The Unseen Variable: Why Your LLM Gives Different Answers (and How We Can Fix It)

The same prompt, run multiple times, can produce entirely different outputs. This isn’t just a quirk of “probabilistic” AI; it’s a fundamental challenge to reproducibility, reliability, and ultimately, trust in our most advanced AI systems.