The enterprise AI implementation gap
The most substantive analysis on the list today. Whatever number of people you think work in enterprise AI deployment, multiply by 100. The gap between "LLM + search chat" and "agents on production systems doing mission-critical work" is enormous and growing.
Three new role categories are emerging: internal FDEs inside enterprises, vendor-side Applied AI Architects at labs, and a wave of new AI services firms.
"all told, we're in for years of AI diffusion, and along with it tons of new roles and areas of work to be done to deploy AI at scale."