alt Hacker NewsBut it does encode it! Each subsequent token's probability space encodes the next word(s) of the book with a non-zero probability that is significantly higher than random noise.
If you had access to a model's top p selection then I'd bet the book is in there consistently for every token. Is it statistically significant? Might be!
I'm not cheating because the number of attempts is so low it's irrelevant.
If I were to take a copyrighted work and chunk it up into 1000 pieces and encrypt each piece with a unique key, and give you all the pieces and keys, would it still be the copyrighted work? What if I shave off the last bit of each key before I give them to you, so you have a 50% chance of guessing the correct key for each piece? What if I shave two bits? What if it's a million pieces? When does it become transformative or no longer infringing for me to distribute?
The answer might surprise you.
Your test is more like the following:
Consider a password consisting of random words each chosen from a 4k dictionary. Say you choose 10 words. Then your password has log_2(4k)*10 entropy.
Now consider a validator that tells you when you gets a word right. Then you can guess one word at a time, and your password strength is log_2(4k*10). Exponentially weaker.
You're constructing the second scenario and pretending it's the first.
Also in your 50% probability scenario, each word is 1 bit, and even 50-100 bits is unguessable. A 1000 word key where each word provides 1 bit would be absurdly strong.