Human Judgement in the Age of AI
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.
At Orange Gate Labs, we help capable people stay capable in the age of AI.
Why AI Feels Smarter Than It Is.
AI generates answers faster than humans can evaluate them.
In fast-moving environments like this, people rarely verify information carefully. Instead, we rely on signals to judge credibility, things like fluent language, confident tone, clear explanations, and social cues.
Conversational AI produces these signals extremely well. Because it speaks our language and follows our social norms, we instinctively respond to it as if it were human and project intelligence and intent onto what it says.
This combination—speed plus persuasive signals—can make AI feel more capable and trustworthy than it actually is. It shapes how we critically evaluate what AI tells us.
This dynamic is one of the defining challenge for human judgement in the age of AI.
At Orange Gate Labs, we study how humans judge AI systems and translate insights into practical tools.
Our work focuses on three areas:
Speaking
Talks on human judgement in the age of AI. Helping audiences understand why AI feels smarter than it is, and how to work with it without outsourcing their judgement.
Research
Studying how anthropomorphic and credibility signals shape human judgement of conversational AI. Identifying the cues that influence how people interpret AI outputs and decide what to trust.
Tools & Experiments
Projects that help people recognize when AI feels convincing and why. Practical ways to recognize when AI feels convincing and when human judgement matters most.
AI Accidents
Stories of Machine Mischief, Human Confusion, and Unexpected Delight.
Fluent language can make AI errors surprisingly persuasive.
The AI Accidents Rogues’ Gallery features real examples of how conversational AI can mislead, confuse, or quietly reshape our thinking.
Each case is a small lesson in how humans judge AI.
Let’s Talk.
AI is evolving quickly, and understanding how humans work with these systems is becoming increasingly important.
If you’re interested in speaking, collaboration, or exploring how people interact with AI, we’d love to hear from you.