The Bicycle and the Algorithm: Amber Case on Why AI Has It Backwards
Cyborg anthropologist Amber Case argues that the technology industry's pursuit of 'invisible' design is fundamentally flawed and potentially dangerous. She uses the metaphor of a bicycle to illustrate that effective technology should dissolve into user activity through direct, responsive feedback rather than disappearing entirely. Case contends that current AI and voice assistant interfaces fail this standard by creating cognitive gaps and forcing users to consciously manage system dependencies.
- ▪Amber Case, a cyborg anthropologist and founder of the Calm Tech Institute, rejects the industry mantra that the best technology is invisible.
- ▪Case argues that a bicycle serves as the ideal design model because it provides continuous physical feedback that allows the tool to dissolve into the activity of riding.
- ▪Current voice assistant interactions are criticized for requiring users to stop their activities and wait for system acknowledgment, which prevents the technology from dissolving into the user's experience.
- ▪The Calm Tech Institute, founded by Case in 2024, certifies products that adhere to principles of low-distraction and peripheral design.
- ▪Case believes that most current technological progress represents a retreat from the goal of creating interfaces that respect human attention and provide legible, immediate feedback.
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| Original publisher | DesignWhine |
| Canonical URL | https://www.designwhine.com/amber-case-interview-why-ai-has-it-backwards/ |
| Publication time | Thu, 17 Sep 2026 16:53:23 +0000 |
| Retrieval time | 2026-09-17T16:53:44.596Z |
| Last seen | 2026-09-17T16:53:44.596Z |
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Opening excerpt (first ~120 words) tap to expand
There is a word Amber Case refuses to use. It appears constantly in the vocabulary of technology design right now, on conference slides and in product briefs and in the manifestos of well-meaning startups. The word is “invisible.” As in: the best technology is the technology you cannot see. Case, who has spent the better part of two decades studying the relationship between humans and machines as a cyborg anthropologist, finds the premise not just wrong but actively dangerous. Her TED talk “We Are All Cyborgs Now” has been watched over a million times. Her book Calm Technology – a framework for building interfaces that inform peripherally without competing for focal attention – formalized a framework for designing interfaces that respect human attention rather than compete for it.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at DesignWhine.
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