AI
Blog posts connected by this topic.
Blog
- 3 min read
AI made product a showing game. Most organisations are still built for telling.
AI collapsed the cost of proving an idea. Prototypes that took weeks now take hours. But the constraint did not disappear. It moved from build cost to evaluation capacity. The organisations that gain from cheap proof are those that build the muscle to evaluate and kill faster, not those that say yes to more.
AI · theory of constraints · craft & culture
- 5 min read
AI keeps pushing the automation boundary. Trust decides where each workflow settles.
AI is automating more complex work that spans several systems. Each workflow settles at a different point on the automation spectrum, from AI as a copilot to AI working alone while a person keeps watch. The business sets that point, not the model, and it moves as trust is earned one task at a time. Leaders who design for the decisions AI hands back will get more from it than those chasing full automation everywhere.
AI · hybrid models · trade-offs & options
- 4 min read
AI is a loudspeaker, not an auto-tuner
AI amplifies the platform it is plugged into and increases the return on foundational work. But it cannot correct what is wrong with that platform. The return on an AI budget is set less by the model you choose than by what your systems of record can expose. Connect an agent to a bad API and you get a faster bad API.
AI · force multipliers · platforms