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I've learned to be wary of these cars in the bay area, they seem to cut it close often, and they get stuck because they're not L5. I hope municipalities know what they're getting.

So what's with the increased variance since 2021? Better tracking of pages maybe...


Every website that wants to, can just charge for dumps. Anubis or even Cloudflare can handle the rest I think.


Scrapers will ignore the dumps.

You can link to them in 10 million HTTP 429 responses, they will still ignore them.


Those scrapers can be blocked. Some scrapers won't ignore the responses, and maybe it'll lead to a meaningful reduction in scraping traffic.


This would be interesting on a Spark or two. I don't know how seamless the GPU and networking cluster setup would be when resource sharing between agent and post-training VMs.


Unfortunately as of today DGX Spark doesn't support GPU PCI passrhru for KVM

A good alternative is incus and running LXC and or OCI containers, GPU works in those and can be shared with multiple instances


What these people want is same thing people in every other field want too, which is being able to use AI as a tool and nothing more. Off course, some of the people that signed this might not recognize this, and the people who didn't sign it are actively working against such an equilibrium.


"It is difficult to get a man to understand something..."


Controlling how to train, not over fitting, making sure training data is good, and being able to do distributed training are all reasons why open weight isn't like open source. You can't fork during pre-training with open weight-only models.



Would it be so difficult to include a simple plastic case? Having to find/design 3D printed cases adds time to getting these projects set up. I don’t have a 3D printer and have to go to the local maker space to make anything.


Yeah, this does seem like a needless omission. Cardboard cases work sometimes. Plastic cases aren't too hard to find, but they do require modifications.



Start your own openrouter.


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