The Moral Responsibility of Real-Work Producers MaMeeFarm™ Blogger Article – 6 Dec 2025 Real-Work producers — farmers, caregivers, field workers, operators carry a unique moral role in society: They are the custodians of humanity’s physical truth. 1. The Real World Depends on Their Accuracy Food supply, safety, health, and infrastructure rely on what workers observe and record. Their truth becomes society’s truth. 2. Real-Work Producers Are the First Line of Data Integrity Before any system processes information, real workers capture it. They set the foundation for ethical data ecosystems. 3. Their Decisions Have Long-Term Impact One misreported condition can affect entire chains: food quality, animal welfare, environmental safety. 4. DGCP Supports Ethical Responsibility By automatically verifying actions with timestamps and immutable logs, DGCP lets workers uphold truth without needing technical expertise. 5. Ethical Real-Work Creates Ethical AI Every AI ...
MaMeeFarm™ – Data & Governance
🦆 MMFARM-POL-2025 License & DGCP™ Protocol
The MaMeeFarm™ data system is built on two core components working together: the MMFARM-POL-2025 License, which defines the rights and restrictions of data usage, and the DGCP™ – Duck Governance & Continuous Proof™ Protocol, which governs how real-world farm data is captured, structured, linked, and verified across digital layers.
MMFARM-POL-2025
Proof-of-Life License
The primary license governing all MaMeeFarm™ datasets, proof files, images, videos, logs, and real-world evidence produced on the farm.
- ✔Defines how the data may be used and under what conditions.
- ✔ Enforces “No AI training, no resale, and no derivative datasets without permission.”
- ✔Allows educational and non-commercial use under strict attribution.
- ✔Requires clear credit to MaMeeFarm™ and compliance with all license terms.
© 2025 MaMeeFarm™
Proof-of-Life License
AI-Use Restrictions
DGCP™ Protocol
Duck Governance & Continuous Proof™
A real-world data protocol designed to capture, chain, and continuously verify farm labor, animal life events, and environmental conditions through multi-layered proofs.
- 🧩 Defines Proof-of-Work, Proof-of-Life, and Proof-of-Event using an append-only structure.
- 🪪 Links data across layers: physical event → proof file → IPFS → GitHub → NFT → OpenSea.
- 🛡️ Built for both humans and machines to verify (traceable, verifiable, tamper-resistant).
- 📈 Scalable to additional farms and other industries requiring real-world verifiable data.
Real-World Data Protocol
Append-Only Proof Logs
Multi-Layer Verification
Relationship Summary:
The MMFARM-POL-2025 License defines the rights and restrictions governing how MaMeeFarm™ data may be used. The DGCP™ Protocol defines how that data is created, captured directly from real-world events, structured into proofs, and linked across public systems for immutable verification.
The MMFARM-POL-2025 License defines the rights and restrictions governing how MaMeeFarm™ data may be used. The DGCP™ Protocol defines how that data is created, captured directly from real-world events, structured into proofs, and linked across public systems for immutable verification.
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