Can the mind generate random numbers?

Click For Summary

Discussion Overview

The discussion explores the concept of whether the human mind can generate random numbers, examining the nature of randomness in human thought and the limitations of both human cognition and software-based random number generators. It includes theoretical considerations, personal reflections, and references to psychological phenomena such as dreams.

Discussion Character

  • Exploratory
  • Debate/contested
  • Conceptual clarification
  • Technical explanation

Main Points Raised

  • Some participants suggest that true randomness cannot be achieved by the human mind, as it is inherently pattern-seeking.
  • Others propose that while humans may not generate truly random numbers, their outputs could be more random than those produced by software algorithms.
  • A participant questions the distinction between the conscious and subconscious mind in generating random numbers.
  • Some argue that dreams are not random but rather a combination of memories and themes, which reflects a non-random process.
  • There is a suggestion that human-generated randomness could be influenced by external factors, such as timing in physical actions (e.g., clicking a button).
  • A participant references the concept of "Patternicity," suggesting that humans have a tendency to find patterns even in random data.
  • Some participants discuss the implications of using human-generated randomness in cryptographic applications.
  • There are references to studies and articles that explore the nature of dreams and their relation to randomness, with differing opinions on whether dreams can be considered random.

Areas of Agreement / Disagreement

Participants express multiple competing views regarding the ability of the human mind to generate random numbers, with no consensus reached on the nature of randomness in thought or dreams.

Contextual Notes

Limitations in the discussion include the lack of empirical evidence for claims about randomness in human thought, the dependence on subjective interpretations of dreams, and unresolved questions about the definitions of randomness and pattern recognition.

Ivan Seeking
Staff Emeritus
Science Advisor
Gold Member
Messages
8,252
Reaction score
2,664
A bit off the wall, but anyone who plays with random number generators quickly learns that it is impossible to make one that is truly random, using software alone. Has anyone ever considered whether people can actually generate random numbers? How does the mind produce a number "randomly"? Do we have any idea?

It is pretty easy to imagine analyzing person-generated random numbers and looking for a pattern.
 
Physics news on Phys.org
I've sometimes wondered about random number generation and have thought that a good one would consist of software that generates numbers starting from user input and the time of the request.
 
Is asking whether the mind can possibly generate a random number and whether our conscious mind can generate a random number the same or different question?
 
Ivan Seeking said:
Has anyone ever considered whether people can actually generate random numbers?
Yes, they can't. (At least, certainly not deliberately.) See, for example, the http://www.neko.co.il/games4rand.pdf" (an article WP cited).
 
Last edited by a moderator:
Our brains really aren't very suited to random ANYTHING. We're designed to look for patterns from the limbic system on up to the frontal lobe. Besides, we don't think in large enough terms to be good generators. I would say that our subconscious is too much a pattern-seeker, and our conscious is far too limited by our daily experiences.

Even someone experience a tonic-clonic seizure isn't havig a "random" storm across their neurons. I think our dreams say it all: We put disparate elements together, awake or asleep... that is fundamentally non-random.

Anyway, atmospheric noise, or some other complex natural phenomana are much simpler to use. Using a number of such sources and combining them, then slapping that on a one-time-pad is the essence of security, and also emblamatic of fundamental limitations to any encryption which is not utterly random.

EDIT: By "think in large enough terms", let's say you pick random numbers... how big do you go? A 1-100? 0-1million? 0-1sextilion? Are you drawn to primes, or even numbers, or feel a need to artificially distribute your choices over the whole spectrum, when true random could be "10382429, 5, 289, 043734, 5" do you include fractions?

I can't even think of an agnosia or TBI or any condition which would eliminate patterns from emerging.
 
Frame Dragger said:
. I think our dreams say it all: We put disparate elements together, awake or asleep... that is fundamentally non-random.

What produces the disparate elements in dreams?
 
Ivan Seeking said:
What produces the disparate elements in dreams?

A good question, but one that is clearly NOT random. Dreams are generally not random, but a pastiche of underlying elements which then trigger an internal narrative. It seems to primarily be active in consolidating long term memories, and contain common themes. Dreams are very patterened, and the REM sleep is certainly complex and active, but random?

That said... all of our dreams are subject to the lens of our recall OF them. Our sleep is very cyclical, and the activity during REM doesn't appear random, even on an EEG. The seeming oddity is usually a matter of how our brain forms connections between proximate experiences, thereby trigerring memories which are far older. Understanding those patterns may be impossible, but like the use of the letter "E" in Enlish, themes emerge in dreams which are predictable.
 
Every number we think of has came from an earlier memory. If I were to think of the number 1, it could be how many hot dogs I ate for lunch, an answer to a math problem or something else.

So no number is truly random when it is thought of, but it is far more random than what a program could make. The programs function could be identified, and any number that is supposedly random, could be predicted. Although the same could be said for a human mind. If you were exposed to sequences of numbers all day, and asked to generate a random number, there would be a high probability of you picking one of the numbers that was shown to you.
 
MotoH said:
Every number we think of has came from an earlier memory. If I were to think of the number 1, it could be how many hot dogs I ate for lunch, an answer to a math problem or something else.

So no number is truly random when it is thought of, but it is far more random than what a program could make. The programs function could be identified, and any number that is supposedly random, could be predicted. Although the same could be said for a human mind. If you were exposed to sequences of numbers all day, and asked to generate a random number, there would be a high probability of you picking one of the numbers that was shown to you.

Yep, and it works the same way with memories... we synthesize, and create new dreams by associating memory "1" with "One" and "Won" and ".1"... etc... suddenly you're dreaming about how one person won the one-on-one by .1 seconds! A good computer with time could crack it.

Michael Shermer has an interesting concept he calls a human tendency towards "Patternicity". A big sophomoric, but still, well taken and a good point. We are pattern seekers, awake, or asleep. To do otherwise would be interesting, but contrary to basic survival.
 
  • #10
I know of a programmer who, needing cryptographically secure (y'know, if you encode your message with a series of random characters which all go 123... it might not be hard to decode, so the more random looking the better) had the user click a button a number of times.

The timing in between clicks, measured at the millisecond level, determined randomness. Therefore, I can think humans can generate at least kinda random numbers, if nothing else through imprecision... or would a human trying to click like a metronome look like a bell curve? (Ie, might his the 'miss', the amount of time he's off, look like a bell curve as it fluctuates) How random IS that?

You could just have some subjects try to generate random numbers and then run a statistical study... even if there no random, is the mind so complex it would be difficult to find a pattern?
 
  • #11
k_squared said:
I know of a programmer who, needing cryptographically secure (y'know, if you encode your message with a series of random characters which all go 123... it might not be hard to decode, so the more random looking the better) had the user click a button a number of times.

Similar idea (keys, not mouse buttons) was used for generation of random primes in PGP version used in early nineties (BBS, Fido time).

--
Borek AKA Top Secret BBS, 2:480/25
 
  • #12
Frame Dragger said:
A good question, but one that is clearly NOT random. Dreams are generally not random, but a pastiche of underlying elements which then trigger an internal narrative. It seems to primarily be active in consolidating long term memories, and contain common themes. Dreams are very patterened, and the REM sleep is certainly complex and active, but random?

Do you have any references for this; that they are indeed not random? I have read just the opposite.
 
  • #13
Ivan Seeking said:
Do you have any references for this; that they are indeed not random? I have read just the opposite.

Yes. May I ask where you read "just the opposite"? By any chance, here? http://www.medical-hypotheses.com/article/S0306-9877(05)00114-3/abstract

For every "tit" of this there is a "tat" http://www.medical-hypotheses.com/article/S0306-9877(07)00480-X/abstract

Here is one well accepted view which partially agrees with you: "After a brief period of Stage 4 sleep, and to prevent us from falling into a deep coma, our brain partially arouses us: Our brainstem, the most primitive part of our brain, stimulates the higher levels of our brain with random impulses and returns us to Stage 2 sleep, associated with REM’s and dreams. We stay in the REM dream stage for a while and then again return to deeper stages."

The thing is... you COULD try and measure those random impulses, but while they TRIGGER dreams, they have nothing to do with content. Dreams themselves are highly patterned, much as the response to sensory deprivation is. You can predict many aspects of both, and the brain-stem does seem to be... spastic... during that time. That said, the "random" firings do not result in random dreams. Your dreams are formed from what you experience, what you can imagine, and some would say basic archetypes (I don't necessarily agree with that), and even if the trigger is random, that's it.

I'm not pawing through old JAMA archives to find a dozen studies, each contradicting the other. There are endless examples of studies which contradict each other in this field. I should point out that dreams are not exactly a perfectly understood quantity, nor is sleep in general. I can imagine differing points of view, but I'd be interested to see medical evidence of human random number generation. "Listening" to the brain-stem is not arguably more effective than radioactive decay, or atmospheric noise + keystrokes.

It would seem to be contrary to the nature of human decision making, if we experienced random ANYTHING above the level of the brain-stem. I am yet to see a study which proves that random activity (although it is widely accepted). So, again, I'm curious as to what exactly you've been reading.
 
  • #14
What is required of a number that it be considered random?
 
  • #15
I don't think single number can be considered random, sequence can. For that it must pass statistical tests.
 
  • #16
Borek said:
I don't think single number can be considered random, sequence can. For that it must pass statistical tests.

I think a person could come up with a set of numbers that are statistically random, but they wouldn't be logically random in that, in arriving at the set the person would be screening them for fullfillment of the criteria that they be statistically random. In other words, the set would be ultimately non-random in that it had to stick to the rule of being statistically random. Engineered disarray. Intelligently designed pattern deprivation.
 
  • #17
The solution is quite simple, in my opinion.

Your answer depends on which model is correct. If the ability of the brain to process/generate information is caused by the macro (non-quantum) states of the brain - determined, then your supposed random numbers aren't random.

If something like Penrose's ORCH OR model is correct, then this may allow randomity into the picture when thinking of numbers.

When you answer the question of whether the mind is determined or stochastic (thereby giving you you have "Random will" not no free will), - caused by random quantum events or more macro (potentially) predictable events, you'll have your answer. Until then, you cannot know.
 
  • #18
There are no such things as numbers. What number is an apple or an I beam? You'll find ink and paper, and flashing billboards with a pattern in this shape: "1". You might find silicon chips that change physical states. You may find protons, electrons or neutrons. But you won't find numbers because numbers are symbolic representations that quantify something. Numbers are concepts.

If there are no conscious living things, numbers cease to exist because concepts can't exist except where conscious things are around to contemplate them.

You will find things that change state; and these things will be made of mass. The particles or groupings of particles will have measurable positions that interact with each other. You'll find quantities of them. You may even assign a numerical value to how many you find. But you won't find numbers.

The question should be, "can the mind generate random EVENTS?"
 
  • #19
All one needs is a random sequence of 1's and 0's.

One can possibly set a decision rule such as "1 if childhood memory, 0 if adulthood memory" or "1 if concrete thought, 0 if abstract thought" then let one's memories/thoughts flow freely; pressing a button every time one remembers or thinks of a certain memory or thought.

It would be interesting to see if the result would pass randomness tests.
 
  • #20
The following requires a subject and an experimenter. The experimenter asks the subject questions that the subject does not know the answer to, and requests the subject to "guess." Every time the subject guesses correctly, the experimenter records "1," otherwise a "0" is recorded.
 
  • #21
If I give you a piece of white paper full of little black dots on it and ask you to pick one, would your choice be a random one (like quantum fluctuations is), or could it be predicted/calculated even before you chose it (if we assume our brains obey just firm classical laws and that we are capable to calculate everything since the Big Bang)?
 
  • #22
The answer might depend on the exact definition of random. If random means that every sequence of numbers is equaly probable then I highly doubt a person could generate random numbers. If random means that the next number in a sequence is unknowable by any knowable algorithm then I would say that a person could generate random numbers.
 
  • #23
A prime number does not yield an integer value when divided by any number other than itself or 2. It is that simple. Random numbers are a little more complicated. Testing whether a series of numbers are truly 'random' is difficult. Probability theory is usually applied in these cases, but, you need an enormous data set to make a claim with any mathematical certainty.
 
Last edited:
  • #24
Chronos said:
A prime number does not yield an integer value when divided by any number other than itself or 2.

Sounds like a second number, not prime number.
 
  • #25
Ivan Seeking, Please see Dr. S. J. F. Philpott in The British Journal of Psychology this article:

http://onlinelibrary.wiley.com/doi/10.1111/j.2044-8295.1952.tb00339.x/abstract?

The subjects in his study were asked to perform repetitive tasks as regularly as possible. The resultant "work curves" showed a periodicy which seemed to correspond to the subjects’ alpha rhythms. This suggests humans cannot generate random numbers because there are repeating periodic processes in our brains.
 
Last edited:
  • #26
Ivan Seeking said:
A bit off the wall, but anyone who plays with random number generators quickly learns that it is impossible to make one that is truly random, using software alone. Has anyone ever considered whether people can actually generate random numbers? How does the mind produce a number "randomly"? Do we have any idea?

It is pretty easy to imagine analyzing person-generated random numbers and looking for a pattern.

I can randomly generate a "7" at any given moment. So... yes.
 
  • #27
This might interest you, go to
http://www.bbc.co.uk/podcasts/series/iots
and scroll down to "Random and Psuedorandom".
 
  • #28
Boy@n said:
If I give you a piece of white paper full of little black dots on it and ask you to pick one, would your choice be a random one (like quantum fluctuations is), or could it be predicted/calculated even before you chose it (if we assume our brains obey just firm classical laws and that we are capable to calculate everything since the Big Bang)?

It is well known from experiments in marketing that if you put several brands of a product on a supermarket shelf, the brands in the middle of the line sell more than the ones at the end, independent of how you you shuffle the order of the brands on the shelf.

But if you ASK shoppers why they chose a particular brand, they NEVER say "because it was in the middle of the shelf".

If you want to argue that "selecting dots on a piece of paper" is fundamentally different, I think you need a good testable reason why it's differerent
 
  • #29
I'm skeptical of true randomness in conscious decisions. It's more likely that such sensations felt by humans are still deterministic processes. People often confused chaotic and random in this discussion. Our choice can be very chaotic (sensitive to noise).

there have been free-will experiments that involve "brain-reading machines" that can predict people's choices. The people believed they were making spontaneous choices at the time. It was actually first done quite a while ago, by Libet (surprised his name hasn't come up in this thread yet).

John Dylan Haynes

https://www.youtube.com/watch?v=N6S9OidmNZM

Patrick Haggard:

https://www.youtube.com/watch?v=IQ4nwTTmcgs
 
  • #30
Borg said:
I've sometimes wondered about random number generation and have thought that a good one would consist of software that generates numbers starting from user input and the time of the request.

From my programming days, this is actually what most languages do (programming languages). For example, I think it is C or C++ that generates random numbers using the computer's clock. Hrm...may have been VB6 though...hard to remember that stuff...so long ago.
 

Similar threads

  • · Replies 56 ·
2
Replies
56
Views
8K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 40 ·
2
Replies
40
Views
18K
  • · Replies 15 ·
Replies
15
Views
1K
Replies
25
Views
4K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 1 ·
Replies
1
Views
4K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 88 ·
3
Replies
88
Views
10K
  • · Replies 10 ·
Replies
10
Views
3K