LLMs & Models5 min read
AI research: industrial content risk control
SIRF's 15.1-point gain lives in the weights, not the prompt
SIRF moves a platform's moderation rules out of the prompt and into the model's weights through continued pretraining on synthetic policy data. The paper's real selling point is its control: one variable changed, 15.1 points gained.
2026-09-19