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The Purpose - Rebuilding AI (2025 & Beyond)
Project type
AI System-2 Architecture
Role
Lead AI/ML Architect
Commercialised Value
$400 million
Industry
GenAI Technology
I remain a dreamer, a futurist, and a technologist. The best definition of success... is the progressive realisation of a worthy goal.
The most important lesson I’ve learned is that clarity and transparency are the foundation of meaningful work. My new mission is to bring order to chaos, ensuring that every aspect of my family, business, and technology, is aligned with a clear purpose.
I now embrace communication as the pillar of success, taking my mentor's advice to heart: "Communicate, communicate, and communicate." Before I can change the world, I must first change myself. And so, my journey continues, stronger, wiser, and more determined than ever.
This isn't a typical proposal but a new way to communicate within a ASI-assisted structure, demonstrating the potential of applying this method to architectural and design systems. Too often, engineers build systems simply because they are instructed to do so by those who may not fully appreciate their potential. As a result, many projects fail to deliver meaningful value, leading to frequent changes or abandonment. A connected AI neural network could speed up what typically common system we designed in the past, so this will give us time for solving complex problems.
To move forward, we must stop creating purposeless machine programs and instead focus on building systems that drive real impact. I have the right approach to achieve this, offering not only expertise in managing engineers and delivering initiatives but also the ability to transform how any organization culture evolves in the future.





