In 2026, an LLM’s "accuracy" score is meaningless without context....

https://zaneznae304.lucialpiazzale.com/should-i-turn-reasoning-mode-off-for-document-summaries

In 2026, an LLM’s "accuracy" score is meaningless without context. Hallucination rates fluctuate wildly based on which benchmark you choose. Relying on simple, internal tests often masks critical failure points