notdata

MEASURED CLAIMS ONLY — unexecuted compute remains NOT_TESTED

Research & Benchmarks

NOTDATA separates measured evidence from research intent. CPU-first Tier 1 can measure survival and human utility; Training Utility Gap and training-trace claims require valid model experiments.

Tier 1

CPU/CI robustness, survival, human-utility and deterministic attack coverage where applicable.

Tier 2

Bring-your-own-compute paired model experiments with precommitted datasets, seeds, metrics and thresholds.

Tier 3

Funded or collaborative campaigns for broader model families, adaptive attacks and replication.

Benchmark methodologyComposition Tier-2