Yes, that is the analogy I am making. People argued that bicycles (a tool for humans to use) could not possibly work - even as people were successfully using them.
People use drugs as well but I'm not sure I'd call that successful use of chemical compounds without further context. There are many analogies one can apply here that would be equally valid.
Sucks about the foreclosure so you should sign up for welfare services b/c if your finances are that bad then you will need government assistance to get back on your feet.
In any event, I don't think you're going to get any kind of support from OpenAI by posting it here. They don't understand how any of it works either so they won't be able to tell you why you get "echoes" of previous answers.
Programming a GPU in 2025 is complex, that might be because it has been made complicated, but regardless, it is not complexity that this project can control.
The fact that it competes with PyTorch in so few lines speaks to the incredibly low incidental complexity imposed by Tinygrad.
If you think you can do better, the code's right there and you're welcome to try! There's a giant pile of money at the end of the rainbow for you if you can uncomplexify it.
This means whatever NNs are currently used for "safety" will need to be extended. In the limit you essentially get another network of the same width & depth as the original network but which is designed for rejecting all "unsafe" queries which are context hijacking bomb construction with stories about fruits.
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