Evals Memes

Background

Evals can be a dry subject: data pipelines, metrics, LLM-as-a-judge calibration. But that doesn’t mean we can’t have fun with it.

I’ve been collecting these memes while teaching our AI Evals course. If you’ve ever stared at a “100% pass rate” and felt suspicious, or watched someone reach for a new vector database before running a single eval, you’ll probably relate.

If you want something more serious, check out the Evals FAQ or the Evals Flashcards.

Meme Video

This is my favorite eval meme. I promise you won’t be able to watch it without laughing.

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Meme Images

Feel free to steal these for your team’s Slack.