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CHANGELOG.md

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+# Changelog
+
+## v1.0.0 (2026-01-01)
+- Initial public release (Within Us AI)

CITATION.cff

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+cff-version: 1.2.0
+title: "Genesis AI Code 100K (Frontier)"
+message: "If you use this dataset, please cite it."
+type: dataset
+authors:
+  - name: "Within Us AI"
+version: 1.0.0
+date-released: 2026-01-01
+license: CC0-1.0

README.md

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+---
+pretty_name: Genesis AI Code 100K (Frontier)
+tags:
+- within-us-ai
+- genesis
+- code
+- agentic
+- reasoning
+- tool-calling
+- evaluation
+- security
+- governance
+- moe
+task_categories:
+- text-generation
+- question-answering
+language:
+- en
+license: cc0-1.0
+size_categories:
+- 100K<n<1M
+---
+
+# Genesis AI Code 100K (Frontier)
+
+**Developed by: Within Us AI**
+
+Frontier dataset with tool-call traces, self-grading, budgets, and audit orientation.
+
+## Splits
+- train: 98,000
+- validation: 2,000
+
+## Highlights
+- Tests-as-truth supervision patterns
+- Diff-first patching
+- Agentic loops (plan→edit→test→reflect) with bounded budgets
+- Tool-call trace supervision (where present)
+- Governance/audit & policy-gate awareness
+
+## Storage format
+Parquet unavailable (No module named 'pyarrow'); JSONL shards in `/data`.
+
+## Quick start
+```python
+from datasets import load_dataset
+ds = load_dataset("<YOUR_ORG_OR_USER>/Genesis AI Code 100K (Frontier)", split="train")
+print(ds[0])
+```

WHITEPAPER_POINTER.md

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+Within Us AI
+
+Genesis Whitepaper is provided in the demo pack as `GENESIS_WHITEPAPER.md`.