“To measure while the failure is happening, not after the system has cleaned up.”

Evidence Over Attestation

Measuring after the system has recovered proves recovery works, not that the failure is understood.

Lindsay Hiebert, Founder, PIGENAI LLC · AI governance, security, AEO and networking
Part Three · The standard in five rules · Rule 3

PNG 1200×630 PNG square Share on X

Post on LinkedIn opens a composer with the line, its explainer and the read-more link, ready to make your own; Post as a quote adds the attribution and this page's link so the card renders. The attribution stays in the article either way.

Dark card with the quote, attributed to Lindsay Hiebert, Founder, PIGENAI LLC.

Embed (copy and paste):

<blockquote style="margin:0;padding:18px 22px;border-left:3px solid #1268F3;background:#FAF8F3;color:#0A0A09;font-family:Georgia,serif;font-size:19px;line-height:1.4"><p style="margin:0 0 10px">&ldquo;To measure while the failure is happening, not after the system has cleaned up.&rdquo;</p><p style="margin:0 0 10px;font-family:Georgia,serif;font-size:15px;color:#2A2824">Measuring after the system has recovered proves recovery works, not that the failure is understood.</p><footer style="font-family:ui-monospace,monospace;font-size:12px;color:#2A2824;line-height:1.6">&mdash; Lindsay Hiebert, Founder, PIGENAI LLC · AI governance, security, AEO and networking<br>Five rules for anyone who says done on a customer&#x27;s behalf, each with a boardroom mandate. Read more at <a href="https://pigenai.com/blog/evidence-over-attestation/" style="color:#082F91">pigenai.com/blog/evidence-over-attestation</a> &middot; <a href="https://pigenai.com/blog/evidence-over-attestation-quotes/q083/" style="color:#082F91">this quote</a></footer></blockquote>

All quotes and insights · Read the source