Imagine I have a huge bag full of dice. Every 5 minutes I throw the dice on the floor. Any one that comes up a 6, I and put it to one side. All the dice that don’t come up a 6, I put back into the bag, and 5 minutes later, I throw the dice in the bag on the floor again.
On the first throw, about 1/6 of the total will come up with a 6, and 5/6 will go back in the bag. On the second throw, about 1/6 of the remaining (so 5/36 of the original total) will come up a 6, so I have 25/36 of the original left never having had a 6. Then 125/216, then 625/1296 etc. As decimals, these will be 1, 0.83333, 0.694444, 0.5787, 0.482253 … After the 4th round, so 20 minutes, you can see that the number left that have never had a 6 goes from 0.57 to 0.48, so half the dice are gone.
If I put all the dice back in the bag, and start again, I will get the same basic result. The individual dice that come up a 6, and the number of throws they take to come up a 6 will be different, but the basic fact that 1/6 of the total will come up a 6 on each throw will still be the case.
Obviously this depends on there being a lot of dice. If I start with 10, random chance will mean the results are different. If I start with 1000, though, I will get predictable results. If I start with a billion (1000000000), the results will be very even. If I start with a billion, do 4 throws so I have 4822530000 or so left, I will still see the same pattern for the next 4 throws. And so on.
In 250g of Uranium, there are over 600000000000000000000000 atoms of Uranium present. That is a very big number indeed.
Radioactive decay is like rolling a dice. Any one atom could decay at any one time, and there is no way to predict which one will, or in which order. There is nothing special about any one of them. What matters is that there is a truly huge number of them, and then the statistical probability wins.
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