JUL 2026
PAPER v1.0
SDSTK Studio
A native Swift canvas for visual data science and compound model orchestration on Apple Silicon.
Read PDF ↗Every project starts as a question.
Technical white papers spanning work from 2018 to today. The papers are recent write‑ups — grouped by the year each project was actually built, not when we got around to documenting it. Read in the browser or pull the PDFs.
2026
5 papers
JUN 2026
PAPER v1.0
mlxMesh / Open Inference Mesh
A federated protocol for privacy‑tiered, measured‑accountability AI compute across wide‑area networks.
Read PDF ↗
MAY 2026
PAPER v1.0
ExoControlCenter
A native iPad control plane for distributed AI inference clusters built on exo.
Read PDF ↗
APR 2026
PAPER v1.0
Model Cartography
A universal platform for neural network interpretability, attribution, and surgical intervention.
Read PDF ↗
MAR 2026
PAPER v1.0
SwiftSci
An MLX‑native Swift reimplementation of the Python scientific data science stack.
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2020
1 paper · updated 2026
FEB 2020 ↻ UPD 2026
PAPER v1.0
Censor
On‑device few‑shot annotation and dataset organization for Apple platforms. Originally built 2020, actively maintained since.
Read PDF ↗
2018
1 paper · where it started
2018 · ORIGIN
PAPER v1.0
ModelBuilder
A universal platform for on‑device machine learning training, inference, and model management — letting anyone build Core ML models from their own data. Our earliest work, dating to 2018.
Read PDF ↗
2011–2018
Archived
The pre‑lab years. More than twenty apps shipped since 2011, across domains with nothing in common — where the range came from.
EnergyTechBlockchainWearablesDevOps
More papers are in the works. Open a channel if you want to talk about any of them.