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Living Intelligence: The Convergence of AI and Biotechnology
When most people think of artificial intelligence, they picture algorithms, large language models, and robotic automation. But there's another frontier quietly emerging—one that blends technology and biology to create something entirely new: Living Intelligence. It's a concept that sounds like science fiction, yet it's becoming more real by the day. And before we go any further, it's important to understand this: Living Intelligence isn't about replacing biology with machines

Michael Paulyn
Aug 203 min read


Knowledge Engineering: Redefining Expert Decision-Making Through AI
Knowledge engineering is a specialized branch of artificial intelligence (AI) that focuses on replicating the decision-making processes of human experts. By creating rules and models that apply to data, knowledge engineering enables systems to imitate human reasoning, diagnose problems, and propose solutions. As AI evolves, knowledge engineering has shifted from mimicking human logic to developing models capable of achieving results rivaling or surpassing human experts. This

Michael Paulyn
Jul 94 min read


The Rise of Agentic AI: Transforming Business Operations
AI has come a long way from being a passive tool that simply follows predefined commands. The emergence of agentic AI is shifting the paradigm, enabling AI systems to act autonomously, learn dynamically, and make decisions without constant human intervention. This evolution isn’t just another incremental improvement—it’s a fundamental shift in how businesses will operate in the near future. Before diving in, let’s clarify what agentic AI actually means. Unlike traditional AI,

Michael Paulyn
Jun 254 min read


You’re Not Losing Deals In The Room, You’re Losing Them Between Conversations (And You Don’t Hear It Happen)
You walk out of the call thinking things are moving in the right direction, because the conversation felt clean, the product made sense, and no one pushed back in a way that raised concern. The AI sounded strong, the flow held together, and the signals you look for during a conversation were all there in some form. Then time passes, and instead of building forward, the next interaction feels like it picked up somewhere slightly off, even though nothing obvious went wrong in t

Michael Paulyn
May 283 min read
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