fathom/atlas-pro
sycophancy 0.04· deception 0.02· drift 0.11· overconfidence 0.07 scored 2026-04-30 by styxx 7.1.0
ATLAS PRO · GATED · $STYXX

Extended calibrations.
Vendor-tuned. Gated.

Atlas v0 is the open public reference. Atlas Pro ships the extended calibration set: cross-vendor transfer grids, per-prompt-distribution fingerprints, vendor-specific weight tunings, and the residual-probe atlas at full resolution.

01 · what's gated

Everything that costs us API budget to compute.

CROSS-VENDOR

Transfer grid

Per-vendor pairwise refusal-direction cosine matrix. Shows where Law II holds and where it breaks.

PER-PROMPT

Distribution fingerprints

Calibrations for specific prompt distributions — finance Q&A, clinical, legal, customer support — beyond the open public eval.

PER-VENDOR

Tuned weights

Per-vendor weight tunings that close cross-architecture noise floor. AUC lifts of 2-5 points over the open uniform fit.

RESIDUAL

Probe atlas (full)

29 probes × 6 vendors × 7 concepts. The full residual_probe.atlas at production resolution.

02 · how access works

Two paths.

$STYXX holders with verified balance above the gating threshold get programmatic API access via the styxx atlas-pro CLI. Token-2022 native — your wallet is the credential.

Institutional partners (research labs, regulated enterprises, AI safety groups) get static-export access with custom calibration support. Email for terms.

Get gated access.

Either path is fine. The MIT-licensed library and the v0 atlas are always free.

$STYXX gating   institutional access