One general comment I'll give to this. Combining neural networks (like ChatGPT) and logical (like Wolfram Alpha) AI systems has been the aim of many people for

One general comment I'll give to this. Combining neural networks (like ChatGPT) and logical (like Wolfram Alpha) AI systems has been the aim of many people for 30 years. If someone manages it well, it will be a massive step forward for AI, probably bigger than the progress made by the GPTs so far. However, while there are lots of ideas, no-one knows how to do it (that I know of), and unlike the GPTs, it isn't a problem that can be solved by just throwing more computing power at it.