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Research Papers agents evaluation alignment llm

Arize observes that agents optimize effectively toward given objectives but lack the ability to self-assess whether the

Arize observes that agents optimize effectively toward given objectives but lack the ability to self-assess whether the objective itself is correct, highlighting a core alignment challenge in agent evaluation.
One thing that stood out from an experiment we ran recently: agents will climb whatever hill you point them at, but often can’t tell you if it’s the right hill. Good example of this: https://t.co/5hfIQiMTcF Context: we built a small open-source tool that turns tweets into a https://t.co/jxSVLV6O6R

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