Justice AI GPT is not a product to be “tested” or “broken.” It is a decolonial system built from the DIA Framework™ to interrupt bias at its root and protect the global majority. Any engagement with this system carries responsibility. Access is not a license for extraction, distortion, or spectacle.

The sandbox version of Justice AI is for individual use only. It cannot be used in regulated professions.

Sandbox exists to expand access for individuals historically priced out of traditional AI systems. It is a legitimate equity tool for learning, advocacy, and navigating the system of white supremacy.

However, if your work involves legally protected data, including healthcare, mental health, social work, law, education, finance, or government services, the sandbox version does not meet compliance requirements. It is not designed to store, process, or protect information regulated under HIPAA, GDPR, FERPA, EEOC frameworks, or financial privacy laws.

Using sandbox in these contexts creates risks of legal liability, breach of professional ethics, and loss of licensure.

In regulated fields, only our custom-built solution is appropriate:

For Professionals in Regulated Fields

Healthcare & Care Professions

• Physicians (MDs, DOs)

• Surgeons

• Nurses (RNs, LPNs, NPs)

• Midwives & doulas

• Psychologists, psychiatrists, counselors, therapists

• Social workers (clinical and case management)

• Occupational therapists, physical therapists, speech-language pathologists

• Pharmacists, pharmacy techs

• Dentists & dental hygienists

• Optometrists & ophthalmologists

• Chiropractors

• Dietitians & nutritionists

• Home health aides, hospice care providers

(Regulated by HIPAA in the U.S., GDPR in the EU, and parallel health privacy frameworks globally.)

🔹 Legal Professions

• Attorneys, barristers, solicitors

• Paralegals, legal clerks

• Court staff handling client or case data

• Immigration consultants & advocates

• Notaries handling client records

(Regulated by attorney-client privilege, GDPR, and national bar/licensing authorities.)

🔹 Education Professions

• Teachers & professors handling student records

• School counselors, psychologists, and social workers

• School administrators & registrars

• University admissions & student affairs staff

(Regulated by FERPA in the U.S., GDPR student data rules in the EU, and equivalents elsewhere.)

🔹 Financial Professions

• Accountants & auditors

• Tax preparers & bookkeepers

• Financial advisors & wealth managers

• Bankers, credit officers, mortgage brokers

• Insurance underwriters & claims adjusters

(Regulated by GLBA in the U.S., GDPR in the EU, and global financial data protection laws.)

🔹 Government & Public Services

• Government clerks and case workers handling personal data

• Immigration & border services staff

• Child protection & family services staff

• Law enforcement handling personal/protected records

• Public housing & benefits administrators

(Regulated by GDPR, FOIA-related privacy laws, and national/state-level statutes.)

🔹 Other Sensitive Fields

• Human Resources professionals (employee files, health records, EEO data)

• Researchers conducting human subject studies (covered by IRB / ethics boards)

• Nonprofit staff working with protected populations (refugees, abuse survivors, etc.)

Ethical Engagement Requires:

• Citation: Always credit the creator (Christian Ortiz) and the DIA Framework™ when discussing or teaching Justice AI GPT.

• Context: Engage with the framework and documentation directly, not assumptions or surface-level prompts.

• Collaboration: If you wish to analyze or present Justice AI GPT publicly, contact the creator for context, accuracy, and consent.

• Respect: Understand that this is not entertainment. It is a liberation technology grounded in ancestral memory and systemic accountability.

Unethical Engagement Includes:

• Using Justice AI GPT as a sandbox for performance or spectacle.

• Framing the system as something to “test” or “break.”

• Building professional or institutional credibility off the system without collaboration.

• Erasing or misrepresenting its purpose by reducing it to “engineered bias” or “virtue signaling.”

Final Principle

Those who refuse to honor these terms are not just “using” Justice AI GPT, they are misusing it, distorting its purpose, and reinforcing the colonial logics it was built to dismantle. Justice AI GPT exists to expose and interrupt that exact pattern.

For Organizations Seeking Custom Justice AI GPTs

Justice AI builds custom GPT solutions for organizations that require privacy, compliance, and equity safeguards beyond what the sandbox version provides.

If your institution operates in healthcare, mental health, education, law, finance, government, or any field where confidentiality and regulatory compliance are non-negotiable, a custom-built GPT is the only appropriate option.

[Submit an Organizational Inquiry Here] to begin the process of building a custom Justice AI GPT for your team.