What Does It Take to Build an AI a Man Will Trust at 11pm? The making of mrkos.ai and what silence taught us about designing for the hardest conversations.
by Sandeep Bhuiya | at Minnebar20
"Men Don't Need Better Listeners. They Need to Start Talking."
There are 17 veterans dying by suicide every day in America. Most of them never told anyone they were struggling.
We're not building a better therapy app. We're not building a journaling tool. We're not building another wellness chatbot with a calming color palette.
We're building an upstream intervention an AI that meets men in the silence before the crisis, and asks the question that cracks it open.
mrkos.ai is a bet that the hardest problem in conversational AI isn't sentiment analysis or context windows. It's this: how do you build something a man who doesn't want to talk will actually talk to?
This session is the honest answer. The philosophy behind it. The psychology inside it. The engineering decisions that kept us up at night. And what 571 questions taught us about what men actually need to hear. Live demo. Real conversation. Bring your skepticism.
Sandeep Bhuiya
Presenting this session is Sandeep Bhuiya, Lead AI Engineer at Ride The Next Wave the engineer behind the machine asking the questions you didn't know you needed to hear. With an MS in Data Science from the University of Minnesota and a track record of shipping real systems (LLM fine-tuning, forecasting pipelines, autonomous agents), Sandeep builds at the intersection of frontier AI and products that actually matter.
In this session, we'll show you what happens when you build AI around a human problem most technology ignores: male silence. We'll talk about the architecture of trust, the philosophy baked into the model, and what it actually takes to build something a man will open up to at 11pm. Come ready to think differently about what AI can hold and who it can reach.
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