The New Science of Measuring Whether an AI Model Has Changed
An AI model can retain its name while its answers change. Proving what changed requires more than a…
Ideas, reporting and useful context about artificial intelligence.
An AI model can retain its name while its answers change. Proving what changed requires more than a…
AI agents can accelerate work without fixing it. The first step in safe automation is mapping the process…
AI is clustering where power, chips, cooling, networks and talent meet—reshaping what smaller economies can realistically control.
Autonomous AI is only accountable when people can pause, inspect, redirect, or stop it without losing control of…
AI can automate routine cases, but its hardest economic effects emerge in the exceptions humans must judge, fix…
Goodhart’s law explains why useful metrics can fail when rewards, rankings, or algorithms turn them into targets.
When experienced federal employees leave, agencies can lose the judgment and relationships that keep complex public systems working.
AI memory is not a single feature. It is a set of technical choices about context, retrieval, learning,…
A delete button can remove a record from view. Erasing every copy across backups, vendors and AI systems…
Autonomous laboratories may accelerate discovery, but their real test is whether other scientists can reconstruct and reproduce their…
AI can speed up tasks while slowing the organization around them. The missing cost is coordination: review, handoffs,…
AI can speed up tasks while adding review, exception handling and accountability work. That is the automation tax.