Should LLMs be used to review papers? AAAI is piloting LLM-generated reviews this year. I wrote a blog post arguing that using LLMs as reviewers can have bad downstream consequences for science by centralizing judgments about what constitutes good research.

bryanwilder.github.io/files/llmrev...

Steering language models by directly intervening on internal activations is appealing–but does it generalize?

We study 3 popular steering methods with 36 models from 14 families (1.5-70B), exposing brittle performance and fundamental flaws in underlying assumptions
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