Notes
Study, engineering, and research notes.
MacBook Setup Commands and Verification Scripts
A reference to the commands and verification source used during the MacBook setup, with working directories, expected results and preservation boundaries.
The MacBook Research Configuration
Recording code, material and result preservation boundaries, and rebuilding representative workflows in separate folders and a fresh virtual environment.
Local LLMs and Research Notes on MacBook
Running a small language model on MacBook and checking whether answers and citations match retrieved excerpts from published research Notes.
Verifying the Apple Silicon AI Environment
Configuring PyTorch and MLX in a separate MacBook Python project and checking GPU computation, numerical precision and a small training task.