AI Integrations for Business: Lessons from Zillow

Mechanistic interpretability is back in focus, but enterprises still need hard controls. Here’s how to compare research progress with deployment reality.

AI strategy consulting matters when politics rewrites a category’s language. Trump’s Super Intelligence order is less about branding than executive alignment, procurement clarity, and keeping delivery on track.

AI cost savings now depend less on token prices alone and more on utilization, workload mix, and whether production demand is steady enough to justify owned capacity.