Tag: philosophy

  • When Decisions Are Driven by Models

    When Decisions Are Driven by Models

    AI was built to help us understand the world. Somewhere along the way, many organizations have started letting it replace the world instead. This shift is subtle. It arrives as convenience rather than as a visible failure. Dashboards look complete, models sound confident, and simulations feel safer than messy reality. Over time, leaders stop asking…

  • When Scale Is No Longer Enough

    When Scale Is No Longer Enough

    Over the past few years, I have found myself thinking less about how large our AI models have become and more about how they behave once they are deployed in the real world. Scale has delivered substantial progress. Larger models, more data, and more compute have unlocked capabilities that were previously out of reach. But…