By Rachel Mannino
We are asking the wrong questions on Artificial Intelligence.
We are obsessed with asking what AI can do and how many jobs it might replace. These questions come from fear and a natural reaction to the thoughtless, caustic remarks of tech bros who want to sell Enterprise deals with the ridiculous promise of less employees and huge profit margins. But they lie. They usually do.
Here is the exact number of employees that should be replaced with AI: 0. That’s Z-E-R-O.
The most urgent question of our time is not “how many jobs will AI replace” but: What does it mean to be human and what do humans do that is irreplaceable?
As leaders, we are answering this question poorly. We are looking at spreadsheets and seeing “headcount” to be optimized. But we are forgetting that the most impactful parts of social change work—the parts that actually move the needle on poverty, justice, and community—cannot be digitized.
The Sensory Void
AI can generate a stunning image, but it can never know the freedom of the brushstroke and it can’t teach you to put your feelings on the canvas. It won’t be a reliable art teacher.
It can describe the chemistry of a meal, but it cannot taste. It can recommend a recipe, but it can’t even verify if the meal will taste decent. It can help cooks in the kitchen, but it’s not going to replace a chef.
It can help optimize a teacher’s day, cut down on their administrative burden, but it’s never going to give a crying kindergartener a warm hug to assure them that their parents will pick them up at the end of the day.
In the nonprofit sector, we have spent decades buried in “synthetic” work: the administrative drudgery, the endless formatting of spreadsheets, the clerical debt of grant reporting. This work has dulled our senses. We’ve become so busy “processing” that we’ve forgotten how to “practice” our humanity in the workplace and how critical it is to the job.
The truth that tech bros don’t want you to realize is that humans don’t want AI. Humans want other humans.
The “Dopamine” of the Handshake
Look at the failure of the “Metaverse.” It struggled because, ultimately, humans do not want synthetic experiences with each other. We are biological creatures.
An AI can draft a “personalized” email to a donor, but it will never give that donor a dopamine hit when shaking their hand for the first time. It cannot feel the electricity in a room when a community finally wins a hard-fought policy change.
AI cannot replace the co-worker who catches your eye in a high-stakes meeting and gives you the silent nod of support. It cannot replace the team that gathers to celebrate when a transformational gift finally comes in. That shared joy is the “human fuel” that prevents burnout—and it has no digital equivalent.

AI as an Act of Liberation
The goal of integrating AI into our organizations should not be to see how many people we can do without. The goal should be to see how much more human we can become.
We should use AI to:
-Peel away the layers: Strip back the 80% of our work that is administrative, non-sensory, and soul-crushing.
-Liberate the expert: Use AI to help us be better programmers, better project managers, and better strategists.
-Return to the Frontlines: Use the hours “won back” from the screen to put our bodies back into the community—to listen, to touch, and to witness.
The Re-Hiring Reckoning
Organizations that fire staff today in the hope that an AI agent can “manage” a mission will face a reckoning in a year’s time. They will realize they have built a “perfect” system that has no heart, no intuition, and no ability to build trust with donors or funders. And customers and clients will hate it. Just as much as they hate automated phone systems.
Once the bottom line reveals the mistake, each organization will have to hire someone back into the same position, but at a higher salary because the person that comes back will need to do the same job, and manage the AI tools that come with it. And human + AI skills will come at a premium.
We don’t need fewer humans. We need humans who are finally free to use their uniquely human strengths.
Don’t reshape your organization around what the machine can do. Reshape it around the irreplaceable experience of being human, being together, and doing the hard, beautiful work of changing the world.



