Muxiao Liu

Learning System Overview (v1)

First pass at the Learning System, before research branching.

Note · published Branch: main Version: v1.0.0a (historical) Created Apr 15, 2024 Updated May 10, 2024 Visibility: public

Learning System Overview (v1)

First pass at the Learning System, before research branching.

#learning#systems

This was the first working snapshot: fewer checkpoints, looser evidence, and almost no retrieval practice. It still produced momentum but lacked durability—hence the later versions.