Big tech AI is anything but AI: building true, real and universal AI (TRUAI)
Everything and Anything is a Thing in the World of Realities. Don't Model the Mind; Model the World...
Reality is created by the mind, we can change our reality by changing our mind. Plato
The key message is:
today's large-scale AI models and systems, owned by big tech companies, are anything but AI, and must be disrupted by real machine intelligence and learning.
“Can machines think?” is the classical question from the classical Turing's article COMPUTING MACHINERY AND INTELLIGENCE. No digital computer can "think" in its machine ways without its world modeling learning and intelligence and interaction engine, and the goal of AI is NOT "to enable machines to mimic human thoughts and behaviors, including learning, reasoning, predicting, and so on".
AI must be the world-reality-universe-truth-science-grounded construct, to be true, real and universal AI (TRUAI), trademarked as Ontological AI?, which universe of intelligence is all possible realities, all modelled by the universal computing ontology of the world (Omniverse Ontology Platform?).
The OOP? is made up of several core components to structure the world (W), its all possible realities, R, and define all possible interrelationships or interactions (I) between all possible things (T) as entities (E), states (S), changes (C), allowing TRUAI systems to understand, organize, interpret, reason, decide, and interact with the world intelligently and effectively.
OOP? = W = <R; T; E, S, C, I> (1)
In the TRUAI's modelling the world, everything and anything is a thing in the world, whether it is entities, substances or objects, states, quantities or qualities, changes, events, or actions, relationships, associations, links or connections, you name it.
Thus the OOP? could virtually simulate all and everything, including the physical universe, the totality of physical things, with all fundamental interactions, space and time, and their contents, where hypernodes could be physical objects, states, events, or processes, and the hyperedges - the?fundamental interactions?or?fundamental forces, including four fundamental interactions known to exist: gravity; electromagnetism; weak interaction; strong interaction.
Introduction to Big Tech Fake AI
Big tech AI as a human intelligence faking technology is promising to enable "machines to simulate human intelligence and cognitive capabilities....to help make decisions, solve problems and perform tasks that are normally accomplished by humans".
As such it refers to "computer systems that are capable of performing tasks traditionally associated with human intelligence — such as making predictions, identifying objects, interpreting speech and generating natural language".
We give the fundamental reasons why "the forefront of AI technology and the best AI models in the world", like as xAI's Grok3, DeepSeek, GPT-4, OpenAI's ChatGPT, Google's Gemini, Claude, and the ilk, are anything but intelligent, being really overhyped fake/false/fraud (FFF) technologies unable to learn or infer, predict or explain, discover or make decisions and act autonomously and intelligently.
3FAI is everywhere while real and true universal AI is still nowhere; for TRUAI refers to the power of machines to model the world, understand its data and act intelligently...
To be specific, here the 3FAI Tools by Category
AI chips with parallel processing capabilities (graphics processing units (GPUs),?field programmable gate arrays (FPGAs) and?application-specific integrated circuits?(ASICs),Neural processing units (NPUs) NPUs ): Taiwan?Semiconductor?Manufacturing Corporation (TSMC), 90%, Nvidia
Cloud AI: Large Language Models (LLMs)
Edge AI systems?
AI Assistants (Chatbots): ChatGPT, Claude, Gemini, DeepSeek, Grok
Video Generation and Editing: Synthesia, Runway, Filmora, OpusClip
Notetakers and Meeting Assistants: Fathom, Nyota
Research: Deep Research
Writing: Rytr, Sudowrite
Grammar and Writing Improvement: Grammarly, Wordtune
Search Engines: Perplexity, ChatGPT search
Social Media Management: Vista Social, FeedHive
Image Generation: Midjourney, DALL·E 3
Graphic Design: Canva Magic Studio, Looka
App Builders & Coding: Bubble, Bolt, Lovable, Cursor, v0
Project Management: Asana, ClickUp
Scheduling: Reclaim, Clockwise
Customer Service: Tidio AI, Hiver
Recruitment: Textio, CVViZ
Knowledge Management: Notion AI Q&A, Guru
Email: Hubspot Email Writer, SaneBox, Shortwave
Presentations: Gamma, Presentations/ai
Resume Builders: Teal, Kickresume
Voice Generation: ElevenLabs, Murf
Music Generation: Suno, Udio
Marketing: AdCreative
Sales: Clay
Autonomous vehicles: Tesla
Humanoid AI Robotics
Building Real and True AI: the Omniverse AI Platform?
We advance, define, design and develop Ontological AI (Omniverse AI) as True, Real and Universal Intelligence (TRUAI) as a pro-human, sustainable and rational alternative to the human-competing FFF intelligence of AI, ML, DL, LLMs, Agentic AI, Physical AI, AGI, or ASI,
Its universe of discourse or intelligence (the domain of discourse, universal set or universe) is the whole world as the OMNIVERSE of realities, physical, mental, social, or virtual, with its fundamental things, entities, states, changes and interrelationships.
The method to build TRUAI as an onto-mathematical supercomputing information technology documented as "Engineering Superintelligence by 2025: AI for Everything and Everyone (AI4EE)" in:
WHITE PAPER | January 17, 2021 | EIS ENCYCLOPEDIC INTELLIGENCE SYSTEMS LTD
Besides, the innovation of True, Real, Universal or Ontological AI was published in 2021 in the Russian Ontological Design Journal (in English) titled as in:
The onto-mathematical information supercomputing systems has the necessary and sufficient means for general intelligence/superintelligence/hyperintelligence and rational interactions with the world. It embraces the physical symbol hypothesis: "A physical symbol system has the necessary and sufficient means for general intelligent action." and the OECD AI model:
"An AI system is a machine-based system that, for explicit or implicit objectives, infers, from the input it receives, how to generate outputs such as predictions, content, recommendations, or decisions that can influence physical or virtual environments".
The mathematical foundations of AI are essential for developing intelligent systems, but linear algebra, statistics, probability theory, optimization, calculus, or formal logic added with digital language data could hardly enable AI to really learn, predict, make decisions, etc.
The Omniverse Ontology Platform? (OOP?) of Hyperintelligent Information Systems
The TRUAI's universe of intelligence is the Omniverse Ontology Platform (OOP) encoded as the universal multi-hypergraph ontological networks of hypernode-things and hyperedge-interrelationships.
The OOP as universal computing ontology to?enable AI to model, understand,?define,?qualify, quantify,?or?simulate the world of realities as the omniverse of physical, biological, mental, social, digital or virtual realities, as multiverses and metaverses.
The OOP? is made up of several core components to structure the world (W), its all possible realities, R, and define all possible interrelationships or interactions (I) between all possible things (T) as entities (E), states (S), changes (C), allowing TRUAI systems to understand, organize, interpret, reason, decide, and interact with the world intelligently and effectively.
OOP? = W = <R; T; E, S, C, I> (1)
In the TRUAI's modelling the world, everything and anything is a thing in the world, whether it is entities, substances or objects, states, quantities or qualities, changes, events, or actions, relationships, associations, links or connections, you name it.
Thus the OOP? could simulate all and everything, including the physical universe, the totality of physical things, with all interactions, space and time, and their contents, where hypernodes could be physical objects, states, events, or processes, and the hyperedges - the?fundamental interactions?or?fundamental forces, including four fundamental interactions known to exist:
gravity; electromagnetism; weak interaction; strong interaction.
Or, it could be the world of biological things of living organisms, where hypernode-cells interact with themselves, other cells, and the environment, via cell signaling, a fundamental property of all?cellular life?in?prokaryotes?and?eukaryotes. Cell signals could be chemical in nature as ligands, including?ions?(e.g. Na+, K+, Ca++, etc.), lipids (e.g. steroid, prostaglandin), peptides (e.g. insulin, ACTH), carbohydrates, glycosylated proteins (proteoglycans), nucleic acids, etc., or physical quantities such as?pressure,?voltage,?temperature, or light. [Each cell is programmed to respond to specific extracellular signal molecules, and is the basis of?development,?tissue repair,?immunity, and?homeostasis. Errors in signaling interactions may cause diseases such as?cancer,?autoimmunity, and?diabetes].
The OOP embraces all complex structures and networks:
all major mathematical structures, with all possible mathematical structures and their combinations, measures,?algebraic structures?(groups,?fields, etc.),?topologies,?metric structures?(geometries),?orders,?graphs,?events,?equivalence relations,?differential structures, categories or the number systems, statistical models, probabilistic structures, etc..
ontologies, ?to?understand,?define,?quantify,?visualize, or?simulate the domains of knowledge
scientific models, to?understand,?define,?quantify,?visualize, or?simulate the empirical world, its objects, phenomena, processes, and laws of nature
knowledge graphs, taxonomies, schemas,
AI/ML/DL/genAI models, LLMs, etc.
It underlies all the complex networks,
physical networks,
biological networks,
brain networks,
social networks,
technological networks,
computer networks,
including artificial neural networks of different topologies.
Ontological AI? (Omniverse AI?) as the General World Model of Realities
Universal Formal Ontology (UFO) as the universal world model of reality, organized into integrative levels like physical, biological, mental, social or digital, for knowledge systems was originated in the books:
Artificial Superintelligence (USA, 1999)
UFO underpins different upper and domain silos ontologies created in the fields of computer science, artificial intelligence, machine learning, knowledge graphs, the Semantic Web, the systems engineering, the software engineering, etc., all to limit complexity and organize information and for problem solving.
The TRUAI's universe of intelligence is encoded as the universal multi-hypergraph ontological networks of hypernode-entities and hyperedge-interrelationships, covering all major mathematical structures, ontologies, knowledge graphs, scientific models, taxonomies, schemas, LLMs, and complex networks, physical, biological, brain, social, technological, computer, including artificial neural networks.
Resources
SUPPLEMENT: Real Superintelligence might cost many trillions to create...
As the?Financial Times?flags, the "Safe Superintelligence" company raised another $1 billion in cash to help develop safe artificial intelligence systems that far surpass human capabilities, adding to previous investments from deep-pocketed investors at?Andreessen Horowitz and Sequoia Capital?and bringing its?valuation up to $30 billion.
"The wild thing? It's done all that — including attaining a valuation higher than Warner Bros, Nokia, or the Dow Chemical Company — without offering any product whatsoever.?In fact, Sutskever has previously bragged, it will?never?offer a product — until, that is, it drops a fully-formed superintelligent AI at some unspecified point in the future"
Superintelligence is a techno-god idea, on which one could capitalize much more than on the god concept and religions. Look at big tech, promising AGI makes them multi-trillion companies... And its only a start of the biggest ever game with human minds.