Show HN: Cerno – CAPTCHA that targets LLM reasoning, not human biology

plawlost 12 points 20 comments March 31, 2026
cerno.sh · View on Hacker News

Discussion Highlights (13 comments)

opem

this game is a rage bait! Try solving on a mobile device. I don't think an elderly person would ever be able to get through this!

iwalton3

Unfortunately it didn't work for me with my trackball mouse. I tried multiple times. This is very likely also problematic for accessibility without another verification pathway, as assistive devices and screen readers would fail the heuristics too.

dcliu

Interesting idea but it didn't accept me the first 3-4 times I tried to draw the path on laptop trackpad - going slow led to it failing before I was finished, going fast led to messy paths that were rejected as well. Could something like this work for users with different levels of dexterity?

kccqzy

I am on a mobile device and I consistently find that my finger is not precise enough to draw a path; it kept complaining about path “not quite right” where my path just touched the wall a little bit. And when my finger literally obscures the screen while drawing, it essentially means I have to memorize an entire path before beginning. This requires significant spatial thinking skills and short-term memory for a human and it is absolutely unfair for a human to expend that much cognitive power to access a website.

happytoexplain

Everybody is saying it's impossible on mobile/trackpads, but I couldn't do it with a mouse either :(

CoUHKT57BSe

I'm assuming this is an april fools joke... cause it just don't work at all as a CAPTCHA.

ravenical

Is the idea that if you /pass/, you're an AI?

_diyar

I‘m as confused as the other commenters, especially since it‘s unusable on an iPad.

simlevesque

I did it correctly with a mouse and was rejected. Then I drew a straight line and was rejected. Then I closed the tab.

Surac

Does not work on a touchscreen. Can’t see maze under finger and smh it always kicks me in the middle of the drawing

ceayo

am i a robot or is this just way too hard?

1attice

Did not work for me (kept getting "something's not right") but I applaud the concept. I worry a bit about accessibility but that is a problem all CAPTCHAs have

DHolzer

like the idea, but i cant see what i'm doing when my finger coveres the screen

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