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occz | 4 months ago

You'll be waiting for a long time then, probably. Making codecs is actually a hard problem, the type of thing that AI completely falls over when tasked with.

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lxgr|4 months ago

Compression is actually a very good use case for neural networks (i.e. don't have an LLM develop a codec, but rather train a neural network to do the compression itself).

It works amazingly well with text compression, for example: https://bellard.org/nncp/

circuit10|4 months ago

Considering AI is good at predicting things and that’s largely what compression does, I could see machine learning techniques being useful as a part of a codec though (which is a completely different thing from asking ChatGPT to write you a codec)

lyu07282|4 months ago

Yeah in the future we might use some sort of learned spatial+temporal representation to compress video, same for audio. Its easier to imagine for audio: Instead of storing the audio samples, we store text + some feature vectors that uses some model to "render" the audio samples.