The Loss Function Is a Business Decision, Not a Math Default
I used to think choosing a loss function was a technical detail. Something the framework handled for...
Jul 3, 20262 min read0 reactions0 comments
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Jun 22, 2026Automate Tuning, Not Design: A 2026 Reality Check
The Myth That's Costing Teams Real Money In June 2026, two research papers landed within...
Jun 22, 20267 min read0 reactions0 comments
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Jun 14, 2026Honor the Gate When the Verdict Is Inconvenient
A quality gate only matters if you honor its verdict. How pre-registration and honest-gate culture stopped two teams from faking green or rationalizing a STOP.
Jun 14, 20267 min read0 reactions0 comments
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May 7, 2026Long video generation blog: Six Approaches, One Decision
A few months ago we set ourselves a deceptively simple goal: produce coherent, high-quality video...
May 7, 20269 min read0 reactions0 comments
The 20% of ML theory that earns its keep in production
A community thread on r/learnmachinelearning landed on a sharp claim this week: 20% of ML theory...
May 24, 20263 min read0 reactions0 comments
The Key Aspect of Problem Framing in Building AI/ML Applications
As we have mentioned in our ML & AI: From Problem Framing to Integration, problem framing is...
Jan 31, 20245 min read0 reactions0 comments