Workflow Bias Traps: Patterns That Slip Past Review
Here's the thing about workflow bias: it doesn't announce itself. Nobody ships a process that says "this step favors people who type fast" or "this ap...
13 articles in this category
Here's the thing about workflow bias: it doesn't announce itself. Nobody ships a process that says "this step favors people who type fast" or "this ap...
Bias interruption frameworks are everywhere. From Google's unconscious bias training to the structured checklists used by hiring committees, these too...
Bias isn't something other people have. It's the default. Your brain takes shortcuts — it has to, there's too much information. But those shortcuts, c...
So you've heard about bias interruption frameworks. Maybe your HR team wants to roll one out. Maybe you're a product manager trying to stop algorithmi...
We all think we're fair. But decades of cognitive science say otherwise: our brains take shortcuts, and those shortcuts turn into biased decisions—in ...
You've seen the headlines. Bias audits. Red teams. Pre-mortems. Another consultant with a slide deck promising to 'fix' your hiring pipeline. But here...
You've seen the slide deck: a neat flowchart or a checklist titled 'Bias Interruption.' The promise is simple—catch your blind spots before they turn ...
Bias interruption frameworks are everywhere. Google's Re:Work checklist. The Blindspot curriculum. Dozens of LinkedIn-optimized infographics promising...
I've watched units spend months on unconscious bias training—only to see hiring diversity flatline. The snag isn't awareness; it's that awareness alon...
It starts with good intentions. A company adopts a structured hiring rubric to 'remove bias.' Managers check boxes, score candidates, and move on. But...
Here is a scene. A mid-size hospital group spent six months rolling out bias interruption checklists for emergency triage. Nurses were taught to refra...
So you rolled out a bias interruption framework. Maybe it was a structured hiring rubric. Maybe a blind resume review. Maybe a 'red group' to flag ass...
You design a bias interruption framework to catch the hidden skew in your hiring pipeline. You test it. It works. Then someone points out that your fr...