Time, handed back
The best use of the technology is to absorb routine work so people can spend more undivided attention on one another.
2 August 2026 · Notes on AI and care
A hopeful, general reflection on how artificial intelligence could give people more time, more attention and a little more warmth in everyday care.

The most hopeful thing artificial intelligence could bring to care is not speed or cleverness. It is time, attention and a little more warmth.
When people worry about artificial intelligence in health, they often picture something cold: a screen where a face should be, a decision handed down by a machine. I understand the worry, and I do not dismiss it. Yet the future I find most convincing is almost the opposite of that fear. Used with care, this technology could make care feel kinder and more personal, not less, precisely because it can take on the dull, heavy work that has quietly been crowding the people out of the room.
Ask anyone who works in care what they are short of, and the answer is rarely knowledge. It is time. So much of a working day disappears into tasks that have little to do with the person in front of you: forms, admin, hunting for information that should already be to hand. If technology can quietly absorb some of that load, the reward is not efficiency for its own sake. It is a few more minutes of undivided attention, which is often the part of care that people remember longest. The most human thing a machine can do here is to hand time back to the people who need it most.
Personal is a word that gets used loosely, so it is worth being precise about it. To me, more personal care does not mean a clever profile or a well aimed message. It means care that fits the particular person: their history, their circumstances, the plain facts of how they actually live. Thoughtful tools can help hold all of that context gently in view, so that a person is met as themselves rather than as an average. Sameness has never been the goal of good care. The goal has always been to see the individual clearly, and this is one of the few technologies that could genuinely help us do that at scale, a theme that runs through the human stories gathered on this site.
It would be a mistake to imagine that kindness simply arrives with the technology. It does not. Kindness is a choice made over and over in how a tool is designed, and the good examples tend to share a small set of habits:
None of these are technical marvels. They are simply the instincts of a considerate person, written down and built in, and they are what separates technology that serves people from technology that quietly serves itself.
I am hopeful about this, and I want to be honest about why. It is not because I expect any single tool to be perfect. None will be, and the careful ones will be revised again and again, as good things always are. My optimism rests on the direction of travel. When the aim is to give time back, to hold each person's context in view, and to keep human judgement firmly at the centre, artificial intelligence stops being a threat to the warmth of care and starts to become a quiet ally of it. That is the same belief that runs through the wellbeing tech written about on this site, and through the plain language the glossary tries to keep honest.
There is also something quietly reassuring about the pace this kind of progress tends to take. The tools that earn a lasting place are rarely the ones that arrive with the loudest promises. They are the ones introduced carefully, tried against real days and real people, and adjusted without ego until they genuinely help. Trust, once given, is worth protecting, and it is protected best when a tool moves at the speed of the people it is meant to serve rather than the speed of the technology itself. Patience, in this field, is not timidity. It is a form of respect.
I have argued before, in these notes gathered under the name Nicole Junkermann, that the most human thing technology can do in medicine is to keep people at the centre and step back from the moments that matter most. Artificial intelligence, used with that kind of restraint, could make care not colder but kinder: more attentive, more personal and a little more generous with the one thing none of us can make more of, which is time. For anyone who wants to follow the thread further, the wider blog keeps returning to it, calmly and with hope.
The best use of the technology is to absorb routine work so people can spend more undivided attention on one another.
Care that holds each person's context in view meets them as themselves, not as an average.
Warmth is not automatic. It is a design choice, made over and over in how a tool treats the people who use it.