Detailed technical analyses accompanying blog posts.
The audit behind the convergent-personality paper's blindness caveat: every evaluative claude -p call in the project ran with the subject's ground-truth trait scores silently in context, because the CLI boots a full agent harness that loads the operator's memory file. Mechanism, empirical canary, blast radius, and the isolation protocol that closed it.
Complete methods, validity tables, response-style diagnostics, and forensic postmortem for the eleven-model personality-battery study: what was measured, what broke in June, and what the remediated pipeline can and cannot support.
The companion post says one day of generation bought four days of verification. Measured in tokens, the imbalance is closer to twenty to one. This is the accounting behind that number: per-message output tokens across a week of building and reviewing the frontier-inference-margins project, with the sensitivity analysis and the caveats a pedantic reader should raise.
The full audit trail for the seven-model style-contract test: access paths, the stylometric measurement table, deterministic checker outcomes, the blind listening protocol, per-letter scores and tells with the unblinded mapping, rank-versus-metrics analysis, known confounds, and the harness difficulty log.
Statistical methodology critique and extended analysis of BullshitBench v2's rubric design, judge reliability, and scoring philosophy.