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How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?

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Re: How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?

#22

Earlier quoted context omitted.

Huh? The images are tokenized in the same way language is and it’s just fed into one single model. Not multiple smaller expert models. Image gets rasterized into smaller pieces (eg 4x4 pixels) and each of those is assigned a token, similarly how text is broken up into tokens. And the whole thing is fed into a single model.

Yes I'm saying > Imagine face recognition to work like a text chat, where the PC gets the frame from the camera and writes in the chat: "Who's that? Here's the RGB888 image in hex: ...". that's p much how it works.

But that isn’t a specialized model like the grandparent claimed, but rather a single, multi-modal model.

Re: How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?

#23
post #2

That's why LLM will eventually be used only for initial interaction between the user in their language, to prepare the data to a specialized model. Imagine face recognition to work like a text chat, where the PC gets the frame from the camera and writes in the chat: "Who's that? Here's the RGB888 image in hex: ...".

That's actually how vision language models already work, pretty much.

And there's a reason nobody uses them for face recognition

Vision language models are an incredible achievement in the generality and usability. But they pay a hefty price in fidelity and speed

Re: How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?

#26

Earlier quoted context omitted.

Yes I'm saying > Imagine face recognition to work like a text chat, where the PC gets the frame from the camera and writes in the chat: "Who's that? Here's the RGB888 image in hex: ...". that's p much how it works.

But that isn’t a specialized model like the grandparent claimed, but rather a single, multi-modal model.

Yes, the "imagine" was showcasing the opposite of a specialized model to call it a bad idea.

Re: How Fast Does Claude, Acting as a User Space IP Stack, Respond to Pings?

#27

This is cool, let aside the token usage, perhaps it can help analyze tcp throughput by redirect wire shark/to dump result

Opus 4.6 is already very good at troubleshooting all kinds of network problems if it has access to the command line tshark tool and the pcap files.
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