From the Bing Bang Singularity to AI Singularity: World Knowledge and Intelligence Platform
All our worldline could be traced out from the cosmological singularity to the technology singularity, promising the Big Bang-like intelligence explosion.
In cosmology, the gravitational/space-time singularity have existed before the Big Bang? where the compression of mass is infinite density and zero volume, space-time curves infinitely, gravity is infinite, and the?laws of physics?cease to function. It is and thought to have contained all the?energy?and?spacetime?of the?Universe, where the initial singularity is part of the?Planck epoch, the earliest period of time in the history of our universe.
In technology, AI transcending human intelligence leads to the singularity. The AI singularity is when technology growth is out of control and irreversible, and when the hyperintelligent technologies will radically and unpredictably transform our reality.
Significant innovations in science and technology, AI and ML, nanotechnology,?robotics, the IoT and quantum computing?will lay the foundation for the singularity AI.
The Age of Techno-Singularity
The 21st century is making the most important century in the history of our existence due to the Technological Singularity by the agency of hyperintelligent systems or?Trans-AI .
There are some concepts having an existential value for human?beings. One of them is the technological singularity when?"technological growth becomes uncontrollable and irreversible, resulting in unforeseeable changes to human civilization".
Its origin is attributed to von Neuman, popularized by V. Vinge and R. Kurzweil.
Many known technologists and academics have disputed the plausibility of TS, while others predicted human extinction due to it,?like Hawking and Musk,
It is that "success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last, unless we learn how to avoid the risks."
Hawking suggested that AI should be taken more seriously and that people are not prepared for the TS "black swan", comparing with which other?"black swan" events are just nothing.
Regardless its scale and scope, the concept is lacking a deep metaphysical study and mathematical analysis. It seems?Nicolas de Condorcet?was the first and last philosopher and mathematician who studied an intelligence explosion and its effects on humanity [Sketch for a Historical Picture of the Progress of the Human Mind, 1795].?
From broad metaphysical, mathematical and engineering perspectives, the TS?is the socio-technological-civilization?bifurcation point when machine intelligence becomes hyperintelligent undergoing a hyperbolic growth. It is when an intelligence quantity I (t) grows towards a singularity under a finite variation (a "finite-time singularity").
How to build Real Al Superintelligence
RAIS is innovated as a machine/robotic/computing/technological hyperintelligence depending on its power, ability and capacity to detect, identify, interpret, process, register, compute and manipulate all the key variables from any complex environments to effectively interact with the world.
Embracing model-based and symbolic AI, probabilistic and statistical machine learning, real/true AI is to model and simulate reality and causality, rather than mimicking human intelligence,?thereby threatening worth of human intelligence, seeking to replace the human mind/brain as such.
The basic mechanism of hyperintelligent AI is the World (Knowledge and learning inference and Intelligence) Model Platform, following the development architecture.
领英推荐
Real Al Superintelligence = Hyperintelligent AI = AI: World Model Platform + Symbolic AI + ML/DL/ANNs + NLP/NLU (LLMs +?ChatGPT )
All the possible methods, models and techniques of AI, as pictured on the Gartner Hype Cycle for AI 2022, with data-driven logical and statistical learning AI/ML/DL/NLU models, are integrated with the RAI’s model of the world.
First and foremost, it is necessary to build the World Knowledge and Intelligence Platform (WKIP) for AI/ML/DL, as an "automated [human-robotic] hyperintelligence platform".?????
The WKIP Project is the driving engine of?global interactive Human-AI (IAI) Program .
It combines the internet content and web data, information and knowledge with world data models and causal networks and inference rules providing a universal intelligent interface for machines and people to make decisions and predictions or discover new data, information and knowledge.
It will involve automated extracting and structuring structured data (knowledge/intelligence) from low-structured sources, using the world knowledge models and causal rules.
The WKIP Platform is to integrate into an interactive Human-AI Hyperintelligence advanced data/information silos digital technologies, services and products, processes and platforms:
To estimate the value of the project, I refer to IBM, which estimates that poor quality WDI is costing companies over $3 trillion?in revenue each year.
Its scale and scope are too challenging for private investors or for government subsidies.
Among the prospective investors of the Hyper-Intelligent AI systems could be the following soft and hard superpowers and tech giants: