Research and more

As we stand at the crossroads of design and artificial intelligence, the way we approach technology is rapidly evolving. Traditional design principles are being redefined to accommodate systems that anticipate, adapt, and even empathize with user needs.

This shift challenges us to rethink what “good design” means in a world increasingly shaped by AI.

Tools/Platforms vs Devices


One recurring theme in the research is the distinction between tools, platforms, and devices. Each plays a distinct role in how users interact with technology, and understanding these roles can inform the design of next-generation systems.


Tools: Serve specific purposes and are often extensions of human capability (e.g., Google Docs, Arc Browser).

Platforms: Enable ecosystems and collaboration, offering a base for diverse applications (e.g., Figma, Perplexity).

Devices: Act as the medium for interaction, ranging from general-purpose hardware (smartphones) to specialized wearables (Meta Ray-Ban, Humane AI Pin).


The integration of tools and platforms into devices should prioritize reducing cognitive load while enhancing functionality, but the line between these is blurring.

AI is Changing, by the day

The Core of Good Design: From Rams to AI Ethics


AI systems (I don't like this word anymore) are reshaping how we engage with technology, making devices more intuitive and predictive, yet raising critical questions about autonomy and ethics.