Keeping a Character the Same From Shot to shot is the single hardest problem in AI video right now. You know the wall. You generate a great shot of your character, then the reverse angle comes back almost the same person. The jaw's a little off. The hair sits wrong. Your audience can't name what changed, but they feel it, and the scene quietly falls apart. Inside, I walk through the techniques that actually fight character drift today: build a character sheet, lock your seeds, describe the character the same way every time, generate extra coverage and cast for the match, then fix the rest in post. Same instincts a continuity supervisor brings to a real set, pointed at a new kind of unreliability. There's a Weekend Workshop challenge too: build a five-image character sheet, cut a ten-second moment from three shots, and note which technique saved you the most re-rolls. When you're done, tell me where consistency breaks down worst for you — the face, the wardrobe, the lighting, or the hands — and the one fix that's saved you the most. Let's build a shared list, because this is the problem we're all solving for the next year. The tools change. The craft doesn't.

I’d love to hear from everyone here. As this group continues to grow, I want to make sure we’re building something that is actually useful, practical, and worth your time. So here’s the question: What would you most like to get out of this community? I want your top 3. But Skool only lets you vote once. So please add a comment with your 2nd & 3rd choices. If something's missing, tell me. This community is yours as much as it's mine. I'd rather build what you'll actually use than guess. 😉 Thanks, Larry

Three deep dives dropped this week that Founding Members got first: 🔧 Building a Local 4K AI Video Pipeline — Full NVIDIA + ComfyUI technical breakdown. No cloud costs, no waiting in queues. Your GPU, your footage, your workflow. 🎭 Real-Time AI Avatars with Runway Characters — How world models meet interactive media. Step-by-step build from zero to working avatar. 🎬 Daniel Kwan's AI Roadmap from SXSW — The "Everything Everywhere All at Once" director spent 3 years going deep on AI. His framework for filmmakers is the most practical thing I've seen from someone actually making films. We're past the halfway mark to 50 Founding Members. Once we hit 50, the price goes up and the door closes at this rate. So join TODAY! $29/month, locked for life → https://www.skool.com/aiography/classroom