Loops promise to make planning optional, but a loop only terminates against a verifiable condition, and that condition is a specification. The durable engineering skills are moving upstream toward specification, verification and judgment.
Shadow AI costs enterprises $670K more per breach. What Canadian pension plans and financial institutions need to know and do now.
Most enterprise AI strategies start from one of two assumptions: get your data right first, or find high-value use cases. Both sound reasonable. Both are traps if you treat them as step one in a linear playbook.
The most productive workers in 2026 aren't the ones typing the fastest. They're the ones orchestrating the most AI agents.
