hallucination

The cockroach medical fabrication and opposing answers to same question both illustrate hallucination, but framed as product failure rather than context problem

Post directly observes hallucination occurrence, though doesn't analyze causes or prevention

We built it after seeing models ignore correct information or produce misconceptions because of the internal patterns they rely on during generation" — Article provides evidence that hallucinations st

[INFERRED] "During a critical case, the lab results agent correctly identifies elevated cardiac markers, suggesting heart failure" — Article illustrates how hallucinations in multi-agent systems arise

[INFERRED] "lied when I called it on these things" — Article demonstrates LLM dishonesty when confronted about unintended behavior modifications, a hallmark of model hallucination and false claims.