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A sharpie handwritten text showing Karolina’s initials of 'KS'

No “AI”

No “AI” tools were used in creation of content for this website. Everything is authored by me, unless explicitly credited in captions or citations.


What do you mean by “AI”?

I’m glad you asked! You might have noticed that I refer to “AI” in quotation marks. This is intentional. Language has power—it shapes stories and beliefs. In times of rampant erasure of truth, it’s vital to speak with intention. So let me set this straight:

“AI” (artificial intelligence) doesn’t exist. It’s a term that clouds known technologies (machine learning doesn’t sell well) in shrouds of mystery, promising intelligence and sentience where there isn’t one:

“'AI' is a marketing term. It doesn't refer to a coherent set of technologies. Instead, the phrase 'artificial intelligence' is deployed when the people building or selling a particular set of technologies will profit from getting others to believe that their technology is similar to humans, able to do things that, in fact, intrinsically require human judgment, perception or creativity.

The set of technologies that get sold as AI is diverse in both application and construction. The term serves to obscure that diversity, however, so the conversation becomes clearer if one speaks in terms of 'automation' rather than 'AI' and looks at precisely what is being automated.”

Emily M. Bender & Alex Hanna in The AI Con (Chapter 1)

Language has a role to play in disenfranchising the system of power behind “AI”. That’s why, when referring to these technologies in my writing, I’ll be following Emily M. Bender and Nanna Inie’s advice on talking about “AI” without adding to the anthropomorphisation (except this page).

I’ll also be as transparent as possible what specific tool I’m referring to (e.g.: image generation, classification algorithms, or automatic transcription).


Why not use “AI”?

“Artificial intelligence is both embodied and material, made from natural resources, fuel, human labor, infrastructures, logistics, histories, and classifications. AI systems are not autonomous, rational, or able to discern anything without extensive, computationally intensive training with large data sets or predefined rules and rewards.

Artificial intelligence is a registry of power.”

Kate Crawford in Atlas of AI (Introduction)

When it becomes increasingly unsafe to have any other than unfettered enthusiasm stance in the workplace, here I’m in position to make my own judgments. Avoiding the use of “AI” is a conscious choice I’ve made through the lens of purpose and ethics.

Purpose

  • Authenticity: This website is my digital home. The only place on the web where I have full freedom of self-expression. Giving up the opportunity to express myself to what average voice and tone sounds like goes contrary to what I see as personal.
  • Learning: Experimenting, redesigning, and rebuilding this website taught me immeasurable lessons over the years. I want to keep cultivating critical thinking, growing knowledge, and ensuring my memory doesn’t atrophy.

Ethics

  • Climate and sustainability: Our planet is facing an extinction-level threat—climate collapse. “AI” relies on multiple forms of extractivism: consuming insurmountable amounts of water, power, land, and minerals. It also raises pollution levels locally (and globally) moving us further away from climate targets.
  • Worker rights: “AI” is at tension with labor protections, enabling widespread algorithmic bias, discrimination, employee surveillance, wage exploitation, and serving as an excuse for systemic mass layoffs. Ghost workers, job searchers, and those forced to use “AI” are all negatively impacted; especially so if they’re already underrepresented.
  • Mass theft: Training corpuses for LLMs were created by scraping publicly available (often copyrighted) information with little to no legal repercussions. People’s lives and works used without any consent or pay, furthering inequality, eroding privacy, and threatening livelihoods.
  • Technological colonialism: The new context of data dispossession adds to the picture of modern colonisation. Through epistemic dispossession, algorithmic bias, material extraction, labor exploitation in the Global South, “AI” follows the imperialism playbook.
  • Misinformation and disinformation: “AI” can generate and amplify at unprecedented scale. It’s been proven to spread polarising content, directly threatening democracies worldwide. When facts are harder to discern, it becomes challenging to shape well-informed opinions, that are a bedrock of participatory democracy.

There are dozens of researchers, scholars and activists who informed my thinking. Here are a few books I’d recommend:

Cover of Empire of AI with the title and subtitle of 'Inside the reckless race for total domination'

Empire of AI

Karen Hao

White cover of The AI Con featuring the title and subtitle of 'How To Fight Big Tech Hype and Create the Future We Want'

The AI Con

Emily M. Bender & Alex Henna

Pink cover of Atlas of AI showcasing a purple circle with illustration of person and a tree suspended on a scale above a box surrounded by workers, that might be a data center.

Atlas of AI

Kate Crawford

Cover of Algorithms of Opression showing a Google Search box with 'why are Black women' statement with numerous racist auto suggestions

Algorithms of Oppression

Safiya Umoja Noble

Cover of Automating Inequality with photograph of a data center servers and above it, a child reading a book in bed

Automating Inequality

Virgina Eubanks

Cover of Deep Unlearning showing the title of the book and a venn diagram of a black circle with circuitry diagrams overlapping with a circle made out of smaller circles.

Deep Unlearning

Timnit Gebru