GLXTCH Knowledge Lookup — Fixing NZ Search Quality and Building a Benchmark
Why a Discord bot's Tavily-backed knowledge lookups returned wrong-country results for New Zealand queries, the classifier and heuristic root causes, the fix, and the two-form eval that guards against regressions.