January 09, 2025