ComfyUI Deterministic Nodes
Copyright (C) 2025 Joseph Ibrahim <joseph@josephibrahim.com>

DUAL-LICENSE NOTICE
===================

This software is dual-licensed:

1. GNU Affero General Public License v3.0 (AGPL-3.0)
   - See LICENSE file for full terms
   - Free for open source use with copyleft requirements
   - Network use triggers source disclosure requirements

2. Commercial License
   - See COMMERCIAL_LICENSE.md for terms and pricing
   - Available for proprietary/SaaS use without AGPL obligations
   - Contact: joseph@josephibrahim.com

INTELLECTUAL PROPERTY
=====================

This software contains original implementations of:

- Batch-Invariant Inference: Per-item RNG reset methodology for guaranteed reproducibility
- Deterministic MoE Routing: Hash-based expert selection eliminating MCMC variance
- ECHO Context Integration: 4-tier hierarchical memory retrieval patterns
- Cascade Refinement: Sequential multi-stage deterministic processing
- Checksum Validation: Cryptographic reproducibility proof system

Based on ThinkingMachines research on defeating non-determinism in LLM inference.

ATTRIBUTION
===========

If you use this software, please cite:
  Joseph Ibrahim, "ComfyUI Deterministic Nodes", 2025
  https://github.com/joe002/comfyui-deterministic-nodes
