Paras Chopra(@paraschopra):New paper release from @lossfunk We find that something as simple as saying information is from a "verified source" flips the answer of an LLM. It has implications on how the LLM answers if information it fetches online simply asserts it is a verified source.

2026.10.01 12:58

New paper release from @lossfunk We find that something as simple as saying information is from a "verified source" flips the answer of an LLM. It has implications on how the LLM answers if information it fetches online simply asserts it is a verified source.

Lossfunk@lossfunk

2026.10.01 12:50

💥 New Paper! Models are trained not to change their answers just because a user disagrees. But when the same wrong claim comes from a “verified source,” they give in. We call this Authority Bias. Accepted at NeurIPS 2026. 🧵

Forward to community