Lots of things not using semvar that I always just assumed did.
The question is how do our individuals, and more importantly our various social and economic systems handle it when exactly what humans can do to provide value for each other shifts rapidly, and balances of power shift rapidly.
If the benefits of AI accrue to/are captured by a very small number of people, and the costs are widely dispersed things can go very badly without strong societies that are able to mitigate the downsides and spread the upsides.
If you're interested in why compression is like understanding in many ways, I'd suggest reading through the wikipedia article on Kolmogorov complexity.
The heavy lifting here is done by embeddings. This does not require a world model or “thought”.
Except...
> Another important note - some binary blobs and other non-free software components are used today in PebbleOS and the Pebble mobile app (ex: the heart rate sensor on PT2 , Memfault library, and others). Optional non-free web services, like Wispr-flow API speech recognizer, are also used. These non-free software components are not required - you can compile and run Pebble watch software without them. This will always be the case. More non-free software components may appear in our software in the future. The core Pebble watch software stack (everything you need to use your Pebble watch) will always be open source.
So 100% FOSS, except for the parts that are closed source now, and any that they add later.
I'd suggest looking at a format like msgpack to see what a binary data format could look like: https://msgpack.org/
Then be aware that proprietary formats are going to be a lot more complicated. Or maybe it's just zipped up json data, only way to tell is to start poking around at it.
>Python async sucks
Python async may make certain types of IO-blocked tasks simpler, but it is not going to scale a web app. Now maybe this isn't a web app, I can't really tell. But this is not going to scale to a cluster of machines.
You need to use a distributed task queue like celery.