Essays

Each entry is built as a guided visual explanation, not a dump of notes. The site is optimized for a few strong essays with reusable figures.

Essay 48 min

Why STARK Execution Structure Fits Transformer Workloads

A guided visual essay for paper 1: why repeated decode, carried state, and explicit boundaries make transformer workloads structurally legible to trace-based proof systems.

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