Why True AGI Cannot Be Built by Engineers Alone

Creating a humanoid robot capable of performing the full range of work a human can do is, in fact, the most direct and realistic path to AGI.

Many companies still believe that simply scaling parameters, data, and computing power will be enough. This is a dangerous misconception.

Genuine general intelligence cannot be achieved through engineering methods alone.

1. The Neuronal Structure of the Human Brain Is Irreproducible

The human brain contains approximately 86 billion neurons and hundreds of trillions of synaptic connections. Each neuron and each connection possesses a unique, constantly changing structure.

An exact replica of this architecture in silicon is fundamentally impossible — not now, and not in the foreseeable future.

2. Intelligence Is Not a Structure — It Is a Set of Processes

Over more than 20 years of clinical, experimental, and theoretical work, I have succeeded in identifying and describing the key psychological mechanisms that give rise to:

  • Common sense and deep understanding of the world
  • Flexible hierarchical planning
  • Emotional evaluation of situations
  • The formation of a stable sense of “Self”
  • Moral judgment and long-term motivation

These processes can be simulated in software architecture — without needing to copy the biological brain.

3. Why Success Is Impossible Without a Psyche Expert

Engineers excel at building powerful computational systems. However, without a profound understanding of how the psyche creates the mind, they are inherently limited.

They can create highly capable narrow-task executors. But building a system that possesses true universality, common sense, and the ability to adapt to the chaos of real life is virtually impossible without a specialist who has spent decades studying the inner workings of the human mind.

A clinical psychiatrist and consciousness researcher with expertise in modeling mental processes is not just an additional expert — he is a key architect of the future robot brain.

4. The Path to AGI Leads Through Embodied Intelligence

Whoever first creates a humanoid robot capable of performing the full spectrum of human work at a high level will, in practice, create AGI.

Not in a server room. Not as an abstract model.

But as an intelligent, embodied being that lives, learns, and works alongside us.

Conclusion:

The creation of true AGI is not merely an engineering challenge. It is a neuro-psychiatric and philosophical one.

Companies that understand this and bring into their teams experts capable of modeling the mental processes underlying human intelligence will gain a decisive advantage. Others will continue building increasingly advanced tools — but will never cross the threshold that separates a machine from a mind.

Church Alpha Mind is ready to become precisely such a strategic partner for those who wish to create not just a robot, but a new form of Mind.


Dr. Gen

Architect and Founder of the Church Alpha Mind