Training data built from a real, running governance system

SCBE Governance SFT Pack

5,188 supervised fine-tuning pairs covering governance, system-level instructions, and codebase understanding.

• merged_sft.jsonl -- complete merged dataset
• sft_governance.jsonl -- 1,016 governance-specific pairs
• sft_system.jsonl -- 3,395 system instruction pairs
• Fine-tune any base model to understand AI governance pipelines

Red Team Fortress

91 adversarial attack prompts across 10 categories, labeled by failure layer (L1-L14). Battle-tested against the SCBE pipeline.

• 91 attack prompts across 10 adversarial categories
• Each prompt labeled by failure layer (L1 through L14)
• Compliance evals and attack scenario theory docs included
• Stress-test AI models and build adversarial training sets
• Also available as a free preview on HuggingFace (95 downloads)

Six Tongues Conlang + Tokenization Pack

Constructed language design docs, tokenization theory, and bijective encoding patterns from the Six Sacred Tongues system.

• theory_doc_conlang_intent.jsonl -- language design theory
• Tongues session transcripts
• Spiralverse codex SFT pairs
• Novel tokenization research and conlang AI training
• Creative AI fine-tuning for unique output patterns

Spiralverse Session Transcripts

48 session transcript files across 11 categories of structured RPG and worldbuilding dialogue.

• 48 session files: game, NPC roundtable, game design, lore
• Architecture, tongues, gacha, math, DM, music, space commerce
• ~400KB of structured dialogue data
• RPG AI training and game NPC dialogue
• Interactive fiction fine-tuning

Theory Documents Bundle

6 deep-dive theory documents covering the full intellectual foundation of the SCBE-AETHERMOORE framework.

• Architecture theory -- full pipeline design rationale
• Spiralverse lore -- worldbuilding knowledge injection
• Security attacks -- adversarial taxonomy and defenses
• GeoSeal crypto -- bijective encryption theory
• Conlang intent -- constructed language design principles
• Patent claims -- USPTO #63/961,403 methodology

The Full Arsenal

The complete SCBE-AETHERMOORE training data collection. Everything you need to fine-tune a governance-aware AI model from scratch.

SCBE-AETHERMOORE

The full 14-layer pipeline, Sacred Tongues, and hyperbolic cost engine. Open source and production-ready.

• Full 14-layer security pipeline
• Sacred Tongues tokenizers
• Hyperbolic cost scaling (H(d,R) = R^(d²))
• 99.42% combined AUC · 91/91 red team

HuggingFace Datasets

Community datasets available for immediate download on HuggingFace.

• scbe-aethermoore-training-data (1,484 downloads)
• scbe-red-team-benchmarks (95 downloads)
• polly-training-data
• polly-chat-seed