The wavefunctioncollapse algorithm measures whichever tile currently has the lowest entropy. GPT-3 always just measures the next token. Of course in prose those are usually the same, but I expect some qualitative improvements once we get structured data with holes such that any might have low entropy, a transformer trained to fill holes, and the resulting ability to pick which hole to fill next.
Until then, I expect those prompts/GPT protocols to perform well which happen to present the holes in your data in the order that wfc would have picked, ie ask it to show its work, don’t ask it to write the bottom line of its reasoning process first.
Long shortform short: Include the sequences in your prompt as instructions :)
The wavefunctioncollapse algorithm measures whichever tile currently has the lowest entropy. GPT-3 always just measures the next token. Of course in prose those are usually the same, but I expect some qualitative improvements once we get structured data with holes such that any might have low entropy, a transformer trained to fill holes, and the resulting ability to pick which hole to fill next.
Until then, I expect those prompts/GPT protocols to perform well which happen to present the holes in your data in the order that wfc would have picked, ie ask it to show its work, don’t ask it to write the bottom line of its reasoning process first.
Long shortform short: Include the sequences in your prompt as instructions :)