This may all sound like 'wishy washy soft knowledge' but I don't think it is, that is a false distinction to claim that any problems that originate with communications are a "soft problem" and not worthy of technical or scientific analysis. I say such problems are technically too complex for our smartest. Such problems require huge amounts of empathy and life experience to even begin any level of forward progress capable analysis.

What do LLMs to? You know this: they are sentence completion engines, that through this process of sentence completion can be used to create software than then "does work". This indirection is critical, it is "how this works" and is the true power of LLMs that is STILL not being recognized. The power of LLMs is their communications capacity, their ability to complete sentences, which is so subtle the entire world of software engineers and artificial intelligence everybody has not identified that simple "variable expansion" as the true power of LLMs. LLMs do not do work, they enable the creation of software that then does work.

With a technology so subtle, want to know what is inevitable? A bifurcation of the population into those that believe in magic and those that understand it well enough to make magic nobody considered possible. Why did I say "magic"? Because people are giving up understanding, and that makes what we do magic.

These formal educations we receive are half baked. We cannot use them without other specialists, specialists we specialists ourselves probably cannot afford. We cannot discuss what we do with anyone but other specialists of our same color and stripe, the same star shape on our bellies. We're not being taught how to communicate, not really, not in general, not in a manner that enables us to function without some corporate apparatus extracting the maximum while always offering statistically less than the market average.

What I meant by knowledge not remaining difficult once understood is that there is a collective consciousness hurdle that we as a society can move on. Once how to express difficult ideas and controversial question and answer exchanges become better understood in general, and once how to handle situations that currently cannot even be discussed due to the emotions they stir become less emotional storms and become logical frameworks people can discuss in abstract, then we become a more functional society than we are now.

It was used for a series of feature films you all probably saw: the Chronicles of Narnia series, the Scooby Doo live action CG films, the Garfield films with the CG Garfield, and Life of PI.

People both loved and hated it. They loved the insights into the studio's capabilities, and they hated thinking through how the thing operated, and they hated the thought process of constructing a new whatif scenario, because they had to THINK.