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
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...
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By Michael Käppi
Mar 03 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

The conductor’s problem — Why everything you know about UX is about to become the easy part

What happens when a perfectly designed AI tool makes its users quietly worse at their jobs — and nobody notices? The Orchestration Load Framework introduces six types...
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By Michael Käppi
Nov 04 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Completing the Cognitive Bias map: A proposed framework for social, media, and AI layers

Cognitive biases aren’t bugs—they’re features. Until they become rigid, exploited, imbalanced, or stop adapting. Discover the four-layer framework mapping...
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By Michael Käppi
Jul 06 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Applying inversion thinking: Are our sacred methodologies Out-of-Tune?

Here’s an uncomfortable truth: most “user-centered” design teams are building features users don’t actually want. Not because the features are...
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By Michael Käppi
Jul 06 2025
GenAI Misc, Log Diaries, Pod Chronicles

The power of thinking backward: Why inversion thinking beats forward-thinking in complex environments

While most people chase success by asking “How do I win?”, Charlie Munger built a $300 billion fortune by obsessively asking “How do I avoid...
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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.

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...
0
Mar 03 2026
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

The conductor’s problem — Why everything you know about UX is about to become the easy part

What happens when a perfectly designed AI tool makes its users quietly worse at their jobs — and nobody notices? The Orchestration Load Framework introduces six types of cognitive load that humans carry when working...
0
Nov 04 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Completing the Cognitive Bias map: A proposed framework for social, media, and AI layers

Cognitive biases aren’t bugs—they’re features. Until they become rigid, exploited, imbalanced, or stop adapting. Discover the four-layer framework mapping how we think individually, collectively, under...
0
Jul 06 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Applying inversion thinking: Are our sacred methodologies Out-of-Tune?

Here’s an uncomfortable truth: most “user-centered” design teams are building features users don’t actually want. Not because the features are poorly designed, but because users don’t want...
0
Jul 06 2025
GenAI Misc, Log Diaries, Pod Chronicles

The power of thinking backward: Why inversion thinking beats forward-thinking in complex environments

While most people chase success by asking “How do I win?”, Charlie Munger built a $300 billion fortune by obsessively asking “How do I avoid losing?” This ounterintuitive approach-called...
0
Jul 06 2025
GenAI Misc, Log Diaries, Pod Chronicles

Can interdisciplinary thinking drive the next wave of innovation?

The most groundbreaking discoveries aren’t emerging from isolated laboratories – they’re born at the intersection where different disciplines converge. But interdisciplinary knowledge alone...
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Jun 29 2025
GenAI Music, GenAI Videos, Log Diaries

Disco Elevator – Oopsie Daisy feat. Peder Pan

Oopsie Daisy delivers their most adventurous track yet with “Disco Elevator,” featuring creative collaborator Peder Pan. The project channels the euphoric energy of classic disco legends like Chic and...
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Jun 15 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

What if we’re building AI consciousness backwards?

Recent developments in quantum physics and consciousness research are challenging our fundamental assumptions about the nature of mind. What if the brain doesn’t create consciousness, but acts as a sophisticated...
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May 22 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Beyond Vibe coding: Reality checks in when complexity hits the fan

From building simple web applications with AI to confronting the limitations of “vibe coding” in complex projects, this exploration navigates the delicate balance between AI acceleration and human wisdom in...
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Mar 09 2025
Expeditions, GenAI Misc, Log Diaries, Pod Chronicles

Mental Model Score: From user context to UX insight

Working with AI, I developed the Mental Model Score (MMS) framework—a system that evaluates applications from the user’s perspective rather than focusing on isolated application characteristics. Unlike...
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