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joe@devnet.io https://www.devnet.io https://github.com/devnet-io

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Depending on the question that possibility can be quite rare these days. If you ask “How does x work in this codebase?”, it will read a bunch of files and give you a very likely to be accurate answer. If your using a platform without that context and ask it something more abstract, well, your mileage will vary.

DeepSeek can surpass proprietary models by “profiting” from open research and open source, why couldn’t the proprietary models do the same?

DeepSeek did something legitimately innovative with their addition of Group Relative Policy Optimization. Other firms are certainly free to innovate as well.

Doesn't seems so surprising to me. Most school shootings are perpetrated by those involved in the school community in some way. Similar domestic violence, humans are a lot more likely to commit these types of crimes against those they know personally.

Absolutely. This is how RDP works as well. It's one the few areas where I think the Windows ecosystem has a better approach.