Minervini Says Model Faithfulness Depends Heavily on Environment
University of Edinburgh lecturer comments on aryopg et al research into model faithfulness.
TLDR
Pasquale Minervini, tenured Lecturer in NLP/ML at the University of Edinburgh and affiliated with EdinburghNLP, posted that whether a model is faithful depends heavily on environmental factors. He stated that faithfulness, mechinterp, and safety research should take those factors into account. Minervini called the work by @aryopg et al amazing and linked to their post at twitter.com/aryopg/status/2094727222926155985. He is also Co-Founder and CTO of Miniml.AI.
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