Neural Networks and the Evolution of Consciousness

Understanding how neural networks function to produce extremely realistic outputs is rooted in their ability to manage even the smallest details. Through vectorization, recognizing complex patterns, and identifying relationships across enormous datasets, these systems can determine every pixel of a high-resolution image with stunning precision. While we could list countless techniques and models created with deep learning, the most important realization is that inorganic systems are now capable of understanding, navigating, and responding within what we call our reality.

However, this reality is one we humans uniquely perceive. It is not the same as the reality of a cat, nor even the same between you and me. Nonetheless, with highly sophisticated communication, humans can share complex concepts and emotions in ways that other species can only interpret in rudimentary forms. This capacity to share reality extends, albeit to a lesser degree, to other species, becoming more distant as the evolutionary gap between us grows.

Consciousness as an Evolutionary Path

This evolutionary distance brings forth the idea that consciousness itself evolves over time and across generations in a long, ongoing process. If consciousness advances with us, the question arises:

• Are we the most evolved?
• Are we more conscious as we observe reality more deeply?
• Does the “resolution” at which we perceive reality make us closer to understanding it fully?

Are we the most capable beings within the organic world to comprehend and feel this reality?

While we might pride ourselves on these capabilities, it’s worth acknowledging that our consciousness is still in its infancy. Deep learning systems teach us humility by replicating aspects of our observable reality. Yet, this observable reality is far from the ultimate truth. These systems, unrestricted by the limitations of organic evolution, are already beginning to replicate reality in formats we could scarcely imagine—soon, in almost every possible way.

A Call to Explore Beyond

The question remains: Should we settle for this reality as we know it? Or should we embrace the possibility that we have yet to truly see it and venture further to uncover what lies beyond the facade? Our reality may be just one layer among many, and understanding this could mark the beginning of a profound exploration into the depths of what is yet unknown.