Every operator I know who's actually using AI well started the same way — they picked the task they hated most and automated just that one thing.

Everyone's chasing the AI model layer. The most durable assets in this revolution aren't digital. They're physical infrastructure, trust, integration, and coordination. The operators who already have those are sitting on more leverage than they realize.

Operators right now.

The Jones Act should die forever. wsj.com/business/energ…

ChatGPT Health was 11x more likely to downgrade urgency when a family member minimized symptoms. The AI picked up the social cue instead of the clinical signal. Validate against edge cases, not the happy path. lumenhealth.ai/insights/chatg…

"A National Policy Framework for Artificial Intelligence" This isn’t AI policy. It’s a permission slip. It avoids every hard decision: no liability, no copyright line, no real safety requirements. Then it does the only thing that matters. It clears the path to build, scale, and

Anthropic's desktop app: the issue isn't bugs. It's context control. Files load inconsistently. Context carries over unpredictably or disappears. You're left guessing what the system knows. This isn’t a reliability bug. It’s a missing category: controllable, inspectable context