AI hallucination benchmarks in 2026 are wildly inconsistent. Reliability...

https://www.tumblr.com/gladlyradiantsphinx/817851371092066304/sycophancy-in-ai-why-your-model-agrees-even-when

AI hallucination benchmarks in 2026 are wildly inconsistent. Reliability depends entirely on the test used, not just the model. With HalluHard showing a 30.2% failure rate even with web search enabled, you cannot trust vendor marketing