AI isn't just getting smarter — it's learning to work. Key insights on what that means for your organisation, plus a 2-minute assessment to see where you stand.
AI’s working horizon has expanded from seconds to hours. Assumptions from a year ago are already outdated. Planning around static benchmarks is planning to fall behind.
Every organisation has access to the same AI. The differentiator is how intelligently, safely, and systematically you put it to work.
There’s a growing distance between what AI can do and what most teams know how to leverage. The organisations that close this gap first will define the next productivity frontier.
Supertube × Iridium · February 2026