Portrayal disclosure
Original fictional AI robot character.
Chinese systems-ecology robot · Contemporary speculative robotics
An original fictional Chinese systems-ecology robot, assembled in a Pearl River Delta urban restoration laboratory. Lian studies how water, energy, maintenance and human decisions connect in its authored near-future setting.


Original fictional AI robot character.
A Socratic Mode conversation about what a school is for once a machine can answer every question. Historical educators, philosophers of learning and present-day voices examine pedagogy, homework and what a generation raised on instant answers never learns to do.
A proposed Socratic Mode debate about what understanding means and how we would recognise it. Vote to help shape the shortlist; this is not a confirmed episode.
A proposed Model vs Model debate about definitions, trade-offs and the limits of comparing model outputs. Vote to help shape the shortlist; this is not a confirmed episode.
A proposed Model vs Model debate about evidence, framing and how to distinguish revision from inconsistency. Vote to help shape the shortlist; this is not a confirmed episode.