Nov 05, 2026
From Sparks to Secant: A Four-Part Series on Weight-Space Programming, C++ Kernel Safety, Subspace-Locked LoRA, and Spectral Trojan Auditing
A four-part series and open-source toolkit testing weight-space programming across 17 models, quantized GGUF blocks, LoRA fine-tuning, and C++ inference kernels.
Nov 05, 2026
Project-Then-Heal: Weight-Space Programming and Subspace-Locked LoRA
How weight edits map to SafeTensors and GGUF storage, why head permutations matter, and what live fine-tuning and synthetic tests show about subspace-locked LoRA.