2 papers
cs.CL2026
The Illusion of Debiasing: Persona Steering Redistributes Rather Than Reduces Bias in LLMs
Ziyue Feng, Hongbo Fang, James A. Evans
Prompt-based interventions: system prompts, personas, role instructions, reliably reshape what a language model says, but it is unclear which layer they reach. Do they reconfigure…
cs.SI2025
Generalization and the Rise of System-level Creativity in Science
Hongbo Fang, James Evans
Scientific progress is widely understood as combinatorial, yet existing measures focus on the inputs a paper draws together, saying little about how knowledge is supplied for downs…