Data drift. Model drift. ‘Real‑world drift’.But is managing all of this really just an MLOps function? Every production AI system loses accuracy over time. You have noticed that even with LLM-based systems. Not because the model is flawed, but because the data, users, and operating environment evolve faster than models adapt. Not to mention that […]
A sneak peek into the ‘project management zoo.’
Methodology choice is both strategic and tactical. And how does project leadership fit in? In physics, the Standard Model organizes the so‑called ‘particle zoo’ of fundamental particles.Let’s borrow this metaphor here. This map through the PM zoo is oversimplified. It doesn’t cover every animal, and hybrids certainly have their place. Still, within its limits, it […]
Getting the best from project teams
Double Bind and Functional Freeze. What about getting the best from project teams instead when leading projects? That’s as big as it gets. No matter which project methodology or framework we use, it’s people who make projects succeed, and even more so when augmented by AI. We want them to be productive. The double bind […]
Los Frutos 🫒 🍇 de la Acción
Disfruta el proceso de fracaso y aprendizaje. Se necesita un momento para comprar estas aceitunas y uvas en la tienda, pero se requieren años de esfuerzo, dedicación, fracaso y aprendizaje para cultivarlas por mi cuenta, contra viento y marea.No estaba pensando en los frutos cuando los plantaba. Mi motivación era disfrutar, no los frutos. Ha […]
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