Analysis shows that indiscriminately training generative artificial intelligence on real and generated content, usually done by scraping data from the Internet, can lead to a collapse in the ability of the models to generate diverse high-quality output.
Eventually an AI will be developed that can learn with much less data. In the end we don’t need to read the entire internet to get through our education. But, that’s not going to be LLM. No matter how much you tweak LLM models, it won’t get there. It’s like trying to tune a coal fired steam powered car until you can compete in a formula 1 race.
Eventually an AI will be developed that can learn with much less data. In the end we don’t need to read the entire internet to get through our education. But, that’s not going to be LLM. No matter how much you tweak LLM models, it won’t get there. It’s like trying to tune a coal fired steam powered car until you can compete in a formula 1 race.