
A patented four-sided box mental model from chaotic Indian traffic teaches that AI agent failures stem from problem representation, not model size. Six lessons cover context, occlusion, evals, and the gap between demos and trustworthy agents. Representation-first design beats bigger models.
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The Agent Stack