151 citations · 151 across the 3 of their papers we have counts for
3 papers
Perfect Detection, Failed Control: The Geometry of Knowing vs. Steering in Language Models
Cosimo Galeone, Anna Ettorre, Minsu Park +2
A central aspiration of mechanistic interpretability is controllability: if we know where a behavior is represented in a model's activations, we should be able to modify it. This r…
When Correct Isn't Usable: Improving Structured Output Reliability in Small Language Models
Cosimo Galeone, Minsu Park, Giuseppe Ettorre +1
Deployed language models must produce outputs that are both correct and format-compliant. We study this structured-output reliability gap using two mathematical benchmarks -- GSM8K…
Perception, performance, and detectability of conversational artificial intelligence across 32 university courses
Hazem Ibrahim, Fengyuan Liu, Rohail Asim +36
The emergence of large language models has led to the development of powerful tools such as ChatGPT that can produce text indistinguishable from human-generated work. With the incr…