Why Your AI Will Never Give The Same Answer Twice #AI #shorts
21 Feb 2026 · 0 min
0:21
In this YouTube short, the speaker explains that large language models (LLMs) are not idempotent—identical inputs can yield different outputs each time they are queried. He contrasts this inherent non‑determinism with the deterministic expectations common in software development, especially in testing and deployment processes where developers aim for repeatable, exact results. The key takeaway is that AI responses cannot be guaranteed to be identical across repeated queries, which has implications for how we design, test, and rely on AI‑driven systems.
