Maybe we need a site like reddit for self-help tips. That way you could try the thing that worked for the most people first.
In response to
Beware of Other-Optimizing
There's a Personal Productivity Stack Exchange site (in public beta since 2 days). (It's also what lead me here.) (Not exactly like reddit but similar.)
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"how could you determine that the AI provided the actual source code..."
You don't, you release the source code that you tested, and if the AI is playing nice then the code you tested IS the AI.
Basically that's a pretty nice idea, but surely the AI egg would be able to discern if it interacts with a sim or reality and select different conducts accordingly.