The Shape of Ancient Dice Suggests Shifting Beliefs in Fate and Chance
theatlantic.com
theatlantic.com
Also the "primes" configuration of faces could be an attempt to minimise bias. A weighted die is less useful if the high numbers are opposite each other.
Differing beliefs in how games of chance work may still be an arbitrage that works to the advantage of casinos and lotteries.
A biased dice may appear random, but over time youre bound to roll a given number or set of numbers more often. Over time, it adds up to a big advantage.
Assuming people had less trust in these dice you end up with different games.
There is no earlier known work on the calculus of probability.
The I Ching is elegant from a modern binary/math perspective because it appears to be an ancient hierarchy of 1-bit symbols (yin/yang), stacked into 3-bit symbols (triagram=element), and finally stacked into 6-bit symbols (hexagram). These are, apparently, descriptions of situations at hand or situations to come. The arrangements of these 64 hexagrams make a modern math mind speculate about binary counting and the reason for a particular ordering [1] and it all seems very orderly and balanced and evenly distributed. Or so you would think.
Then one learns that the traditional methods of division using those 64 hexagrams (e.g. the yarrow stalk method) is quite unevenly distributed. The dice are weighted, so to speak, to give some outcomes more often than others.[2]
Did the Chinese ancients know this and design it this way? Did they care? Was it a mistake? ¯\_(ツ)_/¯
[1] https://www.biroco.com/yijing/sequence.htm
[2] https://aleadeum.com/2013/07/12/the-i-ching-random-numbers-a...
Those artifacts could be sacrificial or similar special use dice, not something people would use on a game or bet on thinking that some god will even their odds.
Also, in modern dice when we want nonequal chance of outcomes we use two dice and sum. This wouldn't be needed if a die had unequal probabilities per face.
We know that cleromancy (casting of lots) was practiced among Hebrew populations and in ancient Rome [0]. Under a worldview in which the knowledge and will of the divine is made manifest through natural acts, where things aren't just "happenstance" but are inherently infused with meaning, this makes complete sense.
This is also why trial by ordeal was a thing in many ancient societies, and why it was seen to be legitimate enough to have as part of a judicial system. The idea is that divine forces will show their favor based on the outcome of what would seem to us to be chance. Now there were probably some that were more cynical or less so about all this, and that may be part of how such systems actually gained legitimacy, because those in authority could tip the scales occasionally [1].
I don't think we can compartmentalize the beliefs and mindsets of people, especially ancient people, into "secular" and "religious" domains. It was all intertwined in a way that is hard for us to relate to in modern times, even among modern religious people.
[0] https://en.wikipedia.org/wiki/Cleromancy [1] https://aeon.co/ideas/why-the-trial-by-ordeal-was-actually-a...
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EDIT: I did some more reading and found something interesting -- there is a mention of "loaded dice" in the Mahabharata: [2]
>Shakuni's dice were off course made of his father's thigh bone and is believed to possess that special power of giving the number according to Shakuni's will.
From this the idea that dice could be manipulated or used to cheat in various ways seems to have been known far in the past, but there is still an interesting connection between dice-rolling and supernatural influences, even in the case of loaded dice. One of these days I should learn more about the Mahabharata.
[2] https://www.quora.com/Mahabharata-Hindu-epic-How-did-Shakuni...
Source?
The author, Peter Bernstein [2], was brilliant and his other works also merit your attention if you are interested in economics and finance.
[1] https://www.amazon.com/Against-Gods-Remarkable-Story-Risk/dp...
As if someone would play dice (and have fun) with a completely rational mind...
Don't confuse accepting small odds and the spending money with being "irrational".
I can't imagine that going undetected for long. Which probably means the owner was also capable of sleight of hand.