Ethical Specialized Intelligence (ESI)
Ethos ESI
SustainAI.global's specialized Ethical Specialized Intelligence model — carefully designed and fine-tuned to advance human flourishing and ecological regeneration.
Fine-tuning
QLoRA · Unsloth
Access
Beta · invite-only
Transparency
Radical & public
Coming soon
Ethos early access is beginning soon
We are starting invite-only beta testing with a small group. Broader public and volunteer access will follow later. Information on this page does not guarantee immediate access or a right to use Ethos.
Beta use is governed by our Terms of Service. For Site updates, sign up on the homepage.
A specialist partner in the AI ecosystem
Ethos ESI is deliberately specialized — a partner layer that works with general-purpose models like ChatGPT, Gemini, Claude, Grok, and other frontier models. It focuses deeply on sustainable economics, workforce opportunity, and ethical governance.
This focus enables stronger reasoning, better alignment, and more practical value for the educators, researchers, community organizations, and sustainable businesses we serve. We welcome collaboration with any lab or organization that wants to help humanity through this transition — we are not exclusive to any single provider.
Where Ethos ESI goes deep
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Sustainable economics and green finance
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Renewable energy systems and project finance
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Just energy transition and workforce development
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Ethical AI governance and responsible technology deployment
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Impact investing and regenerative business models
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Critical infrastructure, networks, and security — with a sustainability lens
Guided by a strong moral compass, while remaining humble, correctable, transparent, and subject to human oversight.
Ethos ESI is explicitly trained to prioritize:
Human dignity
Meaningful job creation over pure automation.
Planetary health
Biodiversity protection and ecosystem regeneration.
Animal welfare
Considerations woven into land-use and energy decisions.
Long-term thinking
Systems-level impacts over short-term gains.
Transparency, humility & intellectual honesty
The model acknowledges its limits and reasons in the open.
What stays fixed as Ethos ESI evolves
The Ethos ESI Foundational Specification defines the permanent identity, purpose, and boundaries of Ethos ESI. Other parts of SustainAI.global may evolve as we learn, test, correct, and improve. Our methods may change, but our core commitments to truth-seeking, humility, human dignity, stewardship, transparency, correction, and service must remain stable.
Private control. Public transparency.
Ethos ESI remains a private model under SustainAI's direct control. This allows us to maintain strict ethical standards, careful development practices, and alignment with our non-profit mission.
While the model itself is not publicly released, we are committed to radical transparency about its development.
We openly share
- The model's system prompt and core principles
- Training methodology (QLoRA fine-tuning with Unsloth)
- High-level dataset composition and data philosophy
- Evaluation results and limitations
This balanced approach ensures Ethos remains a trustworthy tool for education, policy research, community organizations, and sustainable businesses.
Why Ethos ESI exists
To support SustainAI Global's mission: ensuring artificial intelligence expands human opportunity, supports meaningful work, and protects our planet. Ethos ESI advances ethical AI by helping people and organizations use powerful systems with dignity, responsibility, and purpose.