Planet Classroom Maps the Erasure of Traditional Entry-Level Work

Cathy Rubin, co-founder and CEO of the network, argues that the next generation is no longer waiting for institutional reform. Instead, they are prototyping new models for survival and work as traditional junior roles are automated. This month’s lineup features the Problem Solvers series, where young filmmakers investigate the practical applications of AI and environmental science.

Key segments include Kaylee Cordray’s look at AI-driven sepsis detection and a technical exploration of creative organization by Kayla Lucas, who utilized Google’s NotebookLM and the Veo video model to produce her film. Beyond technology, the network addresses systemic economic threats. In a discussion with climate scientist Jong-Seong Kug, the series examines how intensifying El Niño patterns have evolved from isolated weather events into direct threats to global food security and supply chain stability.

These narratives are paired with archival works that emphasize the human element in an increasingly automated landscape. Through interviews with industry leaders like EasyA co-founders Dom and Phil Kwok, the content pushes a central thesis: as tools and economic frameworks evolve, the demand for human intuition and emotional storytelling remains the primary currency in a world in flux.