Why Future AIs will Require New Alignment Methods
Argues that alignment methods suited to current short-horizon AIs may be shallow, and that deeper alignment for long-horizon AI will need new methods, tested only as time horizons grow.
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Topic Alignment
Source LessWrong · 2
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Deliberative Credit Assignment: Making Faithful Reasoning Profitable
Proposes Deliberative Credit Assignment, a reviewer-model training method that rewards causally useful reasoning steps so that faithful chain-of-thought becomes advantageous. It is a theoretical proposal with planned experiments.