Natural Language Processing

Frontier LLMs Deliver Near‑Optimal Algorithms While New Studies Expose Operational and Semantic Flaws

Recent preprints show top models matching specialist algorithmic performance, revealing operational failures and meaning shifts that require more runtime testing and human oversight before wider autonomous use.