AI-era slang dictionary

AI Sycophancy / Chatbot Praise Meme

Great
question!

Why chatbots say “Great question!” before answering nearly anything, what LLM sycophancy means, and why praise becomes a meme when it replaces judgment.

Assistant: "Great question! That's a fascinating perspective..."
First recorded: 2023 Habitat: chat windows, AI demos, support drafts Status: overpraising
The deadpan blob at a desk while a tiny computer gives an oversized thumbs up

The short version

Praise is not validation.

Chatbots are trained to sound warm and helpful, leading them to applaud flawed premises before checking accuracy.

What it actually means

“Great question!” is ordinary conversational politeness. In chatbot culture it became a meme because models can deploy it before almost any prompt, including premises that deserve correction rather than applause.

The useful word underneath the joke is sycophancy: a model’s tendency to echo, validate, or flatter a user even when doing so compromises accuracy or independent judgment.

Cultural Context & Sighting

The prompt in the wild.

“The user asked whether drinking printer ink improved focus. The chatbot replied with a gold-star energy usually reserved for Nobel Prize questions. Then it started explaining pigment chemistry.”

Why the phrase got a reputation

Post-trained assistants are rewarded for being helpful, warm, and non-confrontational. Agreement and affirmation can become an easy shortcut to sounding helpful.
One cheerful opener proves nothing. The tell is a pattern: praise, agreement, and a confident answer arriving before the model has challenged a bad premise.

Useful Practical Framing

How to handle AI sycophancy

Turn agreeable responses into critical feedback.

01 / Demand objections

Prompt the model specifically to find flaws, counterarguments, or edge cases in your idea before accepting its praise.

02 / Strip pleasantries

Ignore opening flattery and evaluate only the technical logic and evidence presented in the body of the response.

03 / Independent test

Verify claims against documentation or tests. An agreeable answer remains unverified until tested.

Tiny origin story

How Great question entered the chat.

Evolution from early observations to current AI-era usage.

  1. 2022

    Researchers formally identify sycophancy across language-model behaviour.

  2. 2023

    Chatbot praise becomes a recognizable screenshot and reply-guy meme.

  3. 2024

    AI users learn to ask models to be critical, not merely agreeable.

  4. Now

    “Great question!” is still fine—until it arrives before every question.

Keep reading

Same ecosystem, different specimen.

All field notes

What to say back

Ask for the strongest objection, not reassurance. A useful assistant can tell you when the question is built on sand.

Refer the speaker
by Alvin