In this post, I demonstrate how DeepSeek's optical compression approach—treating rendered text as a visual medium—has been replicated in Rust using `burn.dev`, and how this compression primitive unlocks a new search paradigm in arrowspace v0.18.0: energy-informed retrieval that moves decisively beyond cosine similarity.