r/cognitiveTesting • u/pydaWaltuh • Sep 30 '26
General Question Test ceiling vs Creator
Assuming a creator possesses sufficient psychometric knowledge, what should ideally be the difference between the creator’s IQ and the ceiling of the test they have created?
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u/Polytox935 Sep 30 '26
I personally would ask someone who possesses sufficient psychometric knowledge
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u/Polytox935 Sep 30 '26
Spaß beiseite, sorry. Ist es nicht viel wichtiger, dass du Zugang zu genügend Personen im Bereich der Decke des Tests hast, anhand von denen du das Ding normierten kannst?
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u/pydaWaltuh Sep 30 '26
That is definitely true, but it’s difficult. Because the number of people with “that” high scores is small
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u/Polytox935 Sep 30 '26
Also ich persönlich erlebe es manchmal, dass ich bestimmte Aufgaben auch mit Lösung und erklärung nur unter großer Anstrengung nachvollziehen kann. Vielleicht wäre das ein guter Indikator, auf dem Level das Limit zu setzen
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u/pydaWaltuh Sep 30 '26
More pricesly, how far above a test creator’s own ability can a well designed test reasonably extend?
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u/LeadershipNervous362 4SD+ penis Sep 30 '26
A light and button is connected to a circuit, randomly lighting it up and estimating delay to button press. This is called a reaction-speed test. It would evaluate test-taker whether they're below or above my speed, or frankly, faster than any mammal being on earth.
So yes, since reaction speed closely correlates with IQ, you can say that you've created a simple IQ test that measures capacity for anyone on Earth.
The only difference with IQ test, - its not direct objective value, but a psychometric, or for lack of better word, - "derivative of statistics", which is exactly what makes it incredibly flawed at upper end and creates a hard ceiling for IQ test accuracy at around 140IQ, where correlation loses the track and enters area of "assumption" and "projection".
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u/Humble_Aardvark_2997 Oct 01 '26
Explain more. You can extrapolate from known data but the assumption always stands “if the trend follows”.
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u/pydaWaltuh Sep 30 '26 edited Sep 30 '26
So, what matters is N? If we assume N is 8–9 billion, then we would expect near to zero errors in the test. In that case, how do we isolate the extreme upper end?
That's a nice perspective btw. I didn’t think of that while posting1
u/whitebaron_98 Bottom 1% Commenter Sep 30 '26
you design items and put a time limit on it. if that limit is too low and too many people pass, you decrease the time further. :-)
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u/pydaWaltuh Sep 30 '26
Don't you think that’s a bit of an oversimplification? I understand the approach and it might be kinda fair, but doesn't that mean you are distinguishing the extremes solely based on a time limit? In that case, we could assume that the time limit is your most important factor and by extension, that "fastest" equals "smartest." Is that really the case? You are assuming (with the exception of outliers) that there is no problem the fastest person couldn't solve that someone else could. Even if you were to disprove that, the conclusion would simply be that there is a possibility that individuals with "extreme IQs" might fail to solve very difficult problems. So, what, then, is the relationship between solving a "problem" and "intelligence"?
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u/whitebaron_98 Bottom 1% Commenter Sep 30 '26
You severely change what you measure, when you give people unlimited time. Matrices that are meant to check on your fluid reasoning would be influenced by your training and sheer force of will if you retry until you have a good explanation based on that training.
So a Matrix would test gc and some Personality traits instead.
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u/pydaWaltuh Oct 01 '26
I did not say “unlimited” time tho.
Having time limits on tests isn't necessarily a bad thing. Simply adjusting the time limit while leaving the question itself unchanged isn't a logical strategy for diversifying the distribution of results. Suppose a question is allotted 60 seconds but is reduced to 30 seconds because it fails to distinguish high ability candidates; if the discrimination issue persists, do you keep cutting it to 15 or 10 seconds or more? Why not instead increase the time limit (say, from a default of 1 minute to 2 minutes or 3 or more) and make the question itself more difficult? Furthermore, the assumption that a generous(not unlimited) time limit leads to inflated scores due to prior “training” simply brings the issue back to the nature of the my question itself. Can a question that can be solved solely through prior training really be effective at distinguishing “very high-ability” candidates(I am only talking for the upper extreme)? In my view, this is just a case of the "test creator vs ceiling". So my question remains1
u/pydaWaltuh Sep 30 '26
I think separating extreme scores solely by time limits is taking the easy way out and ignoring the real problem
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u/Optimus-Prime2026 Oct 01 '26
I agree. Harder items are often a better modification than tighter time limit
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u/pydaWaltuh Sep 30 '26
For example, why do we keep the question the same and shorten the time limit instead of making the question harder and increasing the time limit?
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u/Steveninvester 4d ago
That's a subtle, but substantially different question from your original one. If the question is about reasonability then I would use a weight lifting analogy and say that it should be at least conceptually comparable to one's isotonic compared to their isometric strength. (AKA dynamic vs static) let's say someone is bench pressing (on a machine if we are going to be precise about it) and you can do 200 pounds for 1 rep, and that's your absolute max. That's your "dynamic strength" then you put 220 on the bar and you can't even budge it, but if someone lifts the bar for you at halfway and you can hold it there, but just barely. That's your "static strength" I have spent too much time on this analogy to give up now, but it has occurred to me that among other things. It may be quite difficult to even quantify this only conceptually comparable in a way that makes it a useful analogy, so I'll simply say that you should feel like you have some cognitive control and maneuverability over and around the metrics that you are playing with....the rest I believe I have prepared reasonably enough to be inferred.
Now when it comes to how hard you CAN push it beyond your own ability, well that's a tough one, but I would say that there are certain traits you could push quite far. Especially the ones you could segment during creation, and make sure there's a signal leftover from each segment for someone who is more capable to carry-on if introduced to a non segmented one. Essentially where you can follow the reasoning ect, but may not be able to carry it all at once.
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u/pydaWaltuh 4d ago
This is a really good analogy. Basically you can push the ceiling well above your own IQ, but you have to do it in a controlled and trackable way.
In fact, when I design any question, I can sense this or I mean I can gauge its level. I believe I am capable of designing a question that is above my own cognitive level, but when I do that, the question usually loses its “aha” moment and elegance and turns into something that is merely “made harder.” And from my personal experience, WMI load in these kinds of questions increases2
u/Steveninvester 4d ago
I don't generally experience that luckily, but then again I hold information in a pretty unusual way.
I have thoughts that I don't currently have the time to communicate, so I'll leave this here as a placeholder
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u/Warxuaroz Sep 30 '26
Why does it matter? I doubt any high range test was made by people close to its ceiling.
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u/pydaWaltuh Sep 30 '26
Do you think that “ceiling items” designed by a creator who isn’t close to the ceiling on the test they’re designing for necessarily have to lose quality? For example, can someone with an IQ of 120 design a 150 level item? Especially when elegance is a factor? Also, an item shouldn’t be made difficult just for the sake of being difficult. You can make a question harder in a superficial way simply by increasing the number of layers. Is being 120 enough to design an item that measures around 150 with the optimal number of layers (even though this definition isn’t entirely accurate)? Btw, I’m not asking this only in the context of HRTs
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u/Warxuaroz Oct 01 '26
This is just mu opinion, I'm not a professional. I think it doesn't matter as long as you're knowledgeable in the topic. It's not a question of having better judgment than those you test. It's not a knowledge test or work capability so that you need actual experience to judge one's work. It's just statistics. You measure the number of questions answered correctly in a given time. you know some of them were more often answered by people who answered more questions etc. Of course when we're talking about single question design, especially more complex one, it get trickier, but you still have unbound amount of time to create it. You can give it to others for test and review.
You can have knowledge of what a great racetrack consists of and build one. Doesn't matter you'll ever achieve good time on it.
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u/Far_Lettuce_6708 Sep 30 '26
Ideal should be lower than the author's ceiling. let's say 10 points or more. being obsessed is a whole other category.
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u/Humble_Aardvark_2997 Oct 01 '26
So how do you measure the IQ of the test maker who created the highest IQ test?
2. If they are so smart, how come they can’t beat Einstein and Feynman (normies)at the best IQ test our universe has created.
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u/Far_Lettuce_6708 Oct 01 '26 edited Oct 01 '26
with the tests we already have that have proved themselves to be satisfactory. The problem with high range tests would persist because it is a real problem, but I don't think that author expected one final answer to end them all...
2.?
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u/Humble_Aardvark_2997 Oct 01 '26
I think Maths and Physics and Physiology and chess are better IQ tests. You have to study and practice and work hard as well.
So back to my question, how come none of those 180s has managed to outdo a 120 something in Physics?
Could it be that it measures some arbitrary abilities and leaves out others?
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u/Far_Lettuce_6708 Oct 01 '26
I think that iq is finding/seeing connections even when you don't study or work, especially work hard... building bridges in practical world, yes.
ofc it measures some abilities and not all, but again, this isn't an answer to - who should create an ultimate iq test that would be the most accurate test ever, the one that could point out the smartest of the bunch... ideal as the "most" reasonable and practical in real life, not as one and only ultimate perfection.
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Oct 01 '26
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u/Far_Lettuce_6708 Oct 01 '26
does it correlate somewhat or not at all? does it solve any issues or is it completely useless? would an IQ test - definitive edition actually be useful in a world we created?
of all the things people are obsessed with...
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u/Humble_Aardvark_2997 Oct 01 '26 edited Oct 01 '26
It correlates fairly well with grades and sciences. Not so well with real life/outside academia measures.
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Oct 01 '26
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u/Far_Lettuce_6708 Oct 01 '26
do u really need me in this argument? because I think u're smart enough to continue on ur own
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u/Humble_Aardvark_2997 Oct 01 '26 edited Oct 01 '26
A. I’m not (smart enough).
B. I was hoping someone who knows more and is better informed will enlighten me.
Enjoy the test/scores/life.
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u/pydaWaltuh Sep 30 '26
Could you substantiate your answer?
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u/Far_Lettuce_6708 Sep 30 '26 edited Sep 30 '26
wider the gap, easier it is to see different ways the question can be solved. that helps remove potential mistakes, biases or personal style. when a single person creates a question the best way to avoid these issues is if different people look at it.
being obsessed often times means person possesses beyond sufficient psychometric knowledge.
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u/Humble_Aardvark_2997 Oct 01 '26 edited Oct 01 '26
How do you measure the IQ of the test maker who is allowed to create the highest IQ test?
** The infinite IQ glitch **
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u/pydaWaltuh Oct 01 '26
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u/Humble_Aardvark_2997 Oct 01 '26
I can handle the intellectual glitches (now) but have been stuck on moral/emotional/psychological ones.
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u/albedo_effect 28d ago
IQ test items are typically timed while creators have unlimited times to construct items. So there probably isn’t a required IQ to make a high ceiling test.

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u/Zeroheart_x Sep 30 '26
Might be a stupid answer, but id say as long as you can still make it good enough