Active Research System
CAREtech

Amplifying Diverse HUMAN Voices in Technology

Technology does not exist outside of human hands and human consequences. CAREtech centers every person in the chain — those who design the machines, build them, train them, test them, use them, and are left to live with what they leave behind — creating caring technologies that include diverse voices, challenge bias, uncover underamplified histories, and build a more equitable future for technology — one carebot at a time.

✦ Introducing ✦
The Eunice + Mary, Margaret & Matilda + Betty + Rose + Ada + Charlotte + Emily Effect
A framework for naming and resisting the systemic forces that erase, silence, and undervalue the contributions of diverse people in science and technology — honoring every human in the full arc of a technology's life, from the hands that design and build it to the communities that inherit its consequences — and a call to build something better in their place.
E
Eunice
Caring for the world
M
Mary · Margaret · Matilda
Caring futures · Human wisdom
B
Betty
Rewriting the code
R
Rose
Playful resistance
A
Ada
Challenging bias
C
Charlotte
Diverse voices
E
Emily
Underheard & Erased Histories
The Eight Pillars · EMBRACE
1
The full human arc — centering every person in the chain: those who design the machines, build them, train them, use them, and are left to live with what they leave behind. Technology does not exist outside of human hands and human consequences — and a caring technological future accounts for every person in that chain, not just the ones at the top of it.
2
Caring technologies — designing AI and tech systems that include the voices of diverse people and center human wellbeing across the full spectrum of human experience.
3
Challenging bias — naming and dismantling the structural inequities baked into technological systems, datasets, and design choices.
4
Underamplified histories — uncovering and sharing the contributions of those whose work has been erased, credited to others, or never recorded at all.
5
Equitable futures — building toward a technology landscape where diverse voices don't just contribute, but shape the direction — one carebot at a time.
6
Caring for the world — honoring Eunice Newton Foote, who discovered the heat-trapping power of CO₂ in 1856 and was erased for it, by asking what technologies we owe the planet — and who has always known the answer.
7
Human wisdom — the rope mothers who hand-wove the code that carried us to the moon remind us that some knowledge lives in hands, in judgment, in care. Discerning what must never be handed to machines — and ensuring what is automated frees people to do more of what only humans can: listening, grieving, connecting, deciding together.
8
Playful, absurd resistance — rewriting the rules of invention from the outside in, creating things whose one purpose is to teach the world to be kind, and proving that care, whimsy, and radical generosity are not weaknesses — but the most powerful technologies of all.
We are not adding diversity to technology. We are restoring what was always there — and accounting for every human hand it passed through to get here.
— CAREtech · The EMBRACE Effect
Humans care. Humans are diverse. Humans make technology.
Humans are not machines.
Technology should be built with diverse CARE to EMBRACE care
with the understanding that
humans are different from technology and from each other.
— CAREtech · Humans + CARE + Tech
Select a Carebot to Begin
HIT — participate & annotate
BOT — explore what the data reveals
CAREtech · A Note on AI
A Note on AI (Automation)

Sarah used AI (automation) to help construct the HTML to set up this website by prompting it with details about the idea, the features, the parts, and the framework. Sarah believes that many things should not be automated using AI and that users should be cautious about the inaccuracies and bias in the system, exploitation of workers, the environmental impact, and the unethical use of the work of people without compensation, consent, or attribution.

Another issue that might negatively impact humans is the process by which it is forced into our lives and technology and work — and thus could result in our becoming reliant on it, without the ability to back out. Once everyone must use it, it forces the speed and style and aesthetics into the system, which requires everyone to utilize it to stay relevant and up to speed. This is a concern, especially because the design, deployment, and use is in the power of a few individuals (without guardrails or oversight). Sarah worries about this reliance on the technology when those in power make the cost to use it high — and this creates an equity issue.

While Sarah still struggles with the issues related to how AI (automation) could impact humans and the world, Sarah is experimenting with using it to support education and equity in instances where it could support students and learning. The use of it in this case is debatable, because I used it to help me generate the code for the website that I envisioned. Even though it is close to what I had in my mind, it is very highly possible that merely using it created the images in my mind. This process might result in more and more technology looking more dull and the same. Perhaps this website will end up being a relic of this strange time — a speculative capsule stuck in a weird, slopification automation void.

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