Position: It's Time to Optimize LLMs for Self-Consistency

Itamar Pres, Belinda Z. Li, Laura Ruis +6

Despite ever-increasing sophistication in language model (LM) pre- and post-training pipelines, many important failures persist: models overcondition on user framing ("sycophancy")…