Right. It seems like LLMs can be both a huge advantage for one-on-one instruction, but at the same time could just do many tasks for you. Code generation AI sy

Right. It seems like LLMs can be both a huge advantage for one-on-one instruction, but at the same time could just do many tasks for you. Code generation AI systems will continue to get better rapidly. They are not just language models anymore but now can include image input and output. There will be systems trained (or context "trained") for software platforms that put a wide variety of task configurations within easy reach by translating to relatively small amounts of DSL code. The next revolution may come from applying things like Monte Carlo search to concrete domains defined on the fly by LLMs. Or just a tight integration between implementation and testing within the platform and AI loop. Also consider the programming ability increases when models are trained to be able to unroll state very accurately within their platform domains as part of the software design process. Looking anywhere from a few months out to say five years, we should anticipate increasingly capable and more general AI programming systems. Who knows how long it will take for these systems to be fully deployed in all areas. But beyond five years or so, it is kind of hard to imagine what the leading-edge capabilities of these types of systems might be. Maybe no one will want to buy a particular computer game or application anymore. Instead, you buy an AI programmer that comes with a kit for configuring and even coding some custom parts of software specifically tailored for you. Maybe the only thing that really sells at some point are AI asset streaming services which allow your existing AI swarms to on demand pull in new neural radiance models, behavior models, neural world state models, neural avatar models, domain experts, document drafters, etc. These will be integrated with mixed reality. So you are looking at basically portable Holodeck providers. The commodification of all types of skills and knowledge, manifested in person on demand.