Aatu Isopahkala
Anomancer
I take apart AI, agents, software, language and other complex systems, then translate them into clear language.
I also build systems and experiments that help separate claims, interpretation, uncertainty and practical value from one another.
Who am I? ↓Who am I?
I don't fit one job title.
I have followed AI closely since the first major wave. I am especially interested in what systems can actually do, how their limits appear in practice and how quickly the language around them starts to develop a life of its own.
I follow the global development, but also how the same phenomenon appears in Finland. I am especially interested in the gap between what the technology can actually do and how it is discussed in public. That gap fills quickly with uncertainty, exaggeration, dismissal and disinformation. Algorithms tend to amplify what makes people react, not necessarily what helps them understand what is happening.
Read more about my background
I build, test, read and compare models in practice. I look at them from technical, human and social positions because the same system can look very different depending on where you stand.
My original background is not in computer science. I trained as a practical nurse and disability support worker, and later as a ventilation installer. There was no ready-made path from there into AI research or technology. I ended up here mainly by building, studying and connecting things that do not necessarily belong in the same room on paper.
That probably explains how I look at technology too. I am rarely interested only in how a system works. I care just as much about what it does to people, what kinds of behaviour it creates, and what happens when a technical system meets the real world.
Systems thinker, concept designer and prototyper describe my work better than a single established title. If I need one name for the wider approach, I use Modular Creative Intelligence.
Anomancer is the public interface to that work. Dispatches translate the knowledge for people. Core exposes a public architecture view of agents, orchestras and boundaries. Real runs stay inside private Core.
Work / Routes
Two ways in.
Dispatches explain the phenomena for people. Core shows the system architecture and its boundaries.
Dispatches
AI, claims, work, money, language and systems without requiring you to know my projects or internal vocabulary first.
Open dispatches → 02 · Go deeperCore
A public architecture view of the Agent Pool, orchestras, contracts, evidence and run-receipt model. Private Core stays locked.
Open Core →The human behind the systems
A few things about me.
Who I am: a human from Tampere who loves raccoons and conceptual clarity, while also building concepts of my own that are not always very clear.
What I do: art and research, although some days I may simply spend time wondering about the taste of a cherry tomato and the roundness of it.
Why I do it: to help myself and others, and to act as one example of how we might build a more responsible future without forgetting curiosity and our ability to laugh.
Who it is for: primarily anyone who is already at least a little horrified by having to wade through the fog of the internet.
Contact / Open channel
Get in touch.
A problem, an idea or a strange observation? Send it here.
Have a problem, idea or system that does not fit an existing box? Write it in your own words.
I am especially interested in strange edge cases around AI, software, learning, creative work, security, communication and research. I am open to collaborations, experiments and possible work opportunities.
“I have this slightly strange problem. What do you see in it?”
That is enough to start.
