Recent comments in /f/singularity

Emory_C t1_j4nfrmc wrote

Quite a long time, maybe. One of the key limitations of GPT-4, as well as other language models in its class, is the context window.

In the case of GPT-3, the context window is approximately 2,048 tokens. This means that when generating text, GPT-3 can only consider the 2,048 tokens immediately preceding the point at which it is generating text. This can make it difficult for the model to maintain coherence and consistency when generating longer texts, such as a book.

When GPT-4 is developed, it'll likely still be limited by the context window . Researchers would need to develop new architectures that are able to take into account a larger context window. This is complex as hell, and it is not clear if it'll be possible with our current hardware limitations.

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SoylentRox t1_j4neivp wrote

Correct but this was done at a small scale by chatGPT employees. I am saying we look at every novel that has data on its sales, every story on a site that has metrics of views or other measurements of quality and popularity, etc.

This might give the machine more information on what elements work that people like. Maybe enough to construct good stories.

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SoylentRox t1_j4nckq8 wrote

So here's the feature I think you need to make the tool work:

right now, the machine works by:

<current symbol buffer> + neural network -> <current symbol buffer> + 1 symbol

It needs to become

f(all previous sessions symbols) = salient context

<salient context> + <current symbol buffer> + neural network -> <current symbol buffer> + 1 symbol + <updated salient context>

"Salient context" is whatever the machine needs to continue generating text to match to something like a detective story. So it needs to remember the instructions, the main character's names, and so on. It does not need to remember every last word previously in the story.

To make it really good it needs to be aware of metrics of quality. Amazon/royalroad number of reviews and review ratings. Number of copies sold of the novel on the market. Etc. This way it can weight what it learns from text by how much humans liked that particular structure of text.

After that you'll need the AI to generate many stories, get user feedback, and iterate. I think eventually they will be good, and at some point past that it may discover ways to make them REALLY good that humans have not.

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Hazzman t1_j4n7rao wrote

Memories are tiny globs of slime that cling to our neurons. Those tiny globs slide up and down your neurons like trains on a track. When you remember something they slide into an area of the brain called "Salitzar's Pit" which spreads the glob across a cluster of cells that 'read' the memory.

These artificial neurons can transmit memories - a capability that eluded scientists until now. Meaning we can take all the globs of a person's memories and put them in an artificial brain and I'm making all of this nonsense up.

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