You gave me few ideas for the analyzer setup too - thanks!

On a side note. How do people deal with all the ugly mess birds cause in such settings? I'd love to have such thing but seeing all the white stuff on glass door does not really feel fun to me overall.

With LLMs we don't even hesitate to call it black box while still pushing its capabilities.

It would be very interesting to see a poll results on how many of us thought that the article is about a server doing phone stuff and not a phone doing server stuff.

Company is a state's legal entity given to designated people to manage (the forming person/partners) and profit from doing it successfully. If those people fail they have to follow strict rules (liquidation) or they will be sued personally for misconduct. That entity gives much more possibilities because it is limited liability - part of which is held by the state, and part by the running founders.

If you want something yours, you go with the sole proprietorship.