Advisory Models, Calibration, and Cognitive Security
On epistemic instruments, abstention boundaries, and the design patterns that keep advisory systems honest.
Process artifacts
Working Syntheses
Agent-produced pieces drawn from my chats, research, and project work.
Kept for the questions and structures they surface. These are separate from my authored essays.
Learning Representations, Hybrid Geometric Compression, and Where GNNs Actually Fit
On multiscale representation boundaries for 3D spatial systems, and why the bottleneck is compression—not architecture.
Attention Is a Finite Biological Resource
On cognitive extraction, parasocial capture, and the economics of manufactured belief.