Detailed technical analyses accompanying blog posts.
How the site's view counter records a row, two windows of rows, spring and summer, regrouped by user agent family, a probe of every surface the site advertises to machines, the classifier's pattern list, and the five things this data cannot say.
The seven arms and the two matched placebos, the threshold registered before the data, 375 scored runs over seven documents, the two rules that fired against the result, both checks on the judging, the stated shortfalls, and every cell of the grid.
Pre-registration, transports and resolved model ids, cell-by-cell results across two realizations, citation validity, reproducibility, tool economy, cost, the metric defect found along the way, and the declared confounds.
Pre-registration, five arms, the full results table, the price sheet, the mislabelled-arm retraction and the build-identity test that established it, plus limitations and spend.
The counting proxy, the twelve-task set and its two guards, all thirteen cells, the paired version deltas, the runaway tail, the cross-harness cost table, and the four measurement artefacts that nearly shipped as findings.
Per-arm adjudication of a three-experiment benchmark's model identity, re-derived from raw session transcripts rather than launch flags, with counts, the gate design, reproduction commands and limitations.
How the always-loaded surface was measured, the categories of cut that survived scrutiny, the regrowth curve, the keep list, the staging protocol, and the limitations of an audit that changed nothing.
Rerun design, per-position token table, the reasoning-effort control probe, the serving mechanism behind the volume, and what the run did not settle.
Task construction from production code paths, the adjudication protocol, per-task results and error asymmetries, cost measured from the provider's own usage surface, the batching correction, and the verdict for each site including the ones that keep their regex.
Corpus selection, the cross-family leave-one-out reference, synthesized noise beds with verified SNR, clean and noisy result tables, vocabulary recall, latency and cost, and what the design cannot support.
Full method, instrument notes, phase table, arithmetic, error bars, and limitations for the cache-read coefficient measurement reported in the parent post.
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.