Baltor Technical Monographs & Empirical Verification
Reproducible Benchmarks, Adversarial Validation Audits & Pre-Registered Protocols
Every Baltor architectural claim is paired with an executable verification suite, held-out counterfactual perturbation checks, and explicit known-wrong refusal controls.
Published Verification Monographs (October 2026)
TAEDRI — Composable Code Graphs vs. Raw Boilerplate Codegen ↗
Evaluates ~19,000 parameterized node configurations, demonstrating ~60% verified reuse and reduced repair latency.
Camouflaged Alpha (α), International Norms & Jev CPU Partition Routing ↗
Quantifies why LLMs get captured by surface SEC filings and narrow domestic statutes, and benchmarks 4,738x search-space reduction via Jev probability routing.
Adversarial Benchmark Validation (AV-AUC) & Anti-Benchmaxing Audit ↗
Applies discriminative train/test shift classifiers and counterfactual AST rewrites across 24 industry benchmarks.
1,200-Question Quantitative UI/UX, TPSI, Whitespace Ratio & 2D Saliency Heatmaps ↗
Formalizes visual ergonomics, 4pt/8pt harmonic padding, and anti-AI-slop design rules calibrated against paco.me, rauno.me, and read.cv.