Why this matters right now

AI in 2026 is no longer a research curiosity. It is the most consequential technology shift of our working lifetimes — comparable in scale to the internet, mobile, and cloud combined.

Capability

A single AI model can now write production code, reason over long documents, and operate computer interfaces autonomously.

Economics

The cost of producing software, analysis, and research has dropped 10–100× in 24 months. The labor cost curve is bending.

Distribution

Tools that shipped to research labs in 2023 now ship to every knowledge worker in 2026. Adoption is faster than mobile was.