How AI Fits Into Real Products
// Focusing on Practical Utility and Human Workflows Over AI Hype
Understanding where artificial intelligence delivers tangible value in software, and how to avoid unnecessary complexity in product design.
01 / Beyond Model Benchmarks
Real software products are not judged by the size of an AI model, but by how effectively they solve a specific problem for the end user.
Integrating AI requires identifying repetitive cognitive bottlenecks—such as manual transcription or scene selection—and automating them reliably.
02 / Designing for Immediate Usability
Users do not want complexity; they want results. AI features should be invisible facilitators that make existing workflows faster, smoother, and more predictable.
Building Better Systems for the Future of Video
Practical ideas about AI, media infrastructure, product engineering, and building useful technology.
What Makes Long-Form Video Useful
Long-form video contains rich, contextual knowledge. How automated clipping and indexing make extended footage accessible and shareable.