Explore why LLMs fail outside English and how frameworks like Menlo and local medical exams provide rigorous non-English evaluation benchmarks for safer global AI deployment.
Current large language models can solve many math problems but don't truly reason. Benchmarks reveal they rely on memorization, not logic. True mathematical understanding remains out of reach.