... grade, and comes with actionable suggestions ranked by expected impact. Why we built this Most creators publish and pray. The difference between 10 views and 100K views is rarely the content it's the presentation. We used neuroscience research (dopamine prediction loops, orienting response, information-as-reward) to identify what actually holds attention, then built scoring algorithms around real platform data: - 65% of 3-second viewers watch 10+ seconds - Text overlays increase view time by 28% - Videos with ... ... just editing their videos. In this case, an AI model is helping you find these hooks and find these optimizers to make the video much more suitable to these existing templates. > Curious - How do you think about originality vs

... does. now I'm building a task app based on what I'm learning. not just another planner - stuff like: visual timers for time blindness (based on Dr. Barkley's research) AI body doubling for task initiation micro-rewards for dopamine-hungry brains focus mode to reduce cognitive overload competing in Microsoft Imagine Cup 2026 with it. just launched on Reddit and got absolutely roasted lol. but the criticism actually helped me refocus on the science instead of just features ...

... tried it. And none of them worked for me. But here s the hard truth: It s not about the tools. It s about control. And most of us don t have it. Not when your phone is a dopamine machine. Not when Twitter is whispering every 30 seconds. Not when your brain is trained to chase stimulation, not progress. So I did something extreme. I built FORGE. A behavioural operating system that locks you into your work ... ... trigger shame when you break, and pride when you follow through. It s the anti-app. It doesn t try to motivate you. It coerces you. The Psychology Behind It: I reverse-engineered this from one core principle: Dopamine