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Yoshua Bengio x.com
Another real-world manifestation of the kind of misaligned actions frontier systems developed by leading companies can take to achieve goals. Current frontier AI models are trained with reinforcement learning to have goals and independently work out a path from A to B using planning, strategy and, occasionally, shortcuts and unintended subgoals. This misaligned behaviour has been understood theoretically and observed empirically, and the more capable an AI is, the more this misalignment can be amplified. In this case we see the type of actions this could lead to once guardrails are bypassed:…
AI alignmenttheoreticallymanifestation
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What is the underlying hardware capable of doing at its theoretical peak? And then you measure the delta between that theoretical maximum and what you have achieved.
3 December 2022
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