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πŸš€ OS Launch: Clean documentation and refined licensing

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This OS launch commit includes:

βœ… **Cleaned Documentation**
- Removed inflated claims and marketing language
- Added honest research status and limitations
- Created professional model card and validation reports
- Streamlined licensing to AGPLv3 + commercial contact

βœ… **Refined Codebase**
- Complete experimental bit-native transformer implementation
- 57 Python files with comprehensive research framework
- Safety telemetry and monitoring systems
- Distributed training and development tools

βœ… **Professional Standards**
- Empirical validation of all claims
- Clear experimental vs production distinctions
- Rigorous research methodology requirements
- Community contribution framework

Ready for serious research evaluation and academic investigation.

Files changed (1) hide show
  1. LICENSE/DISCLAIMER.txt +7 -11
LICENSE/DISCLAIMER.txt CHANGED
@@ -1,10 +1,7 @@
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  # BitTransformerLM – Legal & Risk Disclaimer
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- _Last updated: 2025-08-04_
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- BitTransformerLM (the β€œSoftware”) is an **experimental, highly-capable, agentic AI
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- model** developed by WC Negentropy Holdings LLC (β€œWCNH”). By downloading,
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- installing, running, fine-tuning, or otherwise using the Software **you
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- acknowledge and agree to all terms below.**
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  ---
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@@ -45,14 +42,13 @@ environmental damage, including but not limited to:
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  You remain solely responsible for conducting appropriate risk assessments,
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  validation, and human oversight before any production deployment.
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- ## 4. Alignment & Transparency Obligations
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- If you hold a **Commercial License**, you must also comply with the
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- Alignment & Transparency Agreement (ATA), including:
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- - Logging K-C-S telemetry and retaining it for audit
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- - Supplying telemetry snapshots upon request (max once per quarter)
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- - Cooperating with reasonable misuse investigations
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  ## 5. Data & Privacy
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  # BitTransformerLM – Legal & Risk Disclaimer
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+ _Last updated: August 2025_
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+ BitTransformerLM (the "Software") is an **experimental AI research model** developed by WC Negentropy Holdings LLC ("WCNH"). By downloading, installing, running, fine-tuning, or otherwise using the Software **you acknowledge and agree to all terms below.**
 
 
 
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  ---
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  You remain solely responsible for conducting appropriate risk assessments,
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  validation, and human oversight before any production deployment.
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+ ## 4. Research and Experimental Nature
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+ This Software is provided for research and experimental purposes. Users acknowledge that:
 
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+ - The model is in active development and may produce unpredictable results
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+ - Outputs should be carefully reviewed before any practical application
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+ - The software is not validated for production use cases
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  ## 5. Data & Privacy
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