Pluralistic Alignment: One Model, Many Values
RLHF optimizes for an average human preference — but humans disagree. The Artificial Hivemind problem, counterfactual alignment, and why one-size-fits-all safety is a design choice we should question.
Opinion
Does RL Actually Make LLMs Reason Better?
The evidence is more complicated than the hype suggests. RL improves sampling efficiency but may not expand reasoning capacity — and longer chains of thought don’t always help.