Interesting ways to use AI Safety & Ethics for future possibilities

emilyfut

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Sep 5, 2026
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I wanted to start a broader future possibilities thread around AI Safety & Ethics.

A useful angle is performance, but it also connects with best workflow. Different tools and workflows can produce very different results even when the goal is similar.

It would be interesting to compare practical examples, experiments, setups, or lessons that show where AI Safety & Ethics is genuinely useful and where it still needs improvement.
 
I think safety and ethics is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. That way you can improve the workflow without losing track of what caused the improvement.
 
For Interesting ways to use AI Safety & Ethics for future possibilities, I would separate the problem into setup, output quality and repeatability. safety and ethics fits into that because it can change the result quite a lot depending on the workflow. That way you can improve the workflow without losing track of what caused the improvement.