Automated animation can produce rigid, hard-to-edit outputs. Layered, human-authored animation ensures flexibility, precision, and long-term usability for professional projects.

Resumes are now processed by multiple automated systems before a human ever sees them, shaping hiring into an optimisation game rather than a human evaluation process.

A remote 2D animation job listing included workflow recording and detailed process documentation. This raises questions about when creative work becomes data collection for AI systems.

AI tools are driving an explosion in content creation, but they are also flattening visual and strategic differentiation. This post explores the “AI sameness trap” and why generic, generated outputs are increasingly ignored, eroding brand value and forcing a return to intentional, human-first craft.