Field notes / Models / Systems
Technical ideas,
made legible.
Long-form writing about the mathematics, architecture, and organizational design behind useful AI systems.
Filter /
AI agents should propose, not commit.
A practical introduction to Governed Process Algebra: a way to let many AI agents work quickly without giving any of them unchecked power.
Directed velocity is the constraint.
When implementation becomes cheap, judgment becomes the system bottleneck.
Thermal Training Dynamics
A practical enhancement for neural network training efficiency.
Ragged
Leveraging video container formats for efficient vector database distribution.
Towards Semantic-Aware Code Generation
A multi-modal context architecture for AI-assisted programming.
Phase-Field Inspired Diffusion
A strategic-tactical approach to denoising scheduling.
Kosa
A federated knowledge system for humanity.