mech-gov-framework
Enrichment pendingMechanical Governance for LLM Decisions, model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance metrics for high-stakes LLM decision systems.
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Install
pip install mech-gov-frameworkSimilar tools
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Evidence and technical details
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Overview
Mechanical Governance for LLM Decisions — model-agnostic governance regimes (R1/R2/R3), hard gates, entropy commit-reveal and governance metrics for high-stakes LLM decision systems.
Capability facts
- Languages
- python
Source: github.language+pyproject.toml · Jul 15, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Tags
README
Installation
python -m venv .venv
---
# pip install -e ".[viz]" # plotting helpers
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# pip install -e ".[bedrock]" # AWS Bedrock/SageMaker backends
Requires Python 3.10+.
License
Apache License 2.0 — see LICENSE and NOTICE.
Open source by Santander AI Lab.
For agents
This page has a .md twin and JSON over the API.