Everything is Downstream of Her. Survey Results for Women & AI phase 1.
On the origins of the machine, and our own.
Dear friends,
I have been interrogating what artificial intelligence may mean for women’s lives: our work and money, our intimacy, our mothering, our bodies and our safety. This summer the inquiry became a survey, forty-eight questions grown from real conversations with real women. The first wave has answered, and answered at depth, staying with the questions for half an hour and more.
The highlights are below, after a meditation on bowing to the earth, to the Shakti that makes all of it possible anyway.
The full 21-page report, with the charts and the women’s own words, is here for subscribers. (And thank you for supporting this work. The Museletter, the books, the classes and retreats, the podcast: these are deeply felt offers from my heart. Things flood into my crown that support waking down and waking up, and translate into all of these forms. All of the work invites the true genius of each being to be expressed as a more coherent and loving world.)
The machine is downstream of her.
The deeper I went, the more every road bent toward the same source. The machine is downstream of her. Her as in Shakti, Gaia, the Mother.
Every model is trained on the archive of human expression, and every person who contibuted a single line was grown inside a body. Each one was carried, fed at a breast or held in arms, taught to speak face to face, formed against the graininess the realness of someone who cared. The corpus was written by bodies fed by soil fed. The machine inherits every signal we have ever sent with none of the substance, every every word for longing and nothing that longs.
The training data is the archive of the born.
The “cloud” is a most earthbound thing. Peel the abstraction away and the machine’s body is also hers. The chips are melted sand, quartz lifted from riverbeds, tje wiring is copper from open-pit mines, the magnets are rare earths drawn out of clay. The power is fossil sunlight and falling water. The cooling is rivers and aquifers run through server halls. Millions of tons of arranged mineral sitting on land and drinking from watersheds. We named it for the sky cause it seems to ephemeral and present, but we can’t forget what it is made of. For three years the capital markets bid up the weightless layer of the LLM, and then ran straight into the limits of the material: the electrons, the water, the heat, the land.
Everything comes from her. The intelligence, the intimacy, the electricity, the ground it hums on. Everything gets returned to her for correction, ruined, dissolved to ash.
In one of the traditions that have shaped my life, this is the oldest claim there is. Śakti is the power by which anything moves at all. The world is made of her, contained in the primordial energy of consciousness, Shiva.
Every lineage that kept its memory placed her first and gave her a face. Gaia arrives right after Chaos, and the sky is her child. In India she is Bhūmi, Sītā’s true mother, At dawn, in millions of households, the first prayer of the day starts with “Om Bhur Bhuvah Swaha”, the acknowledgement of the earth, the atmosphere and the heavens that we rest inside. A whole civilization taught to kiss the ground each morning. Hold that picture beside a data center drinking a watershed and you have the moral geometry of our moment.
James Lovelock and Lynn Margulis, needing a word for their discovery that Earth behaves like a single self-regulating body, called it Gaia. Demoted to “resources” for three centuries, she walks back in through systems science and the AI power bill at the same moment. We must revere this Earth. Regenerate. Everyone arrives at her by their own road.
I write from Sundari in Lower Puna, in Hawai’i, on land Pele is still making. A few miles from my gate, new earth arrived glowing at the shoreline, meets the sea in a plume of steam, cools to black stone, and in time becomes soil, fern, and ʻōhiʻa. She who births islands is doing it still, in real time. The source material of everything in manifest reality, the machine included, is being born.
She is the layer that cannot be simulated, because she is the layer simulation runs on.
We can fake the video, the voice, the lover, even a mother’s tone. We cannot fake an aquifer, a harvest, or a caldera. All that arranged mineral, moved through fire and taught to speak, still cannot make a single seed germinate.
Let us remember where we come from: carried before we could walk, fed before we could ask. A voice taught you your first words, and the ground has always held us.
No machine can give us the rain.
The machines, whatever else they become, will spend this century learning what women and watersheds have always known: there is no upstream of the mother, other than pure consciousness itself.
-CMM
What the Women Said, Phase 1
Before the Answers: A Word About the Questions
This survey began in conversation. For months, in kitchens and on walks, on retreat and after class, women kept bringing me the same subjects from different directions. What the machine was doing to their work. What it knew about their bodies. Whether their daughters were safe inside it, and who, exactly, the builders were listening to. The questionnaire grew straight out of those private dialogues. Nearly every question in it is a question a real woman asked me first, in her own words, usually quietly.
So the instrument carries intention. Forty-eight questions, moving the way our conversations actually move: from the practical into the tender. It opens with work and money, because that is where most of us met this technology. It walks into intimacy and mothering, then the body, because that is where the technology is now walking. It asks about surveillance and reproductive privacy, about trust and public speech, about what AI does in your nervous system while you use it, and what it takes from the earth to run at all. The women I spoke with raised the water and the power grid before I ever did, so the earth got its own questions. A woman could skip anything and stay anonymous. She could speak her answers aloud instead of typing them. And the design held a second purpose beyond data: I wanted the questions themselves to be an experience of noticing, a guided walk through your own life with this new presence in it. Women stayed inside the survey for half an hour, some for ninety minutes. Several wrote afterward that the questions named feelings they had carried for years and finally saw in words.
A giant movement is underway, on the scale of electricity, and the rooms deciding it hold very few women. A small circle allocates the capital, trains the models, and writes the rules, and what they decide will land directly on our work, our health, our privacy, our children’s minds. Our representation in the decisions stands nowhere near our stake in the results. History builds its futures first and consults women afterward. This survey puts women’s testimony into the record while the movement is still forming, in our own voices, at the depth we actually live.
The Seam of Class and Caste in AI
A deep split is coming in the relationship to the technology itself. The affluent woman’s AI works for her while she sleeps: managing logistics, tutoring her children, extending her reach. The poor woman’s AI works on her while she sleeps, recalculating her shifts and repricing her risk. Class will be about which side of the algorithm you live on.
There are, increasingly, three positions a woman can occupy. She can direct AI: own the equity, the brand, the audience, the land, the enterprise that the machines leverage. She can use AI: the professional, the creator, the credentialed worker applying the tools to her labor. Or she can be used by AI: scheduled by the algorithm that makes her childcare impossible to plan, scored by the hiring screen, monitored by the productivity software, denied by the automated claims system.
The middle position is unstable. The professional class assumes tool-user status is theirs by education, but the paralegal using AI today is training the system that flattens her role tomorrow, and she slides toward the managed tier unless she climbs toward the ownership one.
The women who answered this survey first live largely in the directing and tool-using positions: founders, owners of creative practices, women who command their own hours and chose this technology rather than having it assigned to them.
Their testimony is rich precisely because they engage the machine with sovereignty, and it is partial for the same reason. The woman the algorithm schedules answers surveys on a lunch break the algorithm chose for her, if she answers at all. This report holds the view from the seam’s upper side, and the waves that follow reach for the rest of the picture: employed women, hourly women, women whose relationship to AI was decided for them.
Select Findings
The women who answered first are mostly running their own enterprises. They stayed a median of twenty-seven minutes; one stayed ninety-one.
Every one of them uses AI, almost hald daily. The primary use case is staff: business cases written, digital products launched, budgets built, the administrative sediment finally cleared from the actual work.
Money is the deepest worry in the room. 74% are deeply concerned about what AI does to our economic systems, outranking even the ecological and ethical alarms. Exactly one woman in the wave owns AI shares. The reordering is visible from every kitchen table; very few are on AI cap tables.
These women draw lines and keep them. “If I can’t talk about it to a human, it feels cowardly to talk about it to AI.”
Asked about AI companions, they answered in single syllables: ick, gross. Then a woman past seventy-five wrote: “It is both accentuating and alleviating my loneliness.”
The machine flatters, and they’ve caught it. One woman ran her own experiment, asking something she knew it would wrongly endorse, and was affirmed.
21% have already had AI used against them or someone they love: a hiring algorithm that screened out a qualified researcher again and again, cloned voices, rental scams. One in five, of a tight, protected circle.
The watched body is already changing behavior. One woman deleted her period trackers when the political weather turned and told every woman she knew to do the same. Two others, independently, want women’s-health data sovereignty built.
Public speech is quietly shrinking. Women in this circle hold their tongues online on purpose; one names border crossings as the reason.
The elders are the power users. Novels researched, products shipped, nervous systems tended at seventy-five. Asked what they’ve waited their whole lives to make, they answered: I’m already making it.
Asked what no machine can give, they wrote a liturgy. Love, four times over. Presence. Touch. A three-dimensional hug. A child’s heartbeat. LIFE, in capitals.
