Log Diaries is about...
AI journey logs on experiments, learnings & insights
What happens when AI becomes a creative partner? In Log Diaries, I capture the experiments, breakthroughs, and surprises that come from testing the limits of AI-driven creativity. With tools evolving faster than ever, it’s fascinating to see just how far they can take us. I’m curious—are you?
Latest Log Records..
This journal captures the pulse of my creative experiments with AI. It’s where ideas evolve, tools get tested, and boundaries get pushed. Scroll through the latest entries to see my recent explorations, or dive into the archives for a closer look at how AI has transformed my projects over time.

Mental Model Score: From user context to UX insight

Measure your mind’s digital defense

The digital dance – Reclaiming our minds

The next frontier of UX/UI: Where AI meets human-centered design

Analysis Paralysis in the AI age

AI-First Design Framework: A new paradigm

Immersive content: AI, personalization & the Metaverse

AI Frontiers: Trends and challenges for 2025 and beyond

Stimulus – Redefining creativity with AI-driven inspiration

Storytelling in the age of AI
All Log Diaries…
Browse through all of my logs, documenting each step of my exploration. From visual experiments to AI-generated music, these posts are a record of how I’m learning and growing with these technologies.
Mental Model Score: From user context to UX insight
by Michael Käppi | 9 March 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
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 traditional UX methods, MMS captures how users’ mental models shape their experiences within specific contexts, enabling meaningful comparisons between different tools. The framework’s five components (Effort, Trust, Expectation Alignment, Impact, and Concern Factors) measure whether perceived gains outweigh perceived pains in user experiences. This human-AI collaboration addresses a critical blind spot in current UX evaluation approaches.
0Measure your mind’s digital defense
by Michael Käppi | 2 March 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
Discover your cognitive blind spots with the Cognitive Resilience Diagnostic – a self-assessment tool that maps your mental vulnerabilities to digital manipulation and provides personalized strategies to strengthen your digital autonomy.
0The digital dance – Reclaiming our minds
by Michael Käppi | 26 February 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
AI and digital platforms are shaping our thoughts and decisions in ways we barely notice. This article explores the hidden mechanisms of digital influence and offers strategies to reclaim cognitive independence. Will we let AI control our perceptions, or will we take back the reins?
0The next frontier of UX/UI: Where AI meets human-centered design
by Michael Käppi | 30 January 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
The landscape of UX/UI is undergoing a fundamental transformation, driven by artificial intelligence, multimodal interfaces, and extended reality. Based on eight comprehensive research studies, this analysis reveals how these technologies are converging to create more intuitive, personalized, and human-centered digital experiences. From AI-driven interfaces that adapt in real-time to brain-computer interfaces that push the boundaries of human-computer interaction, we explore the innovations that will shape the future of digital design through 2025 and beyond.
0Analysis Paralysis in the AI age
by Michael Käppi | 19 January 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
AI simplifies decision-making but can also overwhelm. In “Analysis Paralysis in the AI Age,” I explore how to strike a balance between human intuition and AI assistance to thrive in an information-saturated world. Discover more.
0AI-First Design Framework: A new paradigm
by Michael Käppi | 12 January 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
The AI-First Design Framework is redefining creativity and innovation, placing adaptability and intelligence at the heart of how we build systems. Discover how this new paradigm transforms user experiences and creates lasting value.
0Immersive content: AI, personalization & the Metaverse
by Michael Käppi | 29 December 2024 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
Explore the future of content creation in our latest podcast: where AI meets immersion, and digital experiences redefine storytelling, education, and engagement.
0AI Frontiers: Trends and challenges for 2025 and beyond
by Michael Käppi | 27 December 2024 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
In this episode of Pod Chronicles, we explore the trends and ethical considerations redefining the world of AI and GenAI. Tune in for a deep dive into innovation, creativity, and responsibility.
0Stimulus – Redefining creativity with AI-driven inspiration
by Michael Käppi | 26 December 2024 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
Stimulus is where exploration and experimentation meet, driving unexpected creative results. It’s a journey into the uncharted territories of Generative AI, where the focus isn’t on perfection but on the thrill of discovery. From crafting abstract visuals to composing AI-generated soundscapes, every project featured on Stimulus.se is a testament to how technology can amplify imagination and creativity in unprecedented ways.
0Storytelling in the age of AI
by Michael Käppi | 25 December 2024 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
AI is reshaping storytelling, creating boundless opportunities for immersive communication and adaptive content. Learn how creativity and technology converge to captivate audiences in a competitive media world.
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Mental Model Score: From user context to UX insight

Measure your mind’s digital defense

The digital dance – Reclaiming our minds

The next frontier of UX/UI: Where AI meets human-centered design

Analysis Paralysis in the AI age

AI-First Design Framework: A new paradigm

Immersive content: AI, personalization & the Metaverse

AI Frontiers: Trends and challenges for 2025 and beyond

Stimulus – Redefining creativity with AI-driven inspiration

Storytelling in the age of AI

The future of music: A 10-year outlook

Reviving the retro – Evaluating GenAI Image tools

Legends of the Enchanted Wilds

Sugar Hippie Rush

Creativity as the Product – Addressing the GenAI dilution dilemma

Working with GenAI – The real big shift is cognitive


ArtPopies – Beyond the cosmic veil

FunQmatic – All Access Denied

Derailed Ingrid – Humpty Bumbty

Luminous Hermetica – Tarot card deck

Vinyl record cover for Dan Dark – Dark Avenger

The Northern Link – An Elof tale

The Fisheries Agency – An Elof tale

Peder Pans Summer Movie Festival 2024

Mythic Engraved Hybridism

LoWibe – In the echo chamber

SinSister – Beneath the surface
