Aatu Isopahkala / maker

Anomancer

I build Android apps, games and tools of my own. I make music and write about AI and what technology does to people.

Here you can explore projects, released music and writing. Some experiments work; others are still under construction.

Explore projects ↓

01 / PROJECTS

Building alternatives.

One idea. Many ways to build.

Finnish apps and experiments that put more choices in people’s hands. Some are working betas; others are still taking shape.

WHY I'M BUILDING THIS

Finnish tools, built for people.

My aim is to build Finnish applications, platforms and tools for people of all ages and abilities, including alternatives to large international platforms such as Instagram, TikTok and Facebook.

Finland needs its own information infrastructure: technology designed around control of data, local needs, privacy, community and people's ability to act independently.

Majakka is an Android app ecosystem. Individual parts may later become standalone apps for easier development and maintenance. For now, the work is experimental and ongoing.

01 / ANDROID ECOSYSTEM

Majakka

One app. Many environments.

Majakan pesukarhutunnus

Android · in active development · v1.5.31

Majakka is a Finnish Android app in active development, bringing conversations, practical tools, file editing, creative work and user-defined workflows into one place.

AI is one tool among many. Users can choose between local and cloud models and shape the workspace to fit their needs.

  • Local first
  • Cloud optional
  • Human in control
Explore Majakka environments, tools and screenshots

Environments

One app, different ways to work. Explore the environments.

Majakka

General chat and workspace.

Citizen

Everyday matters and public services.

Care Companion

Support for care and social work.

Teacher

Teaching, planning and learning.

Workshop

Tools for practical work.

Researcher

Research and analysis.

Sciences

Disciplines and concepts.

Senior

A simplified interface.

Navigator

Summaries and guided workflows.

News and Streams

Personal media and content feeds.

Studio

Audio and music workflows.

Atelier

Images and creative work.

Games

Games and experiments.

World

Äppö and other characters.

Small tools and bigger ideas

Alongside its environments, Majakka includes a range of practical tools. Here are a few.

Build your own research and agent workflows

Create multi-step workflows with your own instructions, stages and tools. Not everything needs to fit into a single chat.

  • Shopping WatchProduct availability tracking and cart assistant.
  • PDF editorView and edit PDF files.
  • File WorkshopWork with documents and other materials.
  • AutomationsSchedule recurring tasks.
  • TEEA Finnish-language programming tool.
  • HävitäRemove or clean up webpage elements.
  • Language bridgeTranslation assistance between Finnish and English.
  • Custom chat templatesReusable starting points for different tasks.
  • Home-screen widgetsQuick actions on Android.
02 / WEB EXPERIMENTS

Three experiments in a different web.

The same starting point in different forms: local messaging, satire and short video. These are independent betas, not finished replacements for major platforms.

02A / MESSAGING

KAIVO

BETA · ANONYMOUS MESSAGING

An experiment in anonymous and local communication. Areas, channels and privacy controls come first, rather than conventional user accounts.

Open KAIVO
02B / SATIRE

Infinite Toilet

BETA · SOCIAL SATIRE

An absurd experiment in endless social scrolling. A Threads-like feed becomes a restroom, where algorithms, profiles and maintenance acquire new meanings.

Open Infinite Toilet
02C / SHORT VIDEO

PaskaTok

BETA · SHORT-VIDEO EXPERIMENT

An experimental take on short videos and their feeds. It explores how a simpler local video experience might become an alternative to the patterns of large platforms.

Open PaskaTok

Screenshots will come later. You can already explore the prototype via the link.

03 / RESEARCH MACHINES

Observation before decision.

An experimental lab for market data and explainable decisions.

03A / MARKET ANALYSIS

Signaalikone

PUBLIC RC1 · RESEARCH PROTOTYPE

Signaalikone studies market data, compares historical structures and makes its reasoning visible. Its engine room exposes signals, uncertainty and risk limits for inspection. Decisions can be tested with simulated money.

Explore Signaalikone
  1. 01Market data
  2. 02Signals and reasoning
  3. 03Risk assessment
  4. 04Simulation and history

Simulation only. Not investment advice or proof of predictive performance.

Up next: a dedicated messenger and more standalone tools. Not every idea is a finished product yet.

Majakka is an unfinished development project. Some features are experimental and change between versions.

02 / KNOWLEDGE & COUNTERCULTURE

Anopedia · Anomaloginen Aliopisto

An open knowledge base and digital counterculture magazine. Anopedia brings together concepts, articles, the Anomalogical Institute and creative work.

What is inside Anopedia?
01

Living knowledge base

Concepts, original frameworks and connections between subjects, including the institute’s disciplines and research.

02

Counterculture magazine

Writing on philosophy, technology and society, with room for alternative perspectives and unfinished thoughts.

03

Media and archive

Comics, memes, poetry and aphorisms accompany articles. The archive helps ideas find new forms.

03 / CHARACTERS & STORIES

Characters

Äppö the raccoon wearing a white Äppö T-shirt against a black background.

Äppö

A raccoon with a slightly different view of the world.

Äppö is Majakka’s raccoon character and a curious explorer in Anomancer’s worlds. The same character travels between applications, stories and playful experiments.

04 / MUSIC

Music.

Two different directions: Black Hole Core / Anomancer explores ideas and experimental sound; Unadapted leans into emotion. Listen for yourself.

Black Hole Core / Anomancer

Sound that tears open ideas and expectations. Experimental genres, narrative series, absurdity and layers of thought.

Track artworkSelected cover artwork

Unadapted

Music made with my brother, reaching for emotion. Songs that reward slowing down and listening carefully.

05 / WRITING

Writing about real questions.

How do you give an AI agent boundaries? How do you spot a poor solution? How does technology change work and everyday life?

Selected earlier writing. Dates indicate original publication; older claims have not been automatically updated.

The original articles below are in Finnish.

Who am I?

Who makes this?

Black and white portrait of Aatu on a rooftop terrace.

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.

Systems thinkingConceptsAI & agentsLanguage & semanticsPrototypingCreative technology
A few less formal 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.

06 / BACKGROUND

Ideas in the background

Optional background reading. These concepts are not applications and are not required to explore the work.

Show background concepts

Fenosofia · An unfinished personal framework exploring experience, experimentation and knowledge.

Ontosophical Explorer (OE) · An English-language conceptual name connected to Majakka and Fenosofia, not a standalone product.

FEIK · A conceptual, heuristic sketch of power, not a measured mathematical law or software product.

07 / CONTACT

Get in touch.

Red and violet night-time photograph on a wooded path

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?”