AI made everyone faster, but the whole thing got more stuck

Friday afternoon, you use AI to wrap up something you'd been dragging out for two days, thinking you can leave on time today. A message comes in from a colleague: "that thing you just changed, it's all broken on my end." You're faster than before and producing more, yet the overall delivery is more clogged than ever. A recent piece of research from Anthropic happens to explain this gap. The study has a figure: 60% of work already uses AI, but the tasks you can actually hand off in full, without having to circle back and manage them, are under 20%. They gave this gap a name: the "delegation gap." In plain terms, you can use AI to help with the work, but it's hard to comfortably toss the whole thing to it and stop checking in. The reason isn't that AI is dumb. It's that the person handing it over didn't make the context clear: what the goal of this thing is, what the constraints are, who it affects, where you've stepped on landmines in the past. These things you have in your head but never said out loud, AI can't pick up, so it can only fill them in with the most generic assumptions, and what it fills in naturally doesn't match. This is also why you keep hearing the same line everywhere this year. The engineer says it, the marketer writing AI-assisted plans says it, the manager using AI to compile reports says it too: "my personal speed has doubled, but most of my time is still spent waiting. Waiting for others to confirm, waiting for departments to align, waiting for the person next to me to figure out what I just did." People used to move at about the same pace, so it was hard to see where the bottleneck was. AI pushed personal speed way up, and the seams that were always there got lit up bright. The work you can hand off is the work you've thought through first. Briefing a colleague, instructing AI, leaving a record for yourself two months from now: the receiver is different but the principle is the same. Hand something off without thinking it through, and the other end gets a magnified version of the mess. Before you hand something to AI, spend two or three sentences filling in the background, the goal, the lines it can't cross, the people involved, and the share it can handle will be very different. Fast, fast in the part you've thought through. The rest, you still have to wait for. AI hasn't spared you the work of "thinking it through." It's just pushed that work in front of you earlier.