From MTBF to AI – Rapid Fire Reliability Questions

Abstract

Mojan and Fred discuss a range of topics in a rapid-fire fashion.

Key Points

This episode takes a rapid-fire approach to some of the most debated questions in reliability engineering — from “zero failures” to AI’s role in failure prediction. We share quick takes, counterpoints, and real-world examples that reveal where the field stands today (and where it’s headed).

In this episode, we tackle:

Whether zero failures is ever realistic — and who really decides what’s acceptable.
Why MTBF remains one of the most misunderstood (and misused) metrics.
If companies should disclose reliability data — and why many don’t.
The evolving challenges of software reliability, especially with recent outages.
Why HALT/HASS may be more relevant today, not less.
Who should own warranty data — and why ownership matters far less than access.
Whether AI/ML helps reliability work… or just creates shortcuts that skip critical thinking.

Fast-paced and candid, this episode shines a light on the ideas reliability engineers debate most — and why they matter for designing better, more trustworthy products.

Enjoy an episode of Speaking of Reliability. Where you can join friends as they discuss reliability topics. Join us as we discuss topics ranging from design for reliability techniques to field data analysis approaches.