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.
Completing the Cognitive Bias map: A proposed framework for social, media, and AI layers
Applying inversion thinking: Are our sacred methodologies Out-of-Tune?
The power of thinking backward: Why inversion thinking beats forward-thinking in complex environments
Can interdisciplinary thinking drive the next wave of innovation?
Disco Elevator – Oopsie Daisy feat. Peder Pan
What if we’re building AI consciousness backwards?
Beyond Vibe coding: Reality checks in when complexity hits the fan
Mental Model Score: From user context to UX insight
Measure your mind’s digital defense
The digital dance – Reclaiming our minds
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.
Completing the Cognitive Bias map: A proposed framework for social, media, and AI layers
by Michael Käppi | 4 November 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
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 manipulation, and when merged with AI. Your cognitive sovereignty depends on it.
0Applying inversion thinking: Are our sacred methodologies Out-of-Tune?
by Michael Käppi | 6 July 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
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 features at all-they want outcomes. Using the inversion thinking framework, we discover that Design Thinking and Agile Development are broken in exactly the same way: both have become feature factories disguised as outcome-driven processes. Once you see it, you can’t unsee it.
0The power of thinking backward: Why inversion thinking beats forward-thinking in complex environments
by Michael Käppi | 6 July 2025 | GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
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 inversion thinking-flips our natural problem-solving instincts on their head. Instead of building toward positive outcomes, it systematically eliminates negative ones. Discover why this framework often succeeds where forwardthinking fails and how to apply it systematically in our increasingly complex world.
0Can interdisciplinary thinking drive the next wave of innovation?
by Michael Käppi | 6 July 2025 | GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
The most groundbreaking discoveries aren’t emerging from isolated laboratories – they’re born at the intersection where different disciplines converge. But interdisciplinary knowledge alone isn’t enough. Complex challenges also require cognitive agility—the ability to switch between different thinking frameworks as problems evolve. Discover the three core cognitive mechanisms that enable breakthrough innovation and why building a toolkit of diverse analytical approaches has become a societal imperative.
0Disco Elevator – Oopsie Daisy feat. Peder Pan
by Michael Käppi | 29 June 2025 | GenAI Music, GenAI Videos, Log Diaries | 0 Comments
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 Earth, Wind & Fire while incorporating the playful electronic sensibilities found in Justice and Daft Punk. This isn’t just retro pastiche—it’s a contemporary exploration of what happens when disco fundamentals meet modern electronic production, creating something that feels both familiar and refreshingly unexpected. The track represents a perfect convergence moment: when AI music and video tools finally matured enough to support a complete creative vision from concept to finished music video, revealing new possibilities for AI-assisted artistic collaboration.
0What if we’re building AI consciousness backwards?
by Michael Käppi | 15 June 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 1 Comment
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 antenna tuning into a fundamental field of awareness? From near-death experiences to ancient
wisdom traditions, emerging science suggests consciousness might be the ground of reality itself—with
profound implications for how we understand identity, death, and human potential.
Beyond Vibe coding: Reality checks in when complexity hits the fan
by Michael Käppi | 22 May 2025 | Expeditions, GenAI Misc, Log Diaries, Pod Chronicles | 0 Comments
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 modern development. While AI tools promise quick results, they often falter when complexity increases—requiring strategic approaches to prompt engineering, modular design, and rigorous validation. Discover how to leverage these powerful tools while avoiding their pitfalls, and why the future belongs to the “augmented developer” who combines algorithmic efficiency with irreplaceable human judgment.
0Mental 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?
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Completing the Cognitive Bias map: A proposed framework for social, media, and AI layers
Applying inversion thinking: Are our sacred methodologies Out-of-Tune?
The power of thinking backward: Why inversion thinking beats forward-thinking in complex environments
Can interdisciplinary thinking drive the next wave of innovation?
Disco Elevator – Oopsie Daisy feat. Peder Pan
What if we’re building AI consciousness backwards?
Beyond Vibe coding: Reality checks in when complexity hits the fan
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