Why Your AI Will Never Give The Same Answer Twice #AI #shorts

One of the core principles in software development is idempotency, where the same input reliably produces the same output every time. It is foundational to testing, deployments, and building systems teams can trust.

Large language models break that rule entirely. Ask the same question twice and the response can vary each time, which creates a real tension for developers trying to integrate AI into workflows that depend on predictable, repeatable results.

Jon Kinney, founding partner and CTO of Headway, highlights why this fundamental characteristic of AI remains one of the biggest challenges for engineering teams working to build reliable software around it.

About the Podcast -
Even-Keeled is a podcast about the craft of creating software and effective development teams, hosted by Jon Kinney, founding partner and CTO of Headway, a digital product agency that helps startups and enterprise teams.

Видео Why Your AI Will Never Give The Same Answer Twice #AI #shorts канала Headway