Justice A.I.

05/05/2026

I got to sit down with the amazing Christa Hill of Tacit Edge to talk about what a world with ethical AI looks like. What would it look like for the employee or the organization that adopts Justice AI GPT?

It looks like peace of mind. It looks like thriving as our best selves. It looks like having a tool to pick us up after making grave mistakes only to help us learn to do and be better.

Subscribe to JAI today, the only AI Framework that solved the bias problem.

Justiceaigpt.ca

04/12/2026

https://ideasforgood.jp/2025/10/22/justice-ai-gpt/

Justice AI GPT is going global, and we're here for it.



justiceaigpt.com

AIの知識は本当に「中立的」なのか。欧米中心の価値観に偏る学習データは、無意識のうちに多様な物語を消し去っているかもしれません。Justice AI GPTは、失われた声を取り戻すために生まれました。

04/12/2026

Justice AI GPT, the world's first AI Framework to solve the bias problem is officially built outside of mainstream AI.

No OpenAI dependency.
No centralized proprietary lock-in.
No colonial guardrails shaping the output.

This version is self-hosted, and deployed independently. We built it that way on purpose. Infrastructure matters. Governance matters. Data residency matters.

And we’re actively migrating to Canadian hosting to ensure national data residency and sovereignty.

If you’ve been watching this evolve, this is the moment.

We didn’t just talk about decolonizing AI. We built it.

Now it’s your turn to step inside it.

Sign up today at https://www.justiceaigpt.com and experience Justice AI GPT for yourself.

Find out more at justiceaigpt.ca

04/12/2026

https://forbesjapan.com/articles/detail/82908

JUSTICE AI GPT on Forbes Japan!



justiceaigpt.ca

02/22/2026

02/17/2026

Oye, mira.

There’s a brutal poetry in a movement elder passing during Black History Month. We lost Reverend Jesse Jackson today, February 17, 2026. He was 84.
Some facts a lot of people don’t carry in their pocket.

He was born in Greenville, South Carolina in 1941, came up through Jim Crow, and still built a national political force anyway.

He marched with Dr. King in Selma, and he was at the Lorraine Motel in Memphis when King was assassinated in 1968. King appointed him national director of Operation Breadbasket in 1967, pushing economic power fights, jobs, contracts, and corporate accountability as civil rights work.

He founded Operation PUSH in 1971, building an infrastructure for economic justice and political power that wasn’t dependent on white institutional permission.

He ran for the Democratic presidential nomination in 1984 and 1988, and reshaped what national coalition politics looked like, refusing the lie that Black liberation has to be single-issue, single-community, or “palatable.”

He lived his later years with Parkinson’s disease and progressive supranuclear palsy (PSP), and he still kept showing up as an elder voice for human rights.
Black History Month gets marketed like a museum. Jesse Jackson’s life was not a display. It was a power fight against racial hierarchy and class extraction, in public, for decades.

So here’s the question that matters more than tributes. What are you building that transfers decision power to Black, Brown, and Asian communities, not just sympathy, not just symbolism, not just one month of attention?

02/17/2026

Oye, mira. I’m joining the Indigenous IP Roundtable in Edmonton on Feb 18, 2026 (10 a.m. to 4 p.m. MST) at NAIT.

This isn’t a vibes session. It’s about who holds decision power over Indigenous knowledge, cultural expressions, and innovation. Mainstream IP systems keep rewarding documentation, institutional ownership, and extraction, while Indigenous jurisdiction gets treated like “culture” instead of law. I’m showing up with an operating blueprint for Indigenous-led governance, consent that can actually say no, and protection that doesn’t require disclosure into settler systems.

CCIB and ElevateIP Alberta are gathering input to shape future supports. I’m bringing implementable program architecture: Nation-defined rules, data sovereignty defaults, non-extractive intake, and rapid enforcement pathways when appropriation happens.

02/14/2026

Still buzzing from this week.

I had an amazing time speaking on Data Sovereignty and Data Residency, and how bias in AI is produced by systems, not accidents, at Stolen Code, Stolen Futures. I’m at the forefront of confronting AI bias, pushing the field from denial to measurable change world-wide.

Thank you to everyone who showed up and made it such an alive, honest conversation. Calgary has a powerful community.
Deep gratitude to IndigiTech Destiny for hosting me and holding the space.

01/28/2026

Christian Ortiz ✊🏽 didn't ask permission to fix it, he built something entirely new.

As our opening keynote speaker, Christian Ortiz (ZacaTechO) brings more than two decades of radical reimagining to the Latino AI Summit stage. He's not here to ask tech to make room for us. He's here to show us we ARE the architects.

Christian Ortiz is a Decolonial Social Scientist, filmmaker, entrepreneur and technologist. And the creator of Justice AI GPT: the world’s first AI Framework to solve the AI bias problem.

His keynote, 'We Are the Fire and the Framework: Reclaiming Our Lineages and Coding Our Liberation', honors the Indigenous, African, and resistance-rooted energy carried in Latino bloodlines, the spirit, memory, and ceremony many of us hold but were never taught to name.

Christian will reveal how AI can now amplify our brilliance as a people shaped by deep histories, sacred memory, and revolutionary potential.

You are not just voices in the machine. You are systems of power now.

This keynote won't just inspire you. It will arm you with the truth of who we've always been: innovators, liberators, and the architects of tomorrow.

🎟️ Register now and witness the future being coded in real time.

https://lnkd.in/ekksEQtr



Justiceaigpt.ca

12/30/2025

Oye, mira.

AI is not the cause of the global water crisis. These are the industries using significantly more water than AI data centers in 2025:

Agriculture

• Uses approximately 70 percent of all global freshwater

• High-demand crops include rice, wheat, and corn

• Consumes over 70 times more water than global AI systems combined

Textile and Fashion Industry

• Uses over 93 billion cubic meters of water per year

• Producing one cotton shirt requires 2,700 liters of water

• Consumes over 100 times more water than GPT models such as GPT-4, Gemini, or Claude

Energy Production

• Withdraws over 50 trillion gallons of water annually in the United States alone

• Water is required for thermoelectric power plant cooling and hydropower generation

• One of the top three global water-consuming sectors

Meat and Dairy Industry

• One kilogram of beef requires approximately 15,400 liters of water

• Water use includes irrigation for animal feed and processing infrastructure

• Far exceeds the water footprint of the tech sector

Mining and Industrial Manufacturing

• Includes water-intensive processes such as extraction, smelting, and semiconductor production

• Often overlaps with AI hardware supply chains, but independently consumes far more water

• Remains one of the most water-intensive global sectors

Bottled Water Industry

• Requires 1.39 liters of water to produce 1 liter of bottled water

• Does not account for the additional water cost in bottling, transport, and plastic production

AI Water Use (2025)

• One GPT-4 query consumes approximately 500 milliliters of water per 10 to 15 prompts

• Training a large model uses around 700,000 to 1 million liters, a one-time cost

• Total global AI-related water usage accounts for less than 0.1 percent of all freshwater withdrawals.

Capitalist industries drive the global water crisis. Agriculture, energy, fashion, meat, and mining hold the largest water footprints. AI water usage exists, but it remains a small fraction of the total. Focusing blame on data centers diverts attention away from extractive systems that were built to prioritize profit over collective survival.

How we do one thing is how we do everything. We blame individuals for racism, not the system that trained us in it. We blame AI for water loss, not the capitalist machine that’s drained the planet for centuries. White supremacy taught us to misplace blame. Capitalism taught us to defend the thief.

Start naming the system.

Start naming the system.

Start naming the system.

Ag, energy, fashion, meat, and mining have drained this planet for profit. The data is public. The harm is deliberate. The silence is convenient. Blame the system, not the servers. Study extractive industries. Support agroecology. Demand water justice rooted in truth, not tech scapegoats.