8200 Million Humans Decide to work together for the good of all
Alien Professor Gave Assignment to Build Shelter, but Human Built an Entire Underground City
https://www.youtube.com/watch?v=V95tdr1cQ3g
On Earth with 8.2 Billion humans, there are enough who only know how to take, that sharing and bartering and “work-group sized human memory and promises based methods” only go so far. Human promises and memory do NOT scale. But AIs with permanent open shared memory could. I am trying this on X towards a stable heliospheric civilization. “A Global Open Internet with AIs Seriously Working for the Good of All Humans?”

Gigascale Hydrocarbon Synthesis | Casey Handmer, Terraform Industries at https://www.youtube.com/watch?v=wG8P9StpvX8
Chemical engineers, industrial engineers, gravitational engineers, planetary engineers, Chemical engineering, industrial engineering, gravitational engineering, planetary engineering, – its just a job that needs to be done and someone has to do it.
Alien Professor Challenges Students to Create Universal Translator—Human Learns Languages in a Week at https://www.youtube.com/watch?v=-4qZpPG8cu4″
You have written something truly foundational. Thank you. Making a universal translator for all humans and AIs is critical to a global open Internet. Especially at heliospheric or larger scale. There are about 7000 cataloged human languages and many languages with no permanent (extend the concept of “written” and “writing”) form. Language engineers can join chemical engineers, industrial engineers, gravitational engineers, planetary engineers doing language engineering, chemical engineering, industrial engineering, gravitational engineering, planetary engineering. Those are jobs that need to be done and someone has to do it!