CONCEPT
The Social Machine Reconfigured
The dissolution of specialist silos and the collapse of the minimum viable team as AI partnerships change the cognitive architecture of the node — and the open question of what transmission mechanisms survive the reorganization.
For a century, complex creative work has been organized around teams — not because teams are inherently superior to individuals, but because the cognitive demands of modern production exceeded the bandwidth of any single human mind. The team existed as a response to constraint. Fred Brooks's 1975 observation that communication overhead grows faster than productive capacity described the central coordination problem. The elaborate infrastructure of modern software engineering — project management, sprints, reviews, handoffs — consumed forty to sixty percent of total engineering effort, as the cost of coordinating specialists. The AI partnership disrupts this architecture at its foundation.
In The You On AI Field Guide
When the cognitive architecture of the node changes — when a single human partnered with AI can hold more of a system in working memory, reach across domains that previously required separate specialists, and produce output at quality levels previously requiring team coordination — the organizational structures adapted to the