Knowledge versus Language
The biggest limitation of today’s Large Language models (LLMs)—or just ChatGPT for many people who aren’t in the AI space—is the tight coupling between the language, knowledge and context. I call today’s kind of statistical approximation ‘lossy’ because its representation cannot be converted back to the original meaning at all times. Now I’m biased because I have solved how brains work sufficiently to vastly improve AI with an implementation that will revolutionize how our devices work. With sufficient funding we can demonstrate our differences while progressing a valuable roadmap for society. I laid this out in my book ‘How to Solve AI with Our Brain’ including my 5 year vision and how this will be achieved, in Chapters 18-20. The final frontier in science: how…

