Welcome to Stimulus...

Navigating the seas of AI-driven imagination

What happens when AI meets creativity? Stimulus is a journey into digital content creation, where each project pushes the boundaries of what these tools can do.

At Stimulus, you can explore the creative possibilities of AI through a journey that spans art, music, and more. This space is where technology and imagination meet, revealing new ways to create and innovate. Each project is a step into the evolving world of AI, where the tools are always advancing, and the results are often unexpected.

By Michael Käppi
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The living circuit: How your values are built — and where your biases are really born

We’re taught that cognitive biases are glitches — little errors of reasoning we could catch if we just learned their names. But what if a bias isn’t a bug...
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By Michael Käppi
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The ecosystem of cognitive bias — Ten machines, one mind

A rumour starts with moving boxes outside an office — and months later it is a “fact” everyone somehow knows. We talk about cognitive bias as if it were a...
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By Michael Käppi
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The origins of bias — Where your biases are actually made

Everyone can name three cognitive biases. Almost nobody can say where a single one is actually made. This is the factory-floor tour of the whole system: ten layers...
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By Michael Käppi
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The signal — How bias travels

A rumour can be stone dead where it started and still working, untouched, three layers away. This is the part where the machinery of bias starts moving: what a cascade...
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By Michael Käppi
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

What stands in the way — The protection, and the prediction

You cannot out-shout a system that eats shouting. The final part of The machinery of bias is the answer to the question the whole journey built toward: what actually...
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Peek into the visual playground

Explore a world of AI-generated imagery where bold styles and creative twists come to life. From abstract to photorealistic, each project challenges what’s possible in digital art. Ready to see some magic unfold?

Discover the sonic landscapes of Stimulus

Explore a sound buffé of AI-generated music where geners and styles creates unexpected twists that come to life through the music. From dance, house, pop art to hard core heavy metal, each project challenges what’s possible on sonic expressions. Ready to hear some magic unfold?

Pod Chronicles: Casual chats, Big ideas

Pod Chronicles, a destination for casual and thought-provoking conversations inspired by Stimulus topics. Dive into engaging discussions, exploring the intersections of AI, immersive technology, and creative innovation. Whether you’re on the go or relaxing, each episode offers a fresh perspective on the ideas shaping the future of content creation. Tune in and discover how imagination meets technology in every dialogue!

What fuels the drive of Stimulus?

It’s not just about tools—it’s about exploring new possibilities and rethinking what’s possible in visual art, music, and beyond. Dive into the purpose behind Stimulus and see why this journey matters.

Journey through real work-related experiences

Explore AI-driven projects across visuals, music, and video. From bold designs to experimental creations, see how AI is pushing creative boundaries in each medium. Ready to dive in?

The latest Log Diaries...

Catch up on the latest entries from my AI-driven creative journey. From new experiments to insights and breakthroughs, each log offers a glimpse into how AI is transforming my process.

Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The living circuit: How your values are built — and where your biases are really born

We’re taught that cognitive biases are glitches — little errors of reasoning we could catch if we just learned their names. But what if a bias isn’t a bug at all, but a defence: what your motivational...
0
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The ecosystem of cognitive bias — Ten machines, one mind

A rumour starts with moving boxes outside an office — and months later it is a “fact” everyone somehow knows. We talk about cognitive bias as if it were a glitch in an individual head — a list of about two...
0
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The origins of bias — Where your biases are actually made

Everyone can name three cognitive biases. Almost nobody can say where a single one is actually made. This is the factory-floor tour of the whole system: ten layers opened one by one — individual, social, public,...
0
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

The signal — How bias travels

A rumour can be stone dead where it started and still working, untouched, three layers away. This is the part where the machinery of bias starts moving: what a cascade is, the four pressure dimensions of a travelling...
0
Aug 13 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles, The machinery of bias

What stands in the way — The protection, and the prediction

You cannot out-shout a system that eats shouting. The final part of The machinery of bias is the answer to the question the whole journey built toward: what actually stands in the way? The framework’s own...
0
Jun 29 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

The unprotected mind – The next battle isn’t for content — it’s for how you think

We’ve learned to protect what we *say* online. But what about *how* we think? The next battle isn’t for content — it’s for how you think. Every conversation with an AI leaves a behavioural trail, and...
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Apr 02 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Your content doesn’t need another tool — It needs intelligence that shows up

For twenty-five years, the same paradigm has governed knowledge work: your content goes to the tool. You reshape your thinking to fit Notion’s structure, Confluence’s data model, Jira’s workflow. But...
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Mar 26 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

The AI literacy paradox — The real leap is when we let go of AI as a tool

When a technology shift is small, existing mental models stretch to accommodate it. When the shift is categorical, everything cracks – and for the first time, the turbulence is strong enough to trace exactly...
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Mar 17 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

When science catches up: An evidential map of exploration and validation

Over the past year, I’ve been exploring how AI reshapes human cognition — mapping cognitive offloading, trust paradoxes, automation bias, and the shift from click-based to agentic interfaces across the Stimulus...
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Mar 03 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

From rituals to readiness — A UX practitioner’s self-assessment for the AI shift

What happens when you point the Orchestration Load lens at UX practice itself? The diagnosis is uncomfortable: the system turned our methods into rituals. Sprint pressure, process ceremonies, and production overhead...
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