6.19.2026

Articles...

I Built a Test My System Could Fail — and It Did
On honest evaluation, and why a failure you keep is worth more than a pass you chase.

The Lesson: I have come to count a day as a win if it leaves me with more solid truth than I started with, whether or not the truth flatters me. A failure I understand beats a pass I do not.  A clean result I have interrogated beats one I simply accepted...

... because when every benchmark is crushed, every model is state-of-the-art, and every chart climbs... After a while, it stops meaning anything, because when nothing is ever allowed to fail, a pass tells you very little.

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