Bastion
Bare-metal x86-64 operating-system, runtime, and controlled language work for deterministic execution, service supervision, and auditable operation.
Read systems trackResearch
Research
Experimental systems work that may inform future infrastructure, operating systems, and adaptive learning systems.
NN-Revival
An ongoing empirical series revisiting pre-backprop neural architectures under modern experimental controls — pre-registered predictions, multi-seed runs, and frozen result artifacts. Three papers so far: weightless neural networks (WiSARD and SDM), CMAC, and Cascade-Correlation.
Read the seriesProvenance over behavior
Why behavioral validation alone cannot distinguish a genuine computation from a relay, and what provenance-based testing looks like in practice. Generalizes beyond neural systems to any evaluation of AI, agentic, or simulated systems.
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