Welcome to Pivotal Clarity. While the AI field has cycled through booms and busts since the 1950s, today's convergence of compute, data, and market demand marks a distinct break from the past. We cut through typical AI coverage by going deep with the technical builders and researchers who are shipping, not speculating.

This week, InGen Dynamics CEO Arshad Hisham ($150M+ in commitments) breaks down why robotics is hitting its AWS moment. We dissect:

Why previous robotics platforms failed to scale
How Origami's abstraction layer changes robot unit economics
Where the next wave of automation value will accrue
Contrarian thesis: why mass automation creates more jobs than it kills
How Futurenauts is rebuilding the technical talent stack

Required listening for founders working on robotics infrastructure, applied AI, or the future of technical labor markets.