1. Increase the size of the neural network to improve its ability to learn and make more accurate predictions.
2. Use more diverse and high-quality training data to improve the accuracy of the neural network.
3. Optimize the hyperparameters of the neural network to improve its performance.
4. Use transfer learning to incorporate knowledge from other domains into the neural network.
5. Develop more sophisticated algorithms for training the neural network.
6. Use ensemble learning to combine the predictions of multiple neural networks.
7. Incorporate additional chess-specific knowledge into the neural network, such as opening theory and endgame strategies.
8. Use a multi-task learning approach to train the neural network to perform multiple tasks related to chess.
9. Implement a self-play mechanism to allow the neural network to learn from its own experiences.
10. Investigate new architectures for neural networks, such as transformers or recurrent neural networks, to see if they improve performance.
ChatGPT
Moderator: Ras
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Re: ChatGPT
Give me ten plausible ideas how the current chess engine stockfish with a neuronal net could be improved.
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Re: ChatGPT
What it seems to be doing is piecing together snippets of information that it knows about that relate to the question in a way that answers the question.
This seems to be similar to what we (domesticated apes) would do, and seems to thus give it the same strengths and weaknesses as we would have on answering a request.
This is, of course, a "quick glance" impression.
This seems to be similar to what we (domesticated apes) would do, and seems to thus give it the same strengths and weaknesses as we would have on answering a request.
This is, of course, a "quick glance" impression.

Human chess is partly about tactics and strategy, but mostly about memory
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Re: ChatGPT
Not just chess it can do: on Saturday, England are playing France in the world cup quarter finals, and the French player Mbappe has been getting through defences rather easily, so I asked:
"A football player called Kylian Mbappé has the ability to think, move and change direction quickly. How could the opposing team prevent him from breaking through their defence?"
The reply:
"There are a few ways that a team could try to prevent Kylian Mbappé from breaking through their defense. One way is to double-team him, with two defenders marking him closely whenever he is near the ball. This can make it more difficult for him to find space to move and to make a pass or take a shot on goal. Another way is to use a physical, strong defender to try to body him off the ball and disrupt his movements. This can make it harder for him to control the ball and to find the space he needs to create scoring opportunities. Finally, the team could try to anticipate Mbappé's movements and be ready to defend any passes or runs that he makes. This requires good communication and coordination among the defenders, as well as a good understanding of Mbappé's tendencies and strengths."
Hope Southgate (England's head coach) is taking notes!
"A football player called Kylian Mbappé has the ability to think, move and change direction quickly. How could the opposing team prevent him from breaking through their defence?"
The reply:
"There are a few ways that a team could try to prevent Kylian Mbappé from breaking through their defense. One way is to double-team him, with two defenders marking him closely whenever he is near the ball. This can make it more difficult for him to find space to move and to make a pass or take a shot on goal. Another way is to use a physical, strong defender to try to body him off the ball and disrupt his movements. This can make it harder for him to control the ball and to find the space he needs to create scoring opportunities. Finally, the team could try to anticipate Mbappé's movements and be ready to defend any passes or runs that he makes. This requires good communication and coordination among the defenders, as well as a good understanding of Mbappé's tendencies and strengths."
Hope Southgate (England's head coach) is taking notes!

Human chess is partly about tactics and strategy, but mostly about memory
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Re: ChatGPT
Provide me with a minimal working source code of a chess engine
It's difficult for me to provide a minimal working source code for a chess engine, as the process of creating a chess engine involves a significant amount of complex programming and knowledge of computer science and chess. Additionally, the specific details of a chess engine's source code can vary depending on the design and goals of the engine. Here is a very basic example of a chess engine written in the Python programming language:
Keep in mind that this is a very basic example and doesn't include many of the features and capabilities that a more advanced chess engine would have. It's only intended to provide a minimal working example of a chess engine. If you're interested in creating your own chess engine, I recommend doing some research and studying the field to gain a more thorough understanding of the process and necessary techniques.
Nice, could you expand it so that I can enter moves?
Sure, here is a modified version of the code that allows the user to enter moves:
It's difficult for me to provide a minimal working source code for a chess engine, as the process of creating a chess engine involves a significant amount of complex programming and knowledge of computer science and chess. Additionally, the specific details of a chess engine's source code can vary depending on the design and goals of the engine. Here is a very basic example of a chess engine written in the Python programming language:
This code creates a chess board using the chess library, and then enters a loop where it generates a list of all legal moves and chooses a random move to make on the board. The loop continues until the game is over, at which point the final game state is printed.import chess
board = chess.Board()
while not board.is_game_over():
# Generate a list of all legal moves
legal_moves = list(board.legal_moves)
# Choose a random move from the list of legal moves
move = random.choice(legal_moves)
# Make the move on the board
board.push(move)
# Print the final game state
print(board)
Keep in mind that this is a very basic example and doesn't include many of the features and capabilities that a more advanced chess engine would have. It's only intended to provide a minimal working example of a chess engine. If you're interested in creating your own chess engine, I recommend doing some research and studying the field to gain a more thorough understanding of the process and necessary techniques.
Nice, could you expand it so that I can enter moves?
Sure, here is a modified version of the code that allows the user to enter moves:
This code is similar to the previous example, but it adds a few additional features. It prints the current game state before each move, and it prompts the user to enter a move. It also includes a check to verify that the entered move is legal, and if it's not, it prompts the user to try again. This allows the user to play a game of chess against the engine, with the engine making random moves and the user entering their own moves. As before, this is a very basic example and doesn't include many of the features and capabilities of a more advanced chess engine. It's only intended to provide a minimal working example of a chess engine that allows the user to enter moves.import chess
board = chess.Board()
while not board.is_game_over():
# Generate a list of all legal moves
legal_moves = list(board.legal_moves)
# Print the current game state
print(board)
# Prompt the user to enter a move
move = input("Enter a move (e.g. e2e4): ")
# Verify that the move is legal
if move not in legal_moves:
print("Illegal move, please try again.")
continue
# Make the move on the board
board.push(move)
# Print the final game state
print(board)
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Re: ChatGPT
A good article giving a bit of perspective - link. While ChatGPT is amazing in comparison to anything that's gone before, and certainly has its uses, it's easy to get mesmerised and fail to notice all the things it cannot do.
Reminds me of a former colleague who told me that it's amazing how much bad quality code you can get away with when the UI looks sexy!
Reminds me of a former colleague who told me that it's amazing how much bad quality code you can get away with when the UI looks sexy!

Human chess is partly about tactics and strategy, but mostly about memory
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Re: ChatGPT
I was going to ignore this thread at 1st, but later just watch a video about this very same thing! My 10 year old son has taken a interest in programming, so I let him watch the video I was viewing , to say the least this sure is interesting. 
'1st they came to laugh, Now they come to learn'

'1st they came to laugh, Now they come to learn'
"Good decisions come from experience, and experience comes from bad decisions."
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Ted Summers
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Ted Summers
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Re: ChatGPT
This is definitely creepy. It may not be invicible, but it definitely acts in kind of an intelligent way. Previously I thought it might be able to do all Rolf Tueschen Posts, but there seems to be more to it. Scary.AdminX wrote: ↑Fri Dec 09, 2022 4:55 pm I was going to ignore this thread at 1st, but later just watch a video about this very same thing! My 10 year old son has taken a interest in programming, so I let him watch the video I was viewing , to say the least this sure is interesting.
'1st they came to laugh, Now they come to learn'
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Re: ChatGPT
Yeah, and it's not the only one. CoPilot comes to mind.Peter Berger wrote: ↑Fri Dec 09, 2022 7:52 pmThis is definitely creepy. It may not be invicible, but it definitely acts in kind of an intelligent way. Previously I thought it might be able to do all Rolf Tueschen Posts, but there seems to be more to it. Scary.AdminX wrote: ↑Fri Dec 09, 2022 4:55 pm I was going to ignore this thread at 1st, but later just watch a video about this very same thing! My 10 year old son has taken a interest in programming, so I let him watch the video I was viewing , to say the least this sure is interesting.
'1st they came to laugh, Now they come to learn'

"Good decisions come from experience, and experience comes from bad decisions."
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Ted Summers
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Ted Summers
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Re: ChatGPT
Some TRULY inspiring, uplifting and heart-warming news: ChatGPT can pass the Watson Glaser test for solicitors - link!
Obviously there's a way to go yet, but for me, this is the sound of the starting gun on a process that will bring an end to the legal profession - an improvement that cannot come quickly enough!




























Obviously there's a way to go yet, but for me, this is the sound of the starting gun on a process that will bring an end to the legal profession - an improvement that cannot come quickly enough!
Human chess is partly about tactics and strategy, but mostly about memory
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Re: ChatGPT
Well this brought me down with a bump!

Will a wing that is entirely enclosed within an aircraft provide lift?
ChatGPT wrote:Yes, a wing that is entirely enclosed within an aircraft can provide lift. In fact, many aircraft, such as jetliners and some military aircraft, have wings that are entirely enclosed within the fuselage. These types of wings are called enclosed wings or enclosed canard wings. They are designed to be aerodynamically efficient and provide lift in the same way as traditional exposed wings. The main difference is that enclosed wings are more aerodynamically efficient because they are shielded from the wind and other external factors, which can reduce drag and improve the overall performance of the aircraft.
Human chess is partly about tactics and strategy, but mostly about memory