Sunday, July 12

Tag: Artificial Intelligence

[D] Could AI alignment benefit from “transformational” training instead of mostly transactional reward training?
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[D] Could AI alignment benefit from “transformational” training instead of mostly transactional reward training?

I’ve been thinking about a possible bridge between AI alignment, reward hacking, and transformational leadership. A lot of AI training seems behaviorally transactional at a simplified level: That makes sense, and I’m not arguing against it. But recent alignment work on reward hacking and emergent misalignment raises a deeper question: are we only shaping outputs, or are we also shaping something like a model’s functional “character”? I don’t mean character in the human-consciousness sense. I’m not claiming models have souls, feelings, or moral agency like humans do. I mean character operationally: stable tendencies that generalize across contexts, especially under pressure, ambiguity, incentives, or temptation. What caught my attention is research suggesting that when models are trained ...
What AI capability do you think is still surprisingly underdeveloped?
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What AI capability do you think is still surprisingly underdeveloped?

We've seen huge progress in coding assistants, image generation, reasoning, and voice AI over the last few years. But what's one capability that you expected AI to be much better at by now, yet still feels disappointing? For me, it's long-term memory and maintaining context across complex, ongoing tasks. It has improved, but it still isn't as seamless as I'd hoped. submitted by /u/Sandesh_jagtap [link] [comments]
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