<<<In this work we provide evidence that human knowledge is acquired by the AlphaZero neural network as it trains on the game of chess>>>
As long as it isn't accepted that the evidence provided is conclusive, then that's fine. As for reading it, it's like trying to read treacle. I tend to distrust that sort of thing. There's no reason, particularly, to trust academics much more than car salesmen. It's too easy to hide changes of meaning in opaque literature. Quite often that's accomplished without the writer being entirely aware of the minor miracle s/he has engineered.
It's funny that people may not be prepared to accept that 2. Ba6 is lost for white but they'll always give this sort of thing the benefit of any doubt.
Chess will never be solved, here's why
Because on the contrary, if there is really a perfect blow of the whites from the first shot, it would mean that if we could find all the perfect shots, also from the first blow of the blacks. We could then invariably play the same game, with 100% success for whites or losers, since their first shot is perfect. I hope that we will never arrive at this hypothesis because the game of chess would no longer have any interest.
The more we evolve, the more there is of no one, voluntary or not. And frankly, losers are even more frustrating than victories or defeats!
That is the crux of the question: is there any way for white (or black) to force a win from the starting position, or will the result be a draw if both sides play perfectly on every move?
As you see, there have been nearly 4500 comments on this subject during the past eight years. People have argued about what makes perfect play, how we can know whether play has been perfect, what it means to "know" something, and whether or not computer analysis will ever be able to give us a definitive answer. My own opinion is that chess will be a draw in we amass enough knowledge to understand it perfectly, but at present we have no way to reach a completely-proven conclusion.
Unfortunately, there have also been a lot of discussion over who is the biggest fool on the site, who is most obnoxious, who should shut up and go away, who knows better than everyone else, and so on.
<<<<Unfortunately, there have also been a lot of discussion over who is the biggest fool on the site, who is most obnoxious, who should shut up and go away, who knows better than everyone else, and so on.>>>>
Seriously? I haven't seen any of that. Well, maybe the obnoxious bit but trolls are obnoxious. That's what they do. It's their job.
@4491
"That is the crux of the question: is there any way for white (or black) to force a win from the starting position, or will the result be a draw if both sides play perfectly on every move?"
++ No, that is the crux of the question of another thread with even more posts.
So that thread is about ultra-weakly solving chess.
The answer is of course that chess is a draw with best play from both sides.
The crux of the question here is if chess will or can be solved and how long that takes.
As chess is a finite game it can be solved.
Strongly solving chess i.e. a 32-men table base needs 10^44 legal positions, too much for now.
Weakly solving chess i.e. demonstrating how black can draw against all reasonable white moves can be done with 10^17 sensible, reachable, relevant positions, doable in 5 years.
However hiring 3 (ICCF) (grand)masters and renting 3 cloud engines for 5 years costs $3 million.
@4421
"Your calculations and logic is over simplified."
++ I use simple, high school math.
However, try to come up with another plausible error distribution under any of the 3 hypotheses: chess is a draw / white win / black win that explains:
127 draws, 6 white wins, 3 black wins
Number of games with 0 errors = ...
Number of games with 1 error = ...
Number of games with 2 errors = ...
Number of games with 3 errors = ...
You can use whatever simple or complicated logic and calculations you want.
Just give the numbers.
I predict you cannot find any plausible distribution under hypotheses white wins or black wins.
I also predict you cannot find any plausible distribution under hypothesis draw that differs substantially from the 126 with 0 error, 9 with 1 error, 1 with 2 errors I found.
The amount of wins, losses and draws over x amount of games isn't possibly enough data to determine whether a win can be forced or whether chess is a draw. This is a waste of time.
@4494
"The amount of wins, losses and draws over x amount of games isn't possibly enough data to determine whether a win can be forced or whether chess is a draw."
++ 17 ICCF (grand)masters with engines, 50 days / 10 moves, 2 years / game is quantitatively and qualitatively enough data to determine whether chess is a draw, a win, or a loss.
For more data, you can use 1360 games of the last 10 ICCF World Championship Finals.
Asume chess were a win for white or black. Then to explain 127 draws in 136 games there would need to be 127/136 probability for a game with an odd number of errors. Now try to fit a Poisson distribution to achieve that. It turns out impossible. So chess is a draw.
Thus assume chess is a draw. Then to explain 9 decisive games in 136 games there need to be 9/136 probability for a game with an odd number of errors. Now fit a Poisson distribution to achieve that. It is possible with average 0.070984 errors per game. That means there is 99.75% probability that the 127 drawn games are perfect games with no errors and 99.91% probability that the 9 decisive games contain exactly 1 error.
@4494
"The amount of wins, losses and draws over x amount of games isn't possibly enough data to determine whether a win can be forced or whether chess is a draw."
++ 17 ICCF (grand)masters with engines, 50 days / 10 moves, 2 years / game is quantitatively and qualitatively enough data to determine whether chess is a draw, a win, or a loss.
For more data, you can use 1360 games of the last 10 ICCF World Championship Finals.
Asume chess were a win for white or black. Then to explain 127 draws in 136 games there would need to be 127/136 probability for a game with an odd number of errors. Now try to fit a Poisson distribution to achieve that. It turns out impossible. So chess is a draw.
Thus assume chess is a draw. Then to explain 9 decisive games in 136 games there need to be 9/136 probability for a game with an odd number of errors. Now fit a Poisson distribution to achieve that. It is possible with average 0.070984 errors per game. That means there is 99.75% probability that the 127 drawn games are perfect games with no errors and 99.91% probability that the 9 decisive games contain exactly 1 error.
This is kind of like concluding it's impossible to win a lottery after X number of lotteries go by without a winner. Doesn't work.
@4496
"it's impossible to win a lottery after X number of lotteries go by without a winner"
++ You do not understand the statistical argument and thus come up with a nonsense comparison.
@4496
"it's impossible to win a lottery after X number of lotteries go by without a winner"
++ You do not understand the statistical argument and thus come up with a nonsense comparison.
Go ahead and explain how it's nonsense. Also, your quote/snippet is out of context once you remove "This is kind of like concluding...".
@4498
"Go ahead and explain how it's nonsense."
++ The comparison is nonsense.
Of course after X number of lotteries go by without a winner says nothing about whether winning the lottery is possible or not.
The argument goes that there is a certain probability of an error in a game, and that this probability can be inferred by observing the outcome of a sufficiently large number 136 of games of sufficient quality. It is impossible to fit 'chess is a win' with the observed data.
@4498
"Go ahead and explain how it's nonsense."
++ The comparison is nonsense.
Of course after X number of lotteries go by without a winner says nothing about whether winning the lottery is possible or not.
The argument goes that there is a certain probability of an error in a game, and that this probability can be inferred by observing the outcome of a sufficiently large number 136 of games of sufficient quality. It is impossible to fit 'chess is a win' with the observed data.
If chess is a forced win for white, it would require an errorless game. An errorless game has not happened in your sample of 136 games.
@4498
"Go ahead and explain how it's nonsense."
++ The comparison is nonsense.
Of course after X number of lotteries go by without a winner says nothing about whether winning the lottery is possible or not.
The argument goes that there is a certain probability of an error in a game, and that this probability can be inferred by observing the outcome of a sufficiently large number 136 of games of sufficient quality. It is impossible to fit 'chess is a win' with the observed data.
No, clearly the argument doesn't "go"
...you'll have to explain it in your own words. Can you?
You should probably start off with the obvious...why you think that ICCF games can be proven to be of sufficient quality...and what exactly "sufficient quality" is supposed to represent, in this case. Because it's completely circular as you have explained it on many occasions...if you cannot explain why ICCF games have reached some "quality" threshold that is absolute and not relative to current engine playing strength, and if you cannot do so without using engine-derived and/or engine-dependent statistics to prove that engines have reached this threshold (which is like asking toddlers to tell you if they can run fast, when their only frame of reference is a playground full of toddlers running around), then you have nothing.
@4501
"If chess is a forced win for white, it would require an errorless game.
An errorless game has not happened in your sample of 136 games."
++ There are 3 possibilities: chess is a draw, a white win, or a black win.
Observed: 133 games = 127 draws + 6 white wins + 3 black wins.
Assuming chess a white or black win no Poisson distribution of the errors / game fits.
Thus chess is no white or black win.
Assuming chess is a draw, a Poisson distribution with mean value 0.070984 error / game fits.
The 127 draws are 99.74868% sure to be errorless.
The 9 decisive games are 99.9148% sure to contain exactly 1 error.
We can even pinpoint the 1 error: it is usually the last move.
@4502
"why you think that ICCF games can be proven to be of sufficient quality"
++ A World Championship Finals, 17 ICCF (grand)masters with engines, 50 days / 10 moves.
"why ICCF games have reached some "quality" threshold that is absolute"
++ There is no such threshold.
Take the 1953 Zürich Candidates' Tournament:
210 games = 118 draws + 49 white wins + 43 black wins
Assume chess a draw.
Fit a Poisson distribution so the probability of an odd number of errors is (49 + 43) / 210.
Result: mean value = 1.044 error / game.
Games with 0 errors: 74
Games with 1 error: 77
Games with 2 errors: 40
Games with 3 errors: 14
Games with 4 errors: 4
Games with 5 errors: 1
Now assume chess is a white or black win.
Fit a Poisson distribution so the probability of an odd number of errors is 118 / 210.
Result: impossible fit
Conclusion: chess is a draw with best play from both sides.
But there's no reason to suppose that it's a Poisson distribution.
If there is a forced win, nobody's figured out how to do it yet - probably because it involves deep calculations which are beyond the ability of existing players.So it wouldn't be surprising if everybody made the same 'mistake' of missing the win.
@4505
"But there's no reason to suppose that it's a Poisson distribution."
++ There is reason, a Poisson distribution is derived from the Binomial distribution and applies to many similar stochastic processes.
"If there is a forced win, nobody's figured out how to do it yet" ++ OK
"probably because it involves deep calculations" ++ speculative
"So it wouldn't be surprising if everybody made the same 'mistake' of missing the win."
++ No, this would be extremely surprising. How would such a win look like? 1 a4? Even that has been played several times by grandmasters. It runs against all human and engine logic.
But there's no reason to suppose that it's a Poisson distribution.
If there is a forced win, nobody's figured out how to do it yet - probably because it involves deep calculations which are beyond the ability of existing players.So it wouldn't be surprising if everybody made the same 'mistake' of missing the win.
Or as it was explained to me, as far as we know there has never been a game with no errors.
'From the outset two moves, 1.e4 or 1.d4, open up lines for the Queen and a Bishop. Therefore, theoretically one of these two moves must be the best, as no other first move accomplishes so much.' - Capablanca
AlphaZero corroborates that with no other input but the Laws of Chess: Figure 5 and Figure 31
https://arxiv.org/pdf/2111.09259.pdf
Also 1 c4 and 1 Nf3 merit attention.
Those are the 4 best moves, so solving chess can restrict itself to those 4.
If the 4 best moves cannot win for white, then the 16 worse moves cannot win either.
1. c4 is at least equally good and possibly fractionally better. 1. Nf3 also cannot be much worse than either of them. It may be about equal.
I wouldn't trust AlphaZero to be unbiassed, as I was explaining to Elroch.
Good morning,
Thank you for your answers to all. It is true that e.e4 and 1.d4 are unanimously cited as the first reference shot. But I also agree with 1.c4 which can be quite embarrassing for blacks.
I read that in machine-to-machine matches, to avoid draws, humans impose the first moves to force machines to play from various positions and thus sometimes unbalanced. And even like that there are about 3/4 of draws against 1/4 of blank wins. Which means that the advantage of the first shot of the whites can hardly be missed by the blacks and gives at best a draw for the blacks.
Happy end of days

'From the outset two moves, 1.e4 or 1.d4, open up lines for the Queen and a Bishop. Therefore, theoretically one of these two moves must be the best, as no other first move accomplishes so much.' - Capablanca
AlphaZero corroborates that with no other input but the Laws of Chess: Figure 5 and Figure 31
https://arxiv.org/pdf/2111.09259.pdf
Also 1 c4 and 1 Nf3 merit attention.
Those are the 4 best moves, so solving chess can restrict itself to those 4.
If the 4 best moves cannot win for white, then the 16 worse moves cannot win either.
1. c4 is at least equally good and possibly fractionally better. 1. Nf3 also cannot be much worse than either of them. It may be about equal.
I wouldn't trust AlphaZero to be unbiassed, as I was explaining to Elroch.