Notes on AI
Notes on design, AI, type and the business of all three. Written by me, for designers who work with machines.
AI in Maritime Navigation and User Experience
Key Points Research suggests AI and machine learning can improve maritime navigation by optimizing routes and aiding rerouting, potentially enhancing safety and efficiency. It seems likely that user experience benefits…Training a Machine Learning Model for UX Design
[latexpage] User experience (UX) design plays a critical role in the development of digital interfaces, where human-computer interaction (HCI) is optimized for efficiency, accessibility, and user satisfaction. In this study,…The Future of AI Isn’t General-Purpose Models—It’s Hyper-Specialized Tools That Actually Work
The AI landscape is evolving at breakneck speed. Every day, new models like ChatGPT, DeepSeek, or Claude make headlines, promising to revolutionize industries with their vast knowledge and conversational prowess.…Co-Design and AI: Revolutionizing the Future of Design Behavior
Imagine a world where design is no longer limited by tools, technical expertise, or siloed teams—a world where collaboration thrives, creativity knows no bounds, and every idea has the potential…Transformative Advances in AI Reasoning: Charting the Path to Intelligent Systems
The field of artificial intelligence (AI) has made significant strides in recent years, evolving from simple pattern recognition systems to complex models capable of performing intricate reasoning tasks. This paper…Generative Design for UX and UI Innovation: A Computational Approach to Enhanced User-Centered Interfaces
Generative design is redefining the landscape of User Experience (UX) and User Interface (UI) design, bringing computational methods to the forefront of creative and functional interface development. Moving beyond traditional…Back to the Future: Combining Retro Aesthetics with AI for Unique Brand Impact
The pursuit of innovation often dominates strategic discussions. However, a counterintuitive trend is gaining traction: the deliberate revival of "outdated" design elements and advertising techniques. This trend is more than…What is a Design System?
A design system is a comprehensive collection of reusable components, guidelines, standards, and principles that dictate how to create, manage, and scale a cohesive visual and functional experience across digital…Rethinking Professional Evolution: The Importance of Reflecting on the ‘Why’ of Career Growth
Individuals are told that they must continuously learn new skills, take on additional responsibilities, and climb the corporate ladder if they wish to remain relevant and fulfilled in their careers.…Understanding Generative AI and Its Multifaceted Applications in Daily Life
Generative Artificial Intelligence (AI) represents a profound advancement in the field of artificial intelligence, characterized by its ability to generate new, original content across various domains, including text, images, music,…Enhancing Brand Awareness Through Predictive Analysis and AI
Brand awareness, the extent to which consumers are familiar with a brand and its products, is critical for customer acquisition and retention. Traditional marketing strategies often fall short in the…Healing Through Art and AI: Innovative Approaches to Mental Health
Over the past six months, I have dedicated extensive research to exploring the intersection of artificial intelligence (AI), art, and mental health. The synergy between these fields presents innovative solutions…
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