AI Harnessing

Got something to say to this podcast? Send a voicemail, and you might hear yourself on the next episode! When knowledge becomes free, what human skills become scarce? If Microsoft saw runaway token budgets blow up, what is to come of the rest of us? As generative AI moves from experimental novelty to core enterprise infrastructure, token budgets are becoming a massive economic wall. This episode of We Are the Machines clarifies the structural differences between: AI Governance, AI Guardrails, and AI Harnessing. We also tackle a deeper organizational issue: why software developers are being unfairly scapegoated for AI governance failures.