what we care about is which one they wear in high-stakes situations where e.g. they have tons of power and autonomy and no one is able to check what they are doing or stop them. (You can perhaps think of this one as the “innermost mask”)
I think there are also valuable questions to be asked about attractors in persona space—what personas does an LLM gravitate to across a wide range of scenarios, and what sorts of personas does it always or never adopt? I’m not aware of much existing research in this direction, but it seems valuable. If for example we could demonstrate certain important bounds (‘This LLM will never adopt a mass-murderer persona’) there’s potential alignment value there IMO.
I agree with Daniel here but would add one thing:
I think there are also valuable questions to be asked about attractors in persona space—what personas does an LLM gravitate to across a wide range of scenarios, and what sorts of personas does it always or never adopt? I’m not aware of much existing research in this direction, but it seems valuable. If for example we could demonstrate certain important bounds (‘This LLM will never adopt a mass-murderer persona’) there’s potential alignment value there IMO.
This is also a very interesting point, thank you!