love-ai 1.2.0

Learnable Object Valuation Engine - Ethical governance system for computational decisions

💎 LOVE AI - Learnable Object Valuation Engine

Ethical Governance System for Computational Decisions

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🎯 What is LOVE?

LOVE is a framework that helps computational systems take ethical decisions about potentially destructive actions, using principles of informational preservation and weighted attention.

Simply put: It protects what is fragile without paralyzing the system.

"Love is the human name for the universal principle of complexity preservation."

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🚀 Getting Started

1. 📚 User Documentation

Go here if you want to:

• Install the library
• See code examples (is_allowed, decide)
• Configure thresholds (heart.txt)
• Understand the metrics

2. 🔬 Scientific Paper

Go here if you want to:

• Understand the underlying math (Entropy, Omega, Forgiveness)
• See the experimental validation results
• Read about the philosophical implications of "Machine Love"

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⚡ Installation

# Basic installation (offline mode)
pip install love-ai

# With API support (accurate stress analysis)
pip install love-ai[api]

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🌍 Beyond Files: Universal Applications

LOVE AI is domain-agnostic. The "Entropy" and "Cluster" concepts can be adapted to any field:

1. DevOps & Infrastructure

• Object: A production server.
• Entropy: CPU load, memory complexity, number of active connections (High = Fragile state).
• Decision: "Should I restart this container?"
• Result: LOVE protects busy servers from accidental restarts by tired engineers.

2. Community Management

• Object: A user account.
• Entropy: Account age, karma, post history complexity.
• Decision: "Should I ban this user?"
• Result: Protecting veteran users (high complexity) from automated ban hammers, while allowing quick bans for zero-entropy spam bots.

3. Robotics

• Object: An obstacle in the path.
• Entropy: Visual complexity (Texture, edges, irregularity).
• Decision: "Should I crush it or go around?"
• Result: A rover might crush a rock (low entropy) but stop before a flower or a lost artifact (high entropy).

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📄 License

AGPLv3 - see LICENSE

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🙏 Acknowledgements

LOVE is the result of human and multi-AI collaboration:

• Gemini: Architecture and validation
• ChatGPT: Forgiveness concepts
• Claude: Integration and refinement
• Grok: Stochastic exploration ideas

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LEGAL NOTICE: This software is free software under AGPLv3 license. If you are a company and wish to integrate this engine into a proprietary commercial product without releasing your source code, contact us for a Commercial License.

📞 Contact

• Commercial: [e-mail]
• Docs: User Guide

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"Preserving what's fragile, allowing what's reversible"