Why even 2026 models still go wrong?

Artificial intelligence has become a part of our daily workflows—writing emails, generating code, summarizing documents, fixing errors, even supporting engineering design. But while AI can sound incredibly confident, it sometimes produces information that is completely incorrect. This behaviour is known as a hallucination in AI.