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OK, hear me out. The future isn’t o4 or whatever. The future is when everyone, every language, every tool, every single library and codebase can train their own
by kubb 2y ago
OK, hear me out. The future isn’t o4 or whatever. The future is when everyone, every language, every tool, every single library and codebase can train their own custom model tailored to their needs and acting as a smart documentation which you can tell what you want to do and it will tell you how to do it.
People have been trying with fine tuning, RAG, using the context window. That’s not enough. The model needs to be trained on countless examples of question-answer for this particular area of knowledge starting from a base model aware of comp sci concepts and language (just English is fine). This implies that such examples have to be created by humans - each such community will need its own „Stack Overflow”.
Smaller, specialized models are the future of productivity. But of course that can’t be monetized, right? Well, the technology just needs to get cheaper so that people can just afford to train such models themselves. That’s the next major breakthrough. Could be anyway.