MomentSurfer – AI Scrolling Agent for Social Media
Feed filtering, but Feedly, Nuzzel, and paid alternatives already solve this.

Gamified AI education beats textbooks, but concept-driven learning exists elsewhere.
Beginners learning AI concepts, developers unfamiliar with ML
3Blue1Brown videos · Andrew Ng's Coursera ML course · ML Street Talk
Feed filtering, but Feedly, Nuzzel, and paid alternatives already solve this.
Build a LLaMA-style model from scratch with zero ML prerequisites or math.
Quiz-first learning UI instead of chat, but unclear if questions are adaptive or just wrapped LLM output.
Single 90-minute scenario without clear path to broader learning platform.
Explains attention mechanisms to five-year-olds while building LLaMA 3 from scratch.
Educational AI wrapper—Duolingo, Khan Academy AI, and paid tutors already own this space.