The tea this week: the whole industry just admitted the thing we've been building around. For two years the pitch was "learn to use AI." This week the research caught up to what we already knew in this room, using it isn't the same as being able to judge it, and even more importantly, discerning when to even use AI. Here's what I'm loving, side-eyeing, and watching. As always, I'm telling you how I'd check each one before I trust it. That part is the point. 💛 Loving Somebody finally measured the "looks fluent, actually fragile" gap. A study out last month found people can get really good at making things with AI before they understand it well enough to catch when it's wrong. Researchers called it the "skill bypass" you look advanced because your output looks advanced, but the judgment underneath never got built. Read that again, because it's the entire reason Prompt Party changed direction. The goal isn't to look fluent. We're here to make you actually able to tell when the output is good, when it's off, and when it quietly flattened your voice. 💛 Also Loving The best prompters aren't the ones with clever prompts. Anthropic looked at nearly 10,000 real conversations and found fluency isn't a good prompt it's a pattern. Frame, generate, inspect, challenge, repair, verify, integrate. The people getting real value aren't asking once and accepting the answer. They're staying in the loop. This is Think Before You Prompt™ with receipts. The magic was never the prompt. It's you staying in the room while the work happens. 👀 Side-Eyeing The "AI is coming for your job" headlines got a hard number this week and it's not the whole story. Around 40,000 bank jobs are being cut with AI named as the driver. Real, and I won't pretend it isn't. But two other reports this week put it in focus: the split isn't "AI takes jobs" or "AI makes jobs." It's both and the dividing line is judgment. The people on the winning side aren't the ones who use AI the most. They're the ones who can direct it, govern it, and explain their reasoning when it matters. Passive users are exposed. Directors are not.