The “Live Spec” Revolution: Moving from Requirements Gathering to Reality Curation
In our previous look at the ice sculpting vs. stone carving era, we explored how AI has transformed coding from a slow, rigid “stone carving” process into “ice sculpting:” a high-velocity, iterative method where code is cheap and disposable. Today, archaic planning methods, like 30-page static requirements documents, bottleneck the delivery of actual business value. While engineering speed has accelerated exponentially, teams still waste weeks chiseling out linear plans for a process that no longer exists. We must stop treating the spec as a static archive and start curating it as a living artifact.
This alignment gap creates a massive value gap. According to Boston Consulting Group:
- only 6% of companies have successfully been able to upskill their workforce to capture value from AI
- yet 89% of executives ranking AI as a top priority.
This chasm exists because teams are applying generative AI tools to create old-fashioned, monolithic requirements documentation rather than transforming the workflow itself.
In a world where an AI agent can generate a user interface in ten minutes, writing a static document to outline that interface is redundant. However, the spec is not dead; it has evolved into a system of modular content assets. We must stop writing static requirements and start curating living artifacts, using prototypes to validate what the product does, and strategic stories (like the Amazon-style PR/FAQ) to align the organization on why it matters. In the “Ice Sculpting” era, the Product Manager is the architect of the vision.