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How much can AI companies control the AI?
(sh.itjust.works)
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It's easy enough to control the systems an LLM actually has access to. What an LLM will actually try to do within its limits can be unpredictable though. So if you have a lack of safeguards and a lack of oversight, it can indeed "go rogue" in a way and potentially do dangerous things.
I firmly believe that the recent "breakout" events at OpenAI etc were stunts though. Those companies want these things to happen to make their point about LLMs needing regulation (which will ultimately benefit them by preventing competition and open-source AI).