The Rubric Is the Product
Measure 2x, cut once...
When software goes headless, who's watching the agents?
Enterprise compliance was built for human-operated interfaces.
Chaining Tasks: AI task chains and the future of work
A new MIT/Microsoft/Yale paper finds AI's value doesn't show up at the task. It shows up at the chain
Mind the Gap
The many sides of being a lawyer
Intent engineering, now shipping
Where does organizational intent end and the model's judgment begin?
AI agents could dissolve the friction that keeps justice expensive
It restructures who holds legal power, where authority comes from, and when law intervenes.
When AI moved from generating outputs to taking actions, it crossed a legal threshold
Europe has the infrastructure. What it lacks is the legal plumbing that makes agent delegation enforceable when something goes wrong.
What 100 scenarios reveal about AI risk in legal conflict resolution
The scenarios expose trade-offs that current regulatory frameworks are not designed to handle.
