Human Intelligence & Machine Intelligence: 10D Intelligence Space
Information (signal/stimulus/electromagnetic impulse), Instinct, Impulse, Intuition, Imagination, Intellect, Inference, Insight, Innovation or Intention are the 10I-dimensions of Man-Machine Hybrid Intelligence Space.
We advance a common intelligence framework for humans and machines, in which each party completes each other, instead of competing. Human intelligence could be an inspiration for the machine intelligence research and development, but never the object of simulation, replicating or copy catting by computer systems or humanoid robotics .
Inspired by the mental models, AI is created as the world's information processing and world modeling and comprehending machines, completing the human intelligence and its incomputable subjective reality, with a full spectrum of experiences, physical, perceptual, cognitive, social, cultural, etc.
An objective, reality-based, scientific approach to human and machine intelligence invalidates the mainstream, anthropocentric, human-like AI models mimicking or replicating or simulating human intelligence, experience or behavior.
Or, Artificial Intelligence , defined as the imitation of the human intellect or human behaviour, is a fake and false technology, It must be left out as unreliable, untrustworthy, harmful and existentially risky for human beings, regardless of being worldwide promoted by globally known entities, as NVIDIA, Microsoft, IBM, NASA, and the World Economic Forum:
NVIDIA: Artificial Intelligence (AI) refers to the simulation of human intelligence processes by machines, especially computer systems, including learning, reasoning, and self-correction.
Microsoft: AI is the capability of a machine to imitate intelligent human behavior, enabling systems to sense, comprehend, act, and learn.
IBM: AI is a technology that leverages computers and machines to mimic the problem-solving and decision-making capabilities of the human mind.
World Economic Forum: AI encompasses systems that can perform tasks typically requiring human intelligence, such as visual perception, speech recognition, decision-making, and language translation.
NASA: AI is computer systems that can perform complex tasks normally done by human-reasoning, decision making, creating, etc.
Its most promoted generative AI is now falling into the Trough of Disillusionment , being designed to mimic human-created content "pirating copyright data from all over the internet, from social media posts, newspapers, books and even YouTube videos.. and any lawsuit against the genAI companies could actually end the AI industry as we know it".
As it is, "AI systems pose risks to privacy, safety, security, and human autonomy . Effective governance is essential to ensure AI development and deployment are safe, secure and trustworthy, with policies and regulation that foster innovation and competition".
Humanity should not play a lethal zero-sum conflict game of "who is gonna win?" with specialized superintelligent, human-like AI systems.
Instead, we have to create a cooperative, harmonious world, where humanity and machinery augment, enhance and complete each other, not compete with each other.
Human & Machine Intelligence Common Framework
Intelligent beings are highly complex, open cyber-physical intelligence systems with genetically inherited causal mechanisms, action patterns, brain neuro-programming or learned algorithms of the body, brain, mind/soul/spirit, behavior.
Information (signal/stimulus/electromagnetic impulse), Instinct, Impulse, Intuition, Imagination, Intellect, Inference, Insight, Innovation or Intention are the 10I-dimensions of Man-Machine Hybrid Intelligence Space.
Humans or machines as intelligent entities could or must hold all possible varieties and combinations of intelligence as complement to experience. The full spectrum of man/machine general intelligence is made of 10 intelligence dimensions (10I):
information intelligence/experience, or physical intelligence/experience of things/consciousness/awareness, Physical intelligence, a property of all life-forms. It controls breathing and regulates the autonomic nervous system, the consequent reactions to the stimulus/situation, in which nerve impulses, as well as local and circulating neuro-chemicals, informs the cells of the body how to react,
instinctual intelligence/experience of things/consciousness/awareness, human instinctual intelligence as The Primal Wisdom of the Nervous System and the Evolution of Human Nature ,
impulsive or emotional Intelligence/ experience of things/consciousness/awareness, the ability to perceive, use, understand, manage, and handle emotions, measured as EIQ tests and scores, human emotional intelligence,
intuitive intelligence/experience of things/consciousness/awareness, human intuition + automatic unconscious reasoning (LLMs),
imaginative intelligence/experience of things/consciousness/awareness, human imagination + AI imagination,
intellectual intelligence/experience of things/consciousness/awareness, the ability to solve real-world problems, abstract, analyze and synthesize and to perform various intellectual activities, measured as IIQ tests and scores,
inferential intelligence/experience of things/consciousness/awareness, human inference/reasoning/thinking + AI inference,
insightful intelligence/experience of things/consciousness/awareness, human insight + AI insight,
innovative intelligence/experience of things/consciousness/awareness, human innovation + AI innovation,
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Intention/desire/decision/agency intelligence/experience of things/consciousness/awareness, human decision-making/planning + AI decisions.
Human Experience vs. Machine Intelligence
The human brain/mind is unique in relying on its genetic imperatives, instincts, feelings or desires, evolutionary supported with the brain reward system, intelligence, mindsets and experience, resulting in practical knowledge as experiential intelligence,
The reward system located in the cortico-basal ganglia-thalamo-cortical causal loop (CBGTC CL) is a "collection of brain structures and neural pathways that are responsible for reward-related cognition, including associative learning or motivational incentive salience or positive feelings/emotions", implying primary rewards, extrinsic or extrinsic rewards.
Human subjective reality of instincts, feelings or desires, the brain reward system, intelligence, mindsets and experience, it is what determining the human behavior, and making sense of the world and ourself.
Human intelligence is the power to learn from experience, which could be as various types as general intelligence itself, from sensory or perceptual experience to intentional experience.
Without intelligence, experience, as life experience, cannot be attributed its true value and meaning, and vice versa, without experience (inner or outer) intelligence cannot be developed.
in other words, human subjective reality implies intelligence and experience, as conscious or unconscious, internal mental (life, ordinary, extra-ordinary or religious/spiritual) experiences or external social, cultural or environmental experiences.
Subjective reality as the inner world of the mind is the subject's experience of mental reality and objective reality,
It is a unique possession of humans, which is impossible to replicate, scan or imitate by machines.
Machine intelligence is all about intelligence, in its full spectrum. It is not after simulating the human simulated subjective reality, but after representing and understanding all reality, with its contents, in all its complexity, including knowledge about the mental reality.
The mental reality involves a?"mental model?as an internal representation of external?reality: that is, a way of representing reality within one's?mind", known as mental representations, schema?and?conceptual models,?or mental simulation generally.?
The mental models are?to play a major role in?cognition,?reasoning?and?decision-making, shaping?behavior, including how to solve problems and perform tasks. Mental models are so basic to understanding the world that we are hardly conscious of them.
Inspired by the mental models, AI is created as the world's information processing and world modeling and comprehending machines, leaving out the complex subjective reality, with its spectrum of experience and consciousness, physical, perceptual, cognitive, social, cultural, environmental, etc.
Ideally, any powerful intelligent entity is to possess the full spectrum of intelligence from the data intelligence to the decision intelligence, completed with experiential intelligence for the human intelligence only.
The 10I set power could be configured or developed as a simple cause-effect link or complex causal chains or interconnected networks, as complex nonlinear systems where all elements interact with each other.
It covers both the human intelligence definition , as "the capacity for abstraction, logic, understanding, self-awareness, learning, emotional knowledge, reasoning, planning, creativity, critical thinking, and problem-solving", and machine intelligence definition as the "intelligence of machines or computer systems, when machines perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals".
For example, intuitive intelligence/reasoning/thinking has been a part of human decision-making for centuries. In ancient Greece, philosophers such as Plato thought that all knowledge was already present within the soul and could be accessed if one will trust their instincts.
One might apply intuitive intelligence to imagine or to innovate, like Henry Ford developed the Model T automobile.
Now, the concept of Inferential intelligence is highlighted in the OECD's revised definition :
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.?Different?AI systems vary in their?levels of autonomy?and adaptiveness after deployment.
Last, not least, decision intelligence makes an engineering field for analyzing a causal chain of intentions or decision, actions and outcomes, going as the application of data science, predictive analytics, AI and machine learning technologies to augment and improve decision making.
All in all, instead of outsourcing our intelligence to technology, AI Should Augment Human Intelligence, Not Replace It , when human authentic natural intelligence is completed with machine/computing/electronic/technological intelligence.
SUMMING-UP
The 10I Intelligence Space of Information, Instinct, Impulse, Intuition, Imagination, Intellect, Inference, Insight, Innovation or Intention could serve as the Human Intelligence/Machine Intelligence Benchmarking Framework for Real Intelligence Agents [Natural or Artificial] =
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