The Archive
Ideas and research notes that haven't been converted into full implementations yet, but still seem valuable enough to keep around.
Recursive Grid Architecture
A recursive learning substrate where grids contain percepts, higher grids contain smaller grids, and strategies can transfer across levels because the substrate repeats.
Working research sketch: the interesting part is not a conventional hierarchy, but the symmetry created when every level has the same learning substrate.
Computational Graph Synthesis
A research sketch about extracting plausible methods from observed problem-solving traces, then replacing their information sources with learned components.
Paired with the essay on librarians, learned books, and plausible computational graphs.
World Model Analysis
Reading notes from unpacking a world model codebase for learning latent environment dynamics from pixels.
A code-reading note on latent dynamics, training loops, and what would be worth modifying next.