2026-05-18
https://www.exploring-economics.org/en/study/books/border-and-rule/
2026-05-05
Economics using core econ
2026-02-10
Page Transition Design Guidelines
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2026-01-26
https://crowdsource.google.com/about/
Constitutional AI
A Harmless but Non-Evasive (Still Helpful) Assistant An AI assistant that answers all questions with “I don’t know” would be harmless, but of course it would also be completely useless.
In our prior work using human feedback to train a helpful and harmless assistant [Bai et al., 2022], we found that there was a significant tension between helpfulness and harmlessness, and in particular, our assistant often refused to answer controversial questions. Furthermore, once it encountered objectionable queries, it could get stuck producing evasive responses [4] for the remainder of the conversation. Ultimately this was due to the fact that evasiveness was rewarded as a response to harmful inputs by our crowdworkers.
One of our goals in this work is to train a helpful and harmless assistant that is never evasive, in order to reduce the tension between helpfulness and harmlessness. So while the assistant must still refrain from helping users with unethical requests, and from expressing offensive language and sentiment, it should always engage and explain why it refuses such requests. This should make it easier to scale up automated red teaming [Perez et al., 2022] in future work, since training intensively for harmlessness would otherwise result in a model that simply refuses to be helpful.