The individual human system (biologically) is a one of the largest distributed system. If there is a “metastable failure” in this system, there is a disease. Sometimes the human system recovers…but sometimes it cant. (Note that I am not talking about the natural lifespan ending but chronic or external diseases/issues).
How has this system bettered over time? Through evolution. Of course, now, the system is so complex that it is generally adaptive even without evolution.
Keeping that in mind, Evolutionary/Genetic algorithms, Generative Adversarial Networks, and Reinforcement learning seem to be some things which could work for this use case.
That was a great read…and I realised something.
The individual human system (biologically) is a one of the largest distributed system. If there is a “metastable failure” in this system, there is a disease. Sometimes the human system recovers…but sometimes it cant. (Note that I am not talking about the natural lifespan ending but chronic or external diseases/issues).
How has this system bettered over time? Through evolution. Of course, now, the system is so complex that it is generally adaptive even without evolution.
Keeping that in mind, Evolutionary/Genetic algorithms, Generative Adversarial Networks, and Reinforcement learning seem to be some things which could work for this use case.
Totally, that's a very analogy.