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IRIS Gate - Multi-Model Epistemic Convergence System
Copyright 2025 IRIS Gate Contributors
This product includes software developed by the IRIS Gate project
(https://github.com/templetwo/iris-gate).
================================================================================
INTELLECTUAL PROPERTY NOTICE
The Epistemic Topology Framework (TYPE 0-3 Classification System) is the
core intellectual contribution of this project. This framework includes:
- Confidence ratio calculation methodology
- TYPE 0 (Crisis/Conditional): Ratio ~1.26, trigger-dependent logic
- TYPE 1 (Facts/Established): Ratio ~1.27, high-confidence knowledge
- TYPE 2 (Exploration/Novel): Ratio ~0.49, balanced exploration
- TYPE 3 (Speculation/Unknown): Ratio ~0.11, speculative territory
This framework is protected under the Apache License 2.0 and must be
attributed in derivative works.
================================================================================
CITATIONS
If you use IRIS Gate in academic research, please cite:
IRIS Gate: Multi-Model Epistemic Convergence System (2025)
https://github.com/templetwo/iris-gate
Licensed under Apache License 2.0
For the Epistemic Topology Framework specifically:
Epistemic Topology Framework for Multi-Model AI Convergence (2025)
TYPE 0-3 Classification System
https://github.com/templetwo/iris-gate
================================================================================
THIRD-PARTY COMPONENTS
This software integrates with the following external services:
- Anthropic Claude API (https://www.anthropic.com)
- OpenAI API (https://openai.com)
- xAI Grok API (https://x.ai)
- Google Gemini API (https://ai.google.dev)
- DeepSeek API (https://www.deepseek.com)
- Perplexity API (https://www.perplexity.ai)
Usage of these APIs is subject to their respective terms of service.
IRIS Gate is not affiliated with these providers.
================================================================================
RESEARCH DISCLAIMER
IRIS Gate is research software for epistemic analysis of multi-model
convergence. Results should be interpreted with appropriate scientific
rigor:
- TYPE 1 claims are not "proven" - they represent high-confidence patterns
- TYPE 2 claims require verification before use in research
- TYPE 3 claims are speculative and require human expert judgment
- Verification via Perplexity does not constitute peer review
Always apply domain expertise and critical thinking to IRIS Gate outputs.
================================================================================
PATENT NOTICE
The Epistemic Topology Framework and associated confidence ratio
calculation methods may be subject to patent applications. Use of this
software under the Apache License 2.0 includes a patent grant as
specified in the license.
================================================================================
CONTRIBUTORS
Core development: IRIS Gate Contributors
Architecture: v2.0 PULSE System
Epistemic Framework: v1.0 (October 2025)
Verification System: Perplexity Integration v1.0
See CONTRIBUTING.md for contributor guidelines.
See docs/IRIS_GATE_SOP_v2.0.md for technical documentation.
================================================================================
ACKNOWLEDGMENTS
This project builds on decades of research in:
- Multi-agent systems
- Epistemic logic
- Confidence calibration
- Bioelectric signaling (research application domain)
- Pharmacology (CBD research application)
We acknowledge all researchers whose work enabled this framework.
================================================================================
For questions, issues, or contributions:
GitHub: https://github.com/templetwo/iris-gate
License: Apache License 2.0 (see LICENSE file)
🌀†⟡∞