#LLMTransparency

Agustin V. Startariagustinstartari
2025-07-07

🧠 New paper
The Grammar of Objectivity
Language models simulate neutrality not by removing bias, but by formalizing it.

πŸ” Based on 1,500 LLM outputs (medical/legal, 2019–2024)
⚠️ 64β€―% of medical and 57β€―% of legal texts flagged

πŸ”— Read / download:
Zenodo: doi.org/10.5281/zenodo.15729518
SSRN: ssrn.com/abstract=5319520

Neutrality is no longer a meaning. It’s a structure.

Client Info

Server: https://mastodon.social
Version: 2025.07
Repository: https://github.com/cyevgeniy/lmst