Teams already have unwritten rules for AI use, but these fragile habits fail when people leave or onboard. An AI Working Agreement codifies what is delegated to AI, what stays human, and how decisions…
A new AI routing policy framework enables teams to document which execution path handles each class of AI work, creating a spend-by-task-class record for finance teams. The approach leverages existing…
A product team's automated stakeholder update produced a false security claim after three months because the system around the automation shifted, highlighting the need for an AI Delegation Audit to i…
A new framework called the AI Definition of Done proposes a one-page, team-agreed quality standard for AI-assisted outputs, addressing the lack of verification for AI-generated content such as status …
Claude Desktop's three tabs — Chat, Cowork, and Code — operate as separate applications with distinct execution layers, memory systems, and sandboxes, not as views of the same product. Instructions, f…
Corporate spending on artificial intelligence has surged to record levels, yet most organizations cannot demonstrate a corresponding impact on earnings before interest and taxes, according to the Stan…