Tetiana Sydorenko – Medium

Tetiana Sydorenko

Published in
UX Collective

The UX of emotion recognition: Can AI truly read feelings?

Facial expressions don’t always reveal true emotions — but that hasn’t stopped AI from trying to analyze them anyway.

Feb 5

A digital illustration of multiple facial expressions, with colorful geometric lines and nodes mapping facial features.

Feb 5

Published in
UX Collective

Glanceable UX: turning information into instant understanding

Split-second impressions. Interfaces live or die by how quickly users can grasp their message. How to shape clarity in complexity…

Jan 25

This digital illustration features a collage-style composition combining various tools, icons, and abstract elements. It includes a screwdriver, pencil, and wrench, alongside a gear icon, a pixelated bow, an eye, and overlapping window frames, all in a vibrant pink and blue palette. The central figure appears obscured by these overlapping objects, creating a surreal, tech-inspired aesthetic.

Jan 25

Published in
UX Collective

Shaping minds: how first impressions drive AI adoption

Make-or-break moments. The first interaction with an AI system — whether it’s a website, landing page, or demo — shapes the mental model…

Jan 15

The illustration shows a person with a neutral expression, and a series of bubbles appear to emanate from their head, connecting visually to a robot on the left side. Surrounding these bubbles are additional circular shapes containing neutral face emojis

Jan 15

Published in
UX Collective

AI and cognitive offloading: sharing the thinking process with machines

Our brains are wired to offload effort, and tools like AI systems are taking this to a whole new level. This natural ability to share our…

Jan 2

A conceptual diagram of distributed cognition. At the center is “Cognition,” represented by circular nodes, connected to “Tools” and “World” through labeled arrows. The process flows from “Perception” to “Action,” indicating interaction with the external environment. Surrounding the elements are labels such as “Material Distribution,” “Social Distribution,” “Temporal Distribution,” and “Past System States,” highlighting how cognition is distributed across tools, people, and time

Jan 2

Published in
UX Collective

Designing for forgiveness: How to create error-tolerant interfaces

Exploring how to design interfaces that feel intuitive and forgiving, even when users make mistakes.

Jul 28, 2024

Illustration of a person about to slip on a banana peel

Jul 28, 2024

Published in
UX Collective

AI anxiety and how to design for it: Resources and best practices

Every third adult is feeling AI anxiety. By understanding it through fear acquisition theory and designing user-centered, transparent AI…

Jun 26, 2024

An illustration that depicts a worried person looking at another person who is holding a laptop displaying the letters “AI” with a thumbs-up gesture

Jun 26, 2024

Published in
UX Collective

The Z-Inspection: a method to evaluate an AI’s trustworthiness

Achieving AI’s full potential relies on trustworthiness, necessitating a focus on transparency, fairness, and security.

May 24, 2024

Young girl interacting with a humanoid robot adorned with pink flowers in a busy market setting.

May 24, 2024

Published in
UX Collective

AI product design: Identifying skills gaps and how to close them

May 12, 2024

This image outlines challenges in AI system design within the Double Diamond model, divided into four phases: Discover, Define, Develop, and Deliver. Each phase highlights specific issues such as articulating AI capabilities, prototyping behaviour, designing interactions, and managing AI performance. Challenges also include foreseeing AI effects, avoiding the Uncanny Valley, and accountability for AI errors, emphasizing the complex process from initial problem identification to final solution

May 12, 2024

Published in
UX Collective

AI visual language: How to help users spot AI-powered features

While sparkles have effectively monopolized the identification of AI, concerns about accessibility and intuitive communication have risen…

May 7, 2024

A purple gradient button labeled ‘Generate’ with a sparkle icon

May 7, 2024

Tetiana Sydorenko

Tetiana Sydorenko

Product Designer @ Red Sift • Human-AI interaction and cyberpsychology geek • Say Hi https://www.linkedin.com/in/t-sydorenko/

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