Why every company now needs to think and operate like a lab team | Josh Woodward (Google Labs, Gemini, AI Studio)

Every company must adopt a "labs" mindset to remain competitive as AI capabilities evolve rapidly. This operational shift requires teams to maintain independence from existing business units, allowing them to experiment at the technological frontier. Rather than relying on scheduled design sprints, innovation stems from constant curiosity and identifying "almost possible" breakthroughs. Product-market fit is best validated through qualitative observations, such as genuine user excitement, rather than purely quantitative metrics. Essential skills for this era include a high "unlearning rate"—the capacity to abandon failing projects quickly—and "explosive endurance," which balances intense, short-term sprints with long-term sustainability. Josh Woodward, Head of Google Labs, emphasizes that while AI is the primary focus, success ultimately depends on solving real user problems and fostering a culture where teams feel empowered to kill ineffective ideas early.