CALIBRATING PERCEPTION
Four visual essays about the mechanisms and choices that shape intelligent systems.
A visual explanation of the mechanism that helped language models connect distant ideas.
Why generative systems create by navigating compressed possibility rather than retrieving a stored original.
A model can produce confident language because coherence and correctness are different objectives.
Optimizing a system means deciding what counts—and what disappears outside the metric.