AI Knowledge Cutoff vs Hallucination: What I Found Testing ChatGPT, Claude, and Gemini in 2026

I tested ChatGPT, Claude, and Gemini on post-cutoff questions to see how each model handles its data limits. Here are the results, with real prompts and raw outputs.