🇵🇭 FilBench - Can LLMs Understand and Generate Filipino?

FilBench validates superficial fluency, not deep cultural or semantic understanding. LLMs struggle with low-resource languages because the training data is fundamentally skewed. We waste time optimizing for surface-level translation instead of true contextual reasoning. Treat these tests as a sanity check, not a pass/fail metric for critical applications.