I agree. The worst part about GitHub training LLM's on my FOSS code without permission for me is that they then keep the models to themselves. Like if you're going to use all my code without permission, at least allow me to run the model locally.

My personal opinion is that all models trained on copyleft code should be open-weights, most FOSS licenses didn't account for this specific possibility, but this is the only way to follow them in spirit.

Deepseek recently published a paper in which they describe that vision tokens contain more information than text tokens and that this can be used to compress context.

We present DeepSeek-OCR as an initial investigation into the feasibility of compressing long contexts via optical 2D mapping.

Experiments show that when the number of text tokens is within 10 times that of vision tokens (i.e., a compression ratio < 10×), the model can achieve decoding (OCR) precision of 97%. Even at a compression ratio of 20×, the OCR accuracy still remains at about 60%. This shows considerable promise for research areas such as historical long-context compression and memory forgetting mechanisms in LLMs.

It reminds me of LLM caveman speak, it used to have another option to use Chinese instead of English. A language like Chinese is seemingly better at encoding information in fewer tokens and I think this is the same mechanism why OCR tokens work so well.

That said, I also doubt that voice messages are more efficient than text prompts, but it's best not to waste too much time engaging with these sorts of LinkedIn posts (and LinkedIn in general).

It's being downvoted with little relatively little discourse because it's an insult with no relevance to the topic, in addition to supporting a comment from someone who is either trolling or has no idea what they're talking about

but it should've been clear to them

How clear was it?

This does not seem convenient at all, from the bash script to get relative links, to the file tags which are not synced across devices by standard git or file sync.

I think the latter

Exactly, my last laptop was around €750 but I remember looking for a similar (in terms of performance) Framework laptop and it was around €1200 if I remember correctly, not an insignificant difference for a student.

It's interesting that the people who claim to avoid politics being prioritized over technical merit in a project, usually end up doing so themselves. Nobody else cares about whether their Linux Distribution is "woke" (whatever that means) or not. NixOS is innovating with declarative configuration, Bazzite makes itself accessible to a whole new demographic, Debian continues casually maintaining global digital infrastructure and meanwhile in contrast, some are hunting for rainbows.

The thing is that people don't want to get that new game that that seems so fun to find out that it doesn't actually work. Other games not working is seen as a sign of potential future trouble.

For anyone else that is interested in what came of him:

Xu was expelled from the CCP and sentenced to five years in prison. He lived the rest of his life exiled from Beijing and died in 2021 at the age of 85.

Wouldn't it be better to have more specific tags like movies? e.g. "Sexual content", "Gore", "Death", "Violence" or for content that you truly want to avoid; "US Politics".

Better than coal or oil, it might even result in more R&D into reactor designs.