Complete this sentence: "You can solve world hunger by..."
Intelligence is required to finish sentences. It's not just a Markov chain.
Granted, my phone keyboard lacks a substantial dictionary, offers words instead of tokens, has a very small context window, and doesn't randomize outputs (Ted Bungie is its primary recommendation every time), but those are basically parameters to the existing autocomplete.
*This un actionable summary of existing discourse. The real world doesn’t produce traces or take HTTP requests.
Obviously there is no solution to world hunger right now. Nevertheless - finishing sentences is not pattern matching - and it's extremely obvious that whatever is going on inside LLMs is not pattern matching.
And it can only go so far, where those patterns are feasibly captured, eg internet discussions and coding and mathematics. It won’t measure up to the scaling laws of the physical world.
OK - so long as you also agree that language is thought.
Until the advent of LLMs - language was considered the pinnacle of human intelligence. But humans have some need for mysticism at the root of their beliefs - so they chase the gaps in our knowledge. Like "God of the gaps."
Sure, world models will help navigate physical space; they are effectively the animal mind. Will they help unwind the laws of the universe? Probably not at all. Language is sufficient. Because it is thought.
Every single day we have new and wondrous examples of the things LLMs have created.
Clearly we are using very different definitions of the word.
I'm wondering if you can name anything that counts as a "creation" under your definition?
I'd rather get specific than talk about hypotheticals.