AI systems generate convincing answers faster than humans can evaluate them.
The risk isn’t only that AI is wrong.
The risk is that we misjudge its credibility and outsource our judgement to it.
Orange Gate Labs helps capable people stay capable in the age of AI.
Human Judgement in the Age of AI
Why AI Feels Smarter Than It Is
Humans judge credibility using signals like fluent language and confident tone. My research is about understanding how these signals, combined with anthropomorphic cues like sociality
Conversational AI produces these signals extremely well. Because it speaks our language, follows our social norms, and can sound like a friend, we instinctively respond to them as humans. We project human-like intentions and intelligence on them and what they say.
This dynamic is what I call the Believability Effect.
Why It Matters
Overtrust
People trust AI outputs more than the system’s capabilities justify.
Signals can be designed.
These credibility and social cues are not accidental. They can be designed, amplified, or reduced by the system.
Outsourced Thinking
When AI feels authoritative, humans stop evaluating the what it says.
What We Do
Orange Gate Labs explores how humans judge the credibility of AI systems in real-world decisions.
Through research, talks, and practical tools we help people:
understand how conversational AI influences human judgement
recognize credibility signals and believability cues
avoid overtrust and automation bias
use AI as a thinking partner, not a thinking replacement, and stay smart
Explore Our Work
AI Accidents Gallery
Real-world examples of misplaced trust in AI systems.
Field Notes on AI
Short essays on human judgement, AI credibility and our relationship with conversational AI,
Talks & Workshops
Interactive discussions about using AI wisely in work and life.
About Janneke Ritchie
With decades of experience in the tech space, I now focus on the most critical skill for the next decade: Human Judgement.
My work focuses on conversational AI, where language, fluency, and social cues shape how intelligent a system appears, and how likely we are to believe what it says.
Through research, talks, and tools, I help people understand how to use AI without outsourcing their judgment.
The most important skill in the age of AI isn’t prompting.
It’s judgement.