Grammar engine as zero-cost data augmentation: tense/number/formality
flips across 88K seeds = 528K+ verified training examples with no API
spend. Reversal engine provides automatic QA on transformed variants.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Captures the bidirectional grammar engine idea: using go-i18n tables
in reverse as a deterministic parser to extract semantic imprints from
documents without retaining content. Covers TIM/DataNode architecture,
88K seed calibration, Poindexter integration, and privacy properties.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>