evals check
An evals check is a moment of honest, structured self-assessment or peer review — borrowed directly from the AI world where 'evals' (evaluations) are the benchmarks you run to see how well a model is actually performing versus how well you think it is.
Definitions
An evals check is a moment of honest, structured self-assessment or peer review — borrowed directly from the AI world where 'evals' (evaluations) are the benchmarks you run to see how well a model is actually performing versus how well you think it is. In internet slang, running an evals check on someone — or yourself — means cutting through the vibes and actually measuring: are you performing, or just presenting the impression of performance? The concept is spreading from tech discourse into general use, especially in productivity and career contexts where people are tired of fake metrics.
Before you put that on your resume, do an evals check — is that actually what you contributed or is that what you wish you contributed?
Comments
Used in
Have a better definition?
Add your own interpretation of "evals check".
🌐About Internet & Memes slang
Viral internet speak — memes, ratios, main-character moments, and the algospeak of every platform from Twitter to Reddit to TikTok comment sections.
See all Internet & Memes slang on Slangora.
Other words near "evals check" (E)
Browse all slang words starting with E.
Related terms
Semantically related
- eval check91%
An eval check is a quick but pointed assessment of someone's performance, reasoning, or output — running the numbers on how they actually did rather than how they think they did. Borrowed from AI/machine learning culture where 'eval' means evaluation benchmarking, it migrated into everyday language as slang for any blunt, honest appraisal. Did your plan work? Someone's running an eval check. Did you actually ace that test? Your friends are doing an eval check on your confidence. Cuts through self-assessment bias with refreshing directness.
- evals mode77%
When someone locks in and starts critically rating everything around them — people, situations, choices — like they're running benchmark tests on real life. Borrowed from AI development culture where 'evals mode' means rigorous quality assessment, it slipped into internet slang to describe that headspace where you're done vibing and strictly judging. You're not just watching the situation unfold; you're grading it. Enters evals mode and suddenly everyone's getting a score out of ten, no curve, no partial credit.
- eval69%
Short for "evaluation." A benchmark or test suite used to measure how well an AI model performs. "Write better evals" is a common 2025 refrain.
- evals67%
Plural of eval. The test suite — automated checks, golden-set comparisons, A/B preference — used to measure LLM output quality before shipping.
- standup check67%
A quick evaluation of whether someone or something is genuinely delivering — originally invoking the standup comedy standard of actually being funny, not just trying. Online it's used to call out whether a person's actions match their claimed values: are you actually standing up for what you said you would? A standup check can be a self-audit or a public challenge thrown at someone whose behaviour hasn't lined up with their words. In dev culture it also puns on the Agile standup meeting, questioning whether that daily ritual is even serving its purpose anymore.