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JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

LEADING THE FUTURE OF ETHICAL AI

JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

LEADING THE FUTURE OF ETHICAL AI

YOUR ETHICAL AI PARTNER

WHAT IS JUSTICE A.I.?

JUSTICE AI IS A FIRST-OF-ITS-KIND AI ETHICS AND GOVERNANCE SYSTEM, DESIGNED TO MAKE AI MORE FAIR, RESPONSIBLE, AND ACCOUNTABLE IN REAL-WORLD USE.

BUILT ON THE DECOLONIAL INTELLIGENCE ALGORITHMIC (DIA) FRAMEWORK™, JUSTICE AI HELPS GOVERNMENTS, ORGANIZATIONS, AND COMPANIES BUILD AND REVIEW AI SYSTEMS THAT ARE SAFER, MORE TRANSPARENT, AND BETTER ALIGNED WITH PEOPLE’S NEEDS — BEYOND BASIC LEGAL CHECKBOXES.

WHY WE EXIST

MOST AI SYSTEMS TODAY ARE BUILT WITHOUT INPUT FROM DIVERSE COMMUNITIES OR AWARENESS OF REAL-WORLD IMPACTS. JUSTICE AI EXISTS TO:

• CHANGE THAT APPROACH

• INCLUDE VOICES AND PERSPECTIVES THAT ARE OFTEN LEFT OUT

• CREATE TECHNOLOGY THAT REFLECTS

FAIRNESS, RESPECT, AND COMMUNITY VALUES.

WE’RE NOT JUST MAKING AI BETTER — WE’RE RETHINKING HOW IT SHOULD WORK FROM THE START.

WHAT WE OFFER

THE DIA FRAMEWORK™

A LICENSED ETHICAL GOVERNANCE MODEL USED TO:

• AUDIT AI FOR SYSTEMIC BIAS
• GUIDE ETHICAL MODEL DEVELOPMENT
• ALIGN WITH LAWS LIKE THE

CHRA,
AIA,
EEOC,
AND TRC CALL TO ACTION #92

AVAILABLE FOR LICENSING TO GOVERNMENTS, INSTITUTIONS, AND LLM DEVELOPERS.

JUSTICE AI GPT

OUR WORKING PROTOTYPE — BUILT INSIDE OPENAI — DEMONSTRATES HOW THE DIA FRAMEWORK CAN SHAPE MORE ACCOUNTABLE AI BEHAVIOR.

WE USE IT IN:

• EQUITY ASSESSMENTS
• PROMPT LOGIC TESTING
• COMPLIANCE MODELING FOR PUBLIC SECTOR SYSTEMS

CONSULTING & COMPLIANCE SERVICES

FOR GOVERNMENTS, UNIVERSITIES, AND COMPANIES SEEKING:

• AI AUDITS FOR EMPLOYMENT EQUITY OR ACCESSIBILITY

• CUSTOM AI ETHICS POLICIES

• INDIGENOUS DATA SOVEREIGNTY INTEGRATION

• TRC-ALIGNED DIGITAL STRATEGIES

FREQUENTLY ASKED QUESTIONS

Please reach us at christianortiz@modatlasmedia.com if you cannot find an answer to your question.

WHAT IS JUSTICE AI TRAINED ON?

JUSTICE AI IS NOT A TYPICAL AI MODEL TRAINED ON A MASSIVE DATASET.

IT IS A GOVERNANCE AND ETHICS LAYER, POWERED BY THE DECOLONIAL INTELLIGENCE ALGORITHMIC (DIA) FRAMEWORK™ DEVELOPED BY CHRISTIAN ORTIZ, WHICH RESHAPES HOW EXISTING AI MODELS MAKE DECISIONS — WITHOUT EXTRACTING OR REPLICATING COLONIAL HARM.

INSTEAD OF TRAINING ON DATA, JUSTICE AI GOVERNS DATA — AND IT DOES SO THROUGH A DECOLONIAL LENS. JUSTICE AI DOESN’T “TRAIN” LIKE A MODEL — IT APPLIES A SET OF ETHICAL, CULTURAL, AND POLITICAL GUARDRAILS TO GUIDE OTHER MODELS.

OUR GOVERNANCE FRAMEWORK DRAWS ON:

• INDIGENOUS, BLACK, QUEER, AND DISABILITY JUSTICE EPISTEMOLOGIES

• INTERNATIONAL HUMAN RIGHTS LAW

• EMPLOYMENT EQUITY LEGISLATION (CHRA, EEOC, TRC)

• FEMINIST DATA PRACTICES

• ANTI-OPPRESSIVE DESIGN THEORY

• AND LIVED COMMUNITY KNOWLEDGE

WHEN CONNECTED TO GPT-4 OR COHERE, JUSTICE AI REWRITES PROMPTS, AUDITS RESPONSES, FLAGS HARM, AND EMBEDS BIAS CORRECTIONS — WITHOUT EVER NEEDING ACCESS TO SENSITIVE USER DATA.

🌍 WHAT IS DECOLONIAL DATA?

DECOLONIAL DATA IS NOT JUST ABOUT PROTECTING PRIVACY — IT'S ABOUT DISMANTLING THE POWER STRUCTURES EMBEDDED IN HOW DATA IS COLLECTED, LABELED, AND USED.

JUSTICE AI USES DECOLONIAL DATA PRINCIPLES TO ENSURE:

🔒 CONSENT, NOT EXTRACTION: DATA SHOULD NEVER BE HARVESTED FROM COMMUNITIES WITHOUT INFORMED, CONTEXTUAL, AND CULTURALLY GROUNDED CONSENT.

🌱 INDIGENOUS DATA SOVEREIGNTY: JUSTICE AI UPHOLDS FRAMEWORKS LIKE OCAP™ (OWNERSHIP, CONTROL, ACCESS, AND POSSESSION) AND SUPPORTS NATIONS’ RIGHTS TO GOVERN THEIR OWN DIGITAL KNOWLEDGE.

🧠 EPISTEMIC INCLUSION: MOST AI SYSTEMS ARE BUILT FROM EUROCENTRIC KNOWLEDGE BASES. JUSTICE AI INTEGRATES INTERSECTIONAL, COMMUNITY-ROOTED TRUTHS — CENTERING BLACK, INDIGENOUS, QUEER, DISABLED, AND GLOBAL SOUTH VOICES.

🛡️ DATA MINIMALISM: WE BELIEVE IN USING ONLY WHAT IS NECESSARY — NO OVER-COLLECTION, NO SURVEILLANCE, NO COMMODIFICATION OF HUMAN EXPERIENCE.

🤝 CO-GOVERNANCE: WE ACTIVELY INCLUDE COMMUNITY STAKEHOLDERS IN HOW BIAS IS DEFINED, MITIGATED, AND AUDITED — BECAUSE COMMUNITIES DEFINE JUSTICE, NOT ALGORITHMS.

🌍 WHO DO WE WORK WITH ?

• GOVERNMENTS AND PUBLIC AGENCIES ACROSS CANADA, THE U.S., LATIN AMERICA, AFRICA, AND THE GLOBAL SOUTH

• MUNICIPALITIES, SCHOOL DISTRICTS, UNIVERSITIES, AND PUBLIC HEALTH SYSTEMS

• LARGE LANGUAGE MODEL (LLM) DEVELOPERS, ETHICAL AI LABS, AND TECH PLATFORMS

• INDIGENOUS NATIONS, BLACK-LED ORGANIZATIONS, DISABILITY JUSTICE COLLECTIVES, AND LGBTQIA+ NETWORKS

• INTERNATIONAL POLICY CONSORTIA, INTERGOVERNMENTAL BODIES, AND GLOBAL HUMAN RIGHTS INITIATIVES

• PRIVATE SECTOR COMPANIES SEEKING AI COMPLIANCE, DIVERSITY INNOVATION, AND EQUITY IN TECH

HOW DOES JUSTICE AI REDUCE CARBON OR ENERGY FOOTPRINT COMPARED TO OTHER AI SYSTEMS?

MOST AI ETHICS TOOLS ATTEMPT TO CORRECT BIAS BY RETRAINING MODELS — A PROCESS THAT REQUIRES MASSIVE COMPUTATIONAL RESOURCES, CONTINUOUS GPU USAGE, AND OFTEN RESULTS IN HEAVY ENERGY CONSUMPTION.

JUSTICE AI TAKES A COMPLETELY DIFFERENT APPROACH.

INSTEAD OF RETRAINING ENTIRE MODELS, JUSTICE AI OPERATES AT THE PROMPT AND LOGIC LAYER — GOVERNING HOW AI SYSTEMS BEHAVE WITHOUT NEEDING TO REGENERATE THE ENTIRE MODEL.

THIS MEANS:

• NO MULTI-BILLION PARAMETER RETRAINING CYCLES

• NO HIGH-FREQUENCY MODEL UPDATES

• MINIMAL DEPENDENCY ON GPU CLUSTERS

BY APPLYING GOVERNANCE AT THE POINT OF INTERACTION — NOT THE POINT OF MODEL CONSTRUCTION — JUSTICE AI DRAMATICALLY REDUCES COMPUTATIONAL WASTE AND SUPPORTS SUSTAINABLE AI DEVELOPMENT WITHOUT COMPROMISING ON ETHICAL INTEGRITY.

DOES JUSTICE AI LIMIT WATER USAGE OR ENERGY DRAIN?

YES — INDIRECTLY AND INTENTIONALLY.

WATER USAGE IN AI HAPPENS DURING DATA CENTER COOLING, PARTICULARLY IN CLOUD-BASED ENVIRONMENTS WHERE LLM TRAINING OR LARGE-SCALE INFERENCE IS RUN CONTINUOUSLY.

SINCE JUSTICE AI DOESN’T REQUIRE MODEL TRAINING OR FINE-TUNING, IT AVOIDS ONE OF THE MOST WATER- AND ENERGY-INTENSIVE ASPECTS OF MODERN AI.

• NO EXCESSIVE INFERENCE RUNS

• NO MODEL FINE-TUNING LOOPS

• NO CONSTANT RETRAINING TO CHASE RELEVANCE

BECAUSE JUSTICE AI IS A LOGIC SYSTEM, NOT A MODEL, IT CAN BE DEPLOYED WITH MINIMAL ENVIRONMENTAL OVERHEAD.

CLIENTS CAN ALSO CHOOSE GREEN-HOSTED, SOVEREIGN, OR ON-PREM DEPLOYMENTS TO FURTHER REDUCE ENVIRONMENTAL IMPACT.

CAN JUSTICE AI BE DEPLOYED ON LOW-ENERGY OR OPEN-SOURCE INFRASTRUCTURE?

YES. ONE OF THE CORE DESIGN PRINCIPLES OF JUSTICE AI IS ACCESSIBILITY AND MODULARITY.

JUSTICE AI CAN BE IMPLEMENTED:

• ON LOW-ENERGY DEVICES USING LIGHTWEIGHT MODELS

• WITHIN OPEN-SOURCE LLM ENVIRONMENTS (E.G., LLAMA, MISTRAL, FALCON)

• ON GREEN CLOUD INFRASTRUCTURE (E.G., HYDRO-POWERED CANADIAN CLOUD, EUROPEAN GREEN DATA CENTERS)

• OR ENTIRELY ON-PREM — ELIMINATING RELIANCE ON U.S.-BASED CLOUD PLATFORMS

BECAUSE IT'S A GOVERNANCE LAYER, NOT AN ENGINE, JUSTICE AI IS:

• MODEL-AGNOSTIC

• INFRASTRUCTURE-FLEXIBLE

• DECOLONIAL AND DECARBONIZED

IT’S NOT JUST ABOUT ETHICAL RESULTS — IT’S ABOUT BUILDING AI IN WAYS THAT RESPECT PEOPLE AND THE PLANET.

IS THIS A TOOL OR A CONSULTING SERVICE?

JUSTICE AI IS BOTH.

IT IS A LICENSED ETHICAL GOVERNANCE FRAMEWORK (THE DIA FRAMEWORK™) THAT CAN BE INTEGRATED INTO EXISTING AI SYSTEMS AS A TOOL — AND DELIVERED AS A STRATEGIC SERVICE TO SUPPORT DEPLOYMENT, POLICY ALIGNMENT, AND AUDITING.

CLIENTS CAN LICENSE THE FRAMEWORK AS A STANDALONE SYSTEM, IMPLEMENT IT WITH THEIR OWN TECH STACK, OR PARTNER WITH JUSTICE AI FOR HANDS-ON SUPPORT IN DEVELOPING EQUITABLE AI STRATEGIES.

WHETHER YOU NEED A GOVERNANCE ENGINE FOR YOUR LLM OR A DECOLONIAL CONSULTANT TO GUIDE YOUR DIGITAL TRANSFORMATION — JUSTICE AI IS BUILT TO MEET YOU AT SCALE.

HOW DOES THE DIA FRAMEWORK™ GET IMPLEMENTED INTO EXISTING SYSTEMS?

THE DIA FRAMEWORK™ IS A MODULAR, MODEL-AGNOSTIC SYSTEM THAT INTEGRATES THROUGH PROMPT ENGINEERING, BIAS FILTERING, ETHICAL CHECKPOINTS, AND DECISION-LEVEL LOGIC. IT CAN BE DEPLOYED AS A LAYER ON TOP OF EXISTING LLM INFRASTRUCTURE, EMBEDDED INTO HR, CHATBOT, OR POLICY SYSTEMS, OR UTILIZED AS A STANDALONE AUDIT TOOL FOR COMPLIANCE.

WHO DEFINES THE BIAS JUSTICE AI FLAGS?

JUSTICE AI USES A MULTI-SOURCE, COMMUNITY-DRIVEN APPROACH TO DEFINING BIAS. OUR BIAS LOGIC IS ROOTED IN THE DIA FRAMEWORK™, WHICH PRIORITIZES INTERSECTIONALITY, INDIGENOUS EPISTEMOLOGIES, FEMINIST THEORY, CRITICAL RACE STUDIES, DISABILITY JUSTICE, AND ANTI-COLONIAL ANALYSIS — NOT EUROCENTRIC NEUTRALITY.

CAN WE USE JUSTICE AI WITH OUR OWN LLM OR CLOUD PROVIDER?

YES. JUSTICE AI IS DESIGNED TO BE MODEL-AGNOSTIC AND INFRASTRUCTURE-FLEXIBLE. IT CAN BE INTEGRATED WITH LLMs LIKE COHERE, LLAMA, MISTRAL, GPT, OR ANY CUSTOM MODEL. CLIENTS CAN HOST IT ON THEIR OWN PRIVATE CLOUD, GREEN DATA CENTER, OR SOVEREIGN INFRASTRUCTURE — WITH OR WITHOUT U.S.-BASED VENDORS.

WHAT KIND OF DATA DOES JUSTICE AI PROCESS OR STORE?

JUSTICE AI DOES NOT STORE, LOG, OR RETAIN CLIENT DATA UNLESS EXPLICITLY AGREED. ALL PROCESSED CONTENT IS TEMPORARY AND NON-IDENTIFIABLE. THE SYSTEM IS DESIGNED AROUND DATA MINIMIZATION, CONSENT, AND SOVEREIGNTY — IN ALIGNMENT WITH OCAP™, PIPEDA, GDPR, AND FOIP PRINCIPLES.

IS THIS AN API, A MODEL, OR A PLATFORM?

JUSTICE AI IS A GOVERNANCE SYSTEM. IT CAN BE ACCESSED AS A SET OF TOOLS (APIs, PROMPT LOGIC, BIAS AUDITORS), A CUSTOM DEPLOYMENT FRAMEWORK, OR AN EMBEDDED ETHICAL LAYER ON TOP OF EXISTING AI INFRASTRUCTURE. IT IS NOT A MODEL — IT IS A DECOLONIAL OPERATING SYSTEM FOR ETHICAL AI.

DOES IT REQUIRE OPENAI OR CAN IT BE SELF-HOSTED?

IT DOES NOT REQUIRE OPENAI. WHILE A PROTOTYPE VERSION IS BUILT INSIDE CHATGPT FOR DEMONSTRATION PURPOSES, JUSTICE AI CAN BE FULLY SELF-HOSTED USING OPEN-SOURCE MODELS, CANADIAN LLMs, OR CLIENT-OWNED INFRASTRUCTURE. IT CAN OPERATE WITHOUT ANY CONNECTION TO U.S.-BASED CLOUDS.

WHAT COMMUNITIES WERE INVOLVED IN DEVELOPING THIS?

JUSTICE AI WAS FOUNDED ON YEARS OF COLLECTIVE KNOWLEDGE FROM BIPOC, INDIGENOUS, LGBTQIA+, DISABLED, AND NEURODIVERGENT COMMUNITIES. THE DIA FRAMEWORK™ IS GROUNDED IN SCHOLARSHIP, ACTIVISM, AND LIVED EXPERIENCE — WITH INPUT FROM DECOLONIAL ORGANIZERS, ACADEMICS, AND CULTURAL WORKERS.

WHO HOLDS JUSTICE AI ACCOUNTABLE?

JUSTICE AI IS ACCOUNTABLE TO THE COMMUNITIES IT SERVES — NOT TECH PLATFORMS OR INVESTORS. ACCOUNTABILITY IS STRUCTURED THROUGH THE PRINCIPLES OF EPISTEMIC JUSTICE, PUBLIC TRANSPARENCY, INDIGENOUS DATA SOVEREIGNTY, AND CONTRACTUAL CO-GOVERNANCE WITH PARTNER ORGANIZATIONS.

CAN COMMUNITIES AUDIT THE LOGIC THEMSELVES?

YES — BUT NOT IN REAL TIME OR AT THE USER INTERFACE LEVEL.
JUSTICE AI’S LOGIC IS AUDITABLE THROUGH STRUCTURED DISCLOSURE, NOT THROUGH AN OPEN INTERFACE WHERE INDIVIDUAL USERS MODIFY BEHAVIOR WHILE USING IT.

HERE'S HOW IT WORKS:

🔍 THE DIA FRAMEWORK™ IS DOCUMENTED, EXPLAINED, AND LICENSED — INCLUDING ITS PRINCIPLES, BIAS FLAGS, PROMPT LOGIC STRUCTURE, AND INTERSECTIONAL WEIGHTINGS.

📄 AUDITS ARE CONDUCTED THROUGH ACCESS TO THE LOGIC LAYER — THIS MAY INCLUDE PROMPT TEMPLATES, DECISION TREES, SCORING GUIDELINES, OR ETHICAL FILTER FLOWS.

🤝 COMMUNITY STAKEHOLDERS, PARTNERS, AND LICENSEES ARE INVITED TO REVIEW, CRITIQUE, OR PARTICIPATE IN THE FRAMEWORK'S DEVELOPMENT THROUGH:

WORKSHOPS
TRANSPARENT DOCUMENTATION
GOVERNANCE MECHANISMS WRITTEN INTO CONTRACTS

🛡️ WHAT IT IS NOT:

IT’S NOT A PUBLIC, LIVE SANDBOX WHERE ANYONE CAN EDIT THE FRAMEWORK ON-THE-FLY
IT’S NOT OPEN TO UNCONTROLLED MODIFICATION TO MAINTAIN IP INTEGRITY
IT DOES NOT OFFER “REAL-TIME” AUDIT CAPABILITIES AT THE END-USER LEVEL (E.G., TYPING INTO A CHATBOX)

🎯 INSTEAD, JUSTICE AI BELIEVES IN EPISTEMIC CO-GOVERNANCE — WHERE COMMUNITIES ARE INVOLVED IN DEFINING AND REVIEWING THE SYSTEMS THAT IMPACT THEM, THROUGH TRANSPARENT, ACCESSIBLE DOCUMENTATION AND FRAMEWORK LICENSING.

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ORDER HERE

JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

YOUR ETHICAL AI PARTNER

WHAT IS JUSTICE A.I.?

WHY WE EXIST

WHAT WE OFFER

THE DIA FRAMEWORK™

JUSTICE AI GPT

CONSULTING & COMPLIANCE SERVICES

DISCOVER THE DIA FRAMEWORK

Testimonials

FREQUENTLY ASKED QUESTIONS

JOIN THE JAI COMMUNITY

Choose a Plan

WHAT'S HAPPENING

ORDER THE BEST SELLING BOOK: THE DECOLONIAL AWAKENING

The Decolonial Awakening: A Complete Roadmap to Collective Liberation

CAPE ON THE PODCAST

OUR PARTNERS

GET STARTED HERE

CONTACT US

Get in Touch

Questions or Comments?

JUSTICE AI GPT

Hours

JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

JUSTICE A.I. GPT BIAS LIVES IN THE CODE. JUSTICE A.I. FINDS IT.

YOUR ETHICAL AI PARTNER

WHAT IS JUSTICE A.I.?

WHY WE EXIST

WHAT WE OFFER

THE DIA FRAMEWORK™

JUSTICE AI GPT

CONSULTING & COMPLIANCE SERVICES

DISCOVER THE DIA FRAMEWORK

Testimonials

FREQUENTLY ASKED QUESTIONS

JOIN THE JAI COMMUNITY

Choose a Plan

WHAT'S HAPPENING

ORDER THE BEST SELLING BOOK: THE DECOLONIAL AWAKENING

The Decolonial Awakening: A Complete Roadmap to Collective Liberation

CAPE ON THE PODCAST

OUR PARTNERS

GET STARTED HERE

CONTACT US

Get in Touch

Questions or Comments?

JUSTICE AI GPT

Hours

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