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Latest Articles

Making the Invisible, Visible: 6 Months of Diving Deeper into AI

  • AI Agents, Artificial Intelligence, Product Design, Psychology and Human Behavior

Learn why shipping AI features is the easy part and what it takes to get people to trust them.

Article by Anina Botha
IDEAS IN BRIEF
Making the Invisible, Visible: 6 Months of Diving Deeper into AI
  • The piece states that building AI features is easy. But building them on purpose, turning invisible human behaviors like trust and bias into deliberate design choices, is where the work lives.
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4 min read

Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 2: The Solution

  • Behavioral Design, Game Design, Gamification Series, Player Engagement, Product Design, User Psychology, UX Design

Find out why slapping badges and points into your app doesn’t work and what six principles from real game design actually drive long-term engagement.

Article by Montgomery Singman
IDEAS IN BRIEF
Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 2: The Solution
  • The piece argues that gamification fails when game aesthetics are borrowed, but game logic is not. Real game designers use six principles to bring real engagement: authentic mastery, meaningful choice, flow-calibrated challenge, rewarded exploration, self-expressed identity, and real social interdependence. The fix isn’t more mechanics; it’s making the experience itself worth repeating.
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5 min read

The Spiral Climbs: Ideas Are Expensive, Systems Are Cheap

  • Agile and Iterative Process, AI Orchestration, Artificial Intelligence, Design Systems, Design Thinking, DesignOPS, Product Design, Product Management, UX Design, UX Tools

Learn how one product designer built a faster, sharper workflow where AI does the scaffolding, judgment owns the outcome, and nothing ships without a traceable why.

Article by Pavel Bukengolts
IDEAS IN BRIEF
The Spiral Climbs: Ideas Are Expensive, Systems Are Cheap
  • The piece explores that design is no longer about designing screens but owning systems, bets, and outcomes. But the core judgment, empathy, and research are irreplaceable. I chain Miro, Figma, VS Code, GitHub, and Jira into one traceable loop from idea to learning. AI takes on the exploration and scaffolding. People own architecture, security, and accountability. A 48-hour operating cadence of small, measurable bets, linked artifacts, and documented decisions keeps speed honest.
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6 min read

Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 1: The Problem

  • Behavioral Design, Game Design, Gamification Series, Player Engagement, Product Design, Psychology and Human Behavior, User Psychology, UX Design

Discover why the points, badges, and streaks in your favorite apps aren’t really gamification.

Article by Montgomery Singman
IDEAS IN BRIEF
Gamification 2.0. Beyond Points and Badges: Designing for Players, Not Metrics. Chapter 1: The Problem
  • The piece claims that most apps misuse gamification, copying superficial mechanics like points and badges that trick rather than motivate people, and that the experience itself is what truly drives engagement, just like good games do.
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4 min read

AI Fails Silently: A Systems Perspective on AI Reliability

  • Artificial Intelligence, Machine Learning, Software Development

Learn how your AI system can be failing silently while all dashboards are green and what it takes to actually see it.

Article by Kwansah Madani
IDEAS IN BRIEF
AI Fails Silently: A Systems Perspective on AI Reliability
  • The article argues that AI systems don’t fail catastrophically, but rather degrade quietly, meaning that normal tools for detecting failure will miss the problem, and engineers need to rethink how they monitor system health from the ground up.
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5 min read
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