Choosing your metrics, KPIs, etc...

In my six years at Google, I got to observe this force up close, relentlessly killing features users loved and eroding the last vestiges of creativity and agency from our products. I know this force well, and I hate it, but I do not yet know how to fight it. I call this force the Tyranny of the Marginal User .

Simply put, companies building apps... See more

But ambiguity, taste, meaning, value, these remain hard to attain within the hierarchy of verifiability. “Intelligence” races ahead wherever the rewards are liquid and the outcome is easy to check, but it lags at the edges: in murky context, slow feedback, or spaces where the answer is more felt than measured.

While it’s tempting to believe a model... See more

The concept of efficiency — how much one can accomplish per unit of time (or per dollar, etc.) — requires a quantitative numerator as well as a denominator. It requires a metric. Therefore, it tells us nothing about results we cannot quantify or measure. When we gear our society around efficiency, we produce more and more of the measurable, while... See more

When Steve Jobs set goals, he kept them shockingly simple and didn't include any metrics or benchmarks. Are specific, measurable goals a waste of time?

there’s simply no way around the fact that we’re pretty fed up with a certain philosophical framework in Silicon Valley. It has many names: the growth mindset. OKRs. KPIs. Even Minimalism — the predominant aesthetic of our era. But at its core, it all comes down to one thing: the relentless optimization of everything in our world.

this mindset has... See more