this post was submitted on 27 Sep 2026
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It's more like the Sphere of Knowledge. The more you know about Linux (or pretty much any subject) that more you become aware of subjects you don't understand. Whereas when you don't know that much, there are fewer categories for which you are aware of your lack of understanding. Know unknowns vs unknown unknowns.
The Dunning Kruger-effect is a shaky concept. Recent studies seem to have disproved it in some ways.
The people who reference Dunning-Kruger often vastly overestimate how competent they are at statistics.
Plot with green points is Dunning Kruger data. It's hardly correlated.
Using this plot as a statistical argument against the idea of Dunning Kruger is pretty Dunning Kruger.
It’s a scatter plot with hella dense overlap and no density indicator, and a best-fit line that doesn’t match the visual skew. Different ranges and scales on the axes are wonky as hell and make it hard to follow a 1:1 reference line. Try tracing a mental line from (75,75) to (150,150) and it looks much cleaner.
It seems to show subjective vs. evaluated IQ results, which mostly shows people generally think they’re far above average. There’s clearly a statistically significant positive correlation in the trend of modest magnitude.
More importantly though, it’s a bit of a weird thing to tie to Dunning Kruger: The plot tells us something about how well people can guess how “cognitively gifted” they are relative to peers, but that’s not a reasonable proxy for how people might self-evaluate on a skill-based or knowledge-based domain.
E: and I went looking for the source and that’s fake, simulated data you’re presenting as real there lol https://en.wikipedia.org/wiki/Dunning%E2%80%93Kruger_effect#Statistical_and_better-than-average_effect
I'll correct myself, the data is simulated and I skipped the word. You are completely right to remind me of this. But there are a few important considerations here.
Wiki quote: "The initial study by David Dunning and Justin Kruger examined the performance and self-assessment of undergraduate students in inductive, deductive, and abductive logical reasoning; English grammar; and appreciation of humor."
Second of all, for this I have consulted the study itself, according to my cursory read the sample size of the study seems to be below 100. I'll let that speak for itself.
A new study working with more data, that doesn't just present generalised skill shows that, just like in the simulated data, it is still a blob following a normal distribution in terms of density. The simulated data was meant to show how misleading inferences can be made with noisy results.
It tends to explain why entry level programmers act the way they do. Like when I graduated I was definitely on the peak of mount stupid but as I learned more I realized how little I knew. I did not externalize this as I was just trying to make iy through my days, however I have seen some entry levels absolutely fuck things up because they thought they were geniuses. It was exactly like that bell curve where idiots and experts do the same simple thing but mediocre people do the most complicated thing possible with 5 layers of abstraction.
Just because it explains an experience, doesn't mean it's statistically true in a deep way. I would tend to agree that the Dunning Kruger effect is a nice logical story, a shorthand if you will. I would really be careful about placing undue confidence in neat little explanations of a stupefyingly complex word, especially when it concerns yet incomprehensible structures like the brain.
Being explained in experience is the worst proof, it's all bias. I should have been more clear, I want it to be true because it makes sense, but it is incorrect.
Ahh, that clears it up. I misunderstood you.