Digitizing the Intuition - Its Importance In Context

 

Conceptual impressions surrounding this post have yet to be substantiated, corroborated, confirmed or woven into a larger argument or network. 

When Should Someone Trust an AI Teammate’s Predictions? 

By ADAM ZEWE, MASSACHUSETTS INSTITUTE OF TECHNOLOGY   JANUARY 19, 2022 

https://scitechdaily.com/when-should-someone-trust-an-ai-teammates-predictions/ 

 

Hussein Mozannar wrote this paper with Arvind Satyanarayan, an assistant professor of computer science who leads the Visualization Group in CSAIL; and senior author David Sontag, an associate professor of electrical engineering and computer science at MIT and leader of the Clinical Machine Learning Group. This research will be presented at the Association for the Advancement of Artificial Intelligence in February. 

For sake of clarification, I have highlighted certain phrases and comments I believe support the concept of Design and its relationship to Consciousness. My sincere gratitude to SciTechDaily and the authors. 

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“To help people better understand when to trust an AI “teammate,” MIT researchers created an onboarding technique that guides humans to develop a more accurate understanding of those situations in which a machine makes correct predictions and those in which it makes incorrect predictions. 

By showing people how the AI complements their abilities, the training technique could help humans make better decisions or come to conclusions faster when working with AI agents. 

“We propose a teaching phase where we gradually introduce the human to this AI model so they can, for themselves, see its weaknesses and strengths,” says Hussein Mozannar, a graduate student in the Clinical Machine Learning Group of the Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Institute for Medical Engineering and Science. “We do this by mimicking the way the human will interact with the AI in practice, but we intervene to give them feedback to help them understand each interaction they are making with the AI.” 

By showing people how the AI complements their abilities, the training technique could help humans make better decisions or come to conclusions faster when working with AI agents. 

“Cognitive science suggests that humans make decisions for complex tasks by remembering past interactions and experiences. So, the researchers designed an onboarding process that provides representative examples of the human and AI working together, which serve as reference points the human can draw on in the future. They began by creating an algorithm that can identify examples that will best teach the human about the AI. 

“We first learn a human expert’s biases and strengths, using observations of their past decisions unguided by AI,” Mozannar says. “We combine our knowledge about the human with what we know about the AI to see where it will be helpful for the human to rely on the AI. Then we obtain cases where we know the human should rely on the AI and similar cases where the human should not rely on the AI.” 

The researchers tested their onboarding technique on a passage-based question answering task: The user receives a written passage and a question whose answer is contained in the passage. The user then has to answer the question and can click a button to “let the AI answer.” The user can’t see the AI answer in advance, however, requiring them to rely on their mental model of the AI. The onboarding process they developed begins by showing these examples to the user, who tries to make a prediction with the help of the AI system. The human may be right or wrong, and the AI may be right or wrong, but in either case, after solving the example, the user sees the correct answer and an explanation for why the AI chose its prediction. To help the user generalize from the example, two contrasting examples are shown that explain why the AI got it right or wrong. 

“The participants who received teaching did just as well as the participants who didn’t receive teaching but could see the AI’s answer. So, the conclusion there is they are able to simulate the AI’s answer as well as if they had seen it,” Mozannar says. 

“When teaching is successful, it has a significant impact. That is the takeaway here. When we are able to teach participants effectively, they are able to do better than if you actually gave them the answer,” he says. 

Reference: “Teaching Humans When To Defer to a Classifier via Exemplars” by Hussein Mozannar, Arvind Satyanarayan and David Sontag, 13 December 2021, Computer Science > Machine Learning. arXiv:2111.11297 

This research was supported, in part, by the National Science Foundation

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Premise: An investigation to determine the ramifications surrounding the use of artificial intelligence (AI) as a “teammate” in the decision-making process. 

Commentary: Everything changes in the quantum field of virtual potential (QFVP), and in reference to human consciousness, symbolically categorized for the moment.

Question: Therefore, what might be considered intuitive and what is not? 

Answer: The intuition is what brings balance to both the mind and the emotions. The intuition describes an innate principle common to human creativity, consciousness and awareness. Based in intelligence and flavored with understanding and compassion the intuition enables righteous decision making.

principle

noun 1 elementary principles: truth, proposition, concept, idea, theory, assumption, fundamental, essential, ground rule. 2 the principle of laissez-faire: doctrine, belief, creed, credo, (golden) rule, criterion, tenet, code, ethic, dictum, canon, law. 3 a woman of principle | sticking to one's principles: morals, morality, (code of) ethics, beliefs, ideals, standards; integrity, uprightness, righteousness, virtue, probity, (sense of) honor, decency, conscience, scruples.

 

righteous    adjective   1 the scriptures contain rules for righteous living: good, virtuous, upright, upstanding, decent, worthy; ethical, principled, moral, high-minded, law-abiding, just, honest, innocent, faultless, honorable, blameless, guiltless, irreproachable, sinless, uncorrupted, anti corruption, saintly, angelic, pure, noble, noble-minded, pious, God-fearing. ANTONYMS  wicked, sinful.     2 a look of righteous anger came over his face: justifiable, justified, legitimate, defensible, supportable, just, rightful; well founded, sound, valid, admissible, allowable, understandable, excusable, acceptable, reasonable, sensible. ANTONYMS  unjustifiable

All things change in time and space. All things are, in essence, symbolic in nature. Decision making is relative, referential, immediate and long term. Balance is an ideally persuasive concept meant for purposes of reaching a sense of progress, harmony and joy. Life describes the process of balancing. Design brings Life to "Reality".

“A decision is a commitment to a specific path (or plan). A choice is a possibility that we will consider based on its effectiveness, efficiency and whether we are willing to live with its consequences. The common denominator for our choices is consequences. 

We make a decision when we look at all of our choices and choose the one that is the most practical and workable in that moment. We may think we decide based on the highest and best for ourselves and to some extent we do. But the common denominator for our decisions is also the consequences we are willing to live with. Acceptance is not tolerance. 

Acceptance is acknowledging someone’s free will and their ability to choose what they want for themselves, no matter how ill advised or awkward we think it is.”

 

Jennifer Hoffman www.enlighteninglife.com 

https://spiritlibrary.com/jennifer-hoffman/july-2022-energy-report 

(my parenthesis) 

Links

- The Design Paradigm: Intuition, Intelligence and the Imagination https://designconsciousness.blogspot.com/2013/12/the-design-paradigm-intuition.html 

- Design Metaphysics: Designed Intuitively https://designconsciousness.blogspot.com/2014/10/designed-intuitively.html 

- An Intuitive Model. Is It Really Necessary? https://designconsciousness.blogspot.com/2015/03/an-intuitive-model-is-it-really.html 

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Design questions of choice. What is its purpose? What does it mean? Will it, can it, has it been designed appropriately in order to expand human knowledge, understanding, compassion, efficiency, awareness and consciousness? Does it encourage and harbor future potentials? Does it embrace and cooperate with the design of the planet? Are there any safeguards in place assuring that this tool will be used appropriately? Who is the user? Is the immeasurable worth measuring in the conscious search for balance and harmony? 

Intelligence exemplifies change. Intelligence is constantly being redefined by means of symbolic transmission, i.e. language, art, mathematics, music etc. woven within every form of conscious awareness. 

Generally speaking, intelligence describes a vibratory state with purposeful intentions. Understanding describes a vibratory state with meaningful intentions. Both become one in the same by means of coherent resonance/design.

Understanding _______________ Intelligence       

Meaning ______________ Purpose 

^ 

Coherent Resonance 

(Design) 

Intelligence like love, is a vibratory expression of perception/ observation and participation. Both impressions are made apparent by virtue of a symbolic spectrum of vibratory exchange and balance. 

Whether digitized for collective reference or subjectively inspired for individual intent, the intuition cannot be denied. Context is everything. 

The concept of intelligence is but a single feature of consciousness “as we know it”. 

Intelligence and technology are intimately linked by design. 

Science, art and philosophy caress a broad range of design perspectives (vibratory frequencies) by means of a vocabulary of symbolic languages designed to bring meaning and purpose to Life. 

Science, art and philosophy each describe a POV within a symbolic framework created/designed in order to perceive, observe and interpret reality. 

Links:

Design Metaphysics: An Exercise in Abductive Reasoning I https://designmetaphysics.blogspot.com/2020/02/design-metaphysics-exercise-in.html 

Design Metaphysics: An Exercise in Abductive Reasoning II (Commentary)

https://designmetaphysics.blogspot.com/2020/03/design-metaphysics-exercise-in.html

Design Metaphysics: An Exercise in Abductive Reasoning III (Addendum) https://designmetaphysics.blogspot.com/2022/03/design-metaphysics-exercise-in.html 

Trust is Believing 

https://designconsciousness.blogspot.com/2012/02/trust-is-believing.html

The relevance of symbolic logic to other subjects https://www.csus.edu/indiv/d/dowdenb/60/foundations.htm 

Consciousness describes an amalgamation of mind (intelligence), emotion (feeling), matter and spirit (tangible and intangible), made self-evident through symbolic awareness. 

***

 

Design Hypothesis: 

Consciousness is conceptual, illusional, symbolic and metaphoric in character. Consciousness is the quintessential archetype. Consciousness is the concomitant consequence associated with a range of multidimensional patterns of energy whose origin rests beyond the subconscious. 

Awareness brings forward a “sense of consciousness” by fostering correspondences and fusing the concepts of meaning and purpose. Metaphysical in content and context, quantum, fractal and holographic in re-presentation, all forms of energy/Life are revealed and made apparent by means of Design. Design is lovingly veiled in all that can be seen, known, measured and/or felt (12.10.2022) 

Design describes a metaphysical and multidimensional process. The design process is dependent upon knowledge, understanding, intention, intuition, imagination and awareness. Design creates a network of energy in motion (EIM) between fields/states/points/agents and patterns of awareness. Design creates a virtual, symbiotic and metaphoric lattice between consciousness, the subconscious and the unconscious, the tangible and the intangible, the known and the unknown, the seen and the unseen. All forms of energy in motion are based upon principles of meaning and purpose both felt and understood. (01.13.2023) 

What is a designer? Designers are men and women who are faithful to themselves and others who creatively abide and amalgamate their skills and beliefs with love and integrity - the goal: personal, collective, global and soular balance and harmony. (09.01.2022)

To be design conscious you must be more than an observer.

Be assured you will not discover all the answers to your inquiries here. Continue to investigate into your role as observer, participator and creator in a design of your own making. Be aware of the by-products and outcomes that surround your every choice and decision.

Edited: 01.27.2022, 03.18.2022, 03.25.2022, 05.05.2022, 07.07.2022, 08.20.2022, 12.05.2022, 03.12.2023

Find your truth. Know your mind. Follow your heart. Love eternal will not be denied. Discernment is an integral part of self-mastery. You may share this post as long as author, copyright and URL https://sagariandesignnetwork.blogspot.com is included as the resource and shared on a non-commercial no charge basis. Please note … posts are continually being edited over time. Copyright © 2006 -2023 C.G. Garant. All Rights Reserved. (Fair use notice) You are also invited to visit https://designconsciousness.blogspot.com/ and URL https://designmetaphysics.blogspot.com/ and https://www.pinterest.com 

Discernment

Conceptual impressions surrounding this post have yet to be substantiated, corroborated, confirmed or woven into a larger argument, context or network.

“ … in the micro-world of atoms and particles that is governed by the strange rules of quantum mechanics, two different observers are entitled to their own facts. In other words, according to our best theory of the building blocks of nature itself, facts can actually be subjective.”

https://www.livescience.com/objective-reality-not-exist-quantum-physicists.html

Alessandro Fedrizzi - Professor of Quantum Physics, Heriot-Watt University, Massimiliano Proietti- PhD Candidate of Quantum Physics, Heriot-Watt University November 16, 2019

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"Eugene Wigner designed the thought experiment to illustrate his belief that consciousness is necessary to the quantum mechanical measurement process (and therefore, that consciousness in general must be an "ultimate reality"^[1] according to Descartes's "Cogito ergo sum" philosophy): "All that quantum mechanics purports to provide are probability connections between subsequent impressions (also called 'apperceptions') of the consciousness".^[1]

Here, "impressions of the consciousness" are understood as specific knowledge about a (measured) system, i.e., the result of an observation. This way, the content of one's consciousness is precisely all knowledge of one’s external world and measurements are defined as the interactions which create the impressions in our consciousness. Since the knowledge about any quantum mechanical wave function is based on such impressions, the wave function of a physical system is modified once the information about the system enters our consciousness. This idea has become known as the "consciousness causes collapse" interpretation."

1.   E. P. Wigner (1961), "Remarks on the mind-body question", in: I. J. Good, "The Scientist Speculates", London, Heinemann

https://en.wikipedia.org/wiki/Wigner%27s_friend

* * *

“Quantum mechanics describes how the world works at a scale so small that the normal rules of physics no longer apply; over many decades, experts who study the field have offered numerous interpretations of what that means. It seems that, in contrast to classical physics, measurement results cannot be considered absolute truth but must be understood relative to the observer who performed the measurement,” Ringbauer explained. “The stories we tell about quantum mechanics have to adapt to that.”

Martin Ringbauer

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"We should not pretend to understand the world only by the intellect; we apprehend it just as much by feeling. Therefore, the judgment of the intellect is, at best, only the half of truth, and must, if it be honest, also come to an understanding of its inadequacy."

Carl Jung

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THE CONCEPT OF DISCERNMENT

apperception the mental process by which a person makes sense of an idea by assimilating it to the body of ideas he or she already possesses, fully conscious perception: discernment: the ability to judge well, perception in the absence of judgment with a view to obtaining spiritual direction and understanding:  choice an act of selecting or making a decision when faced with two or more possibilities, the right or ability to make, or possibility of making, such a selection, a range of possibilities from which one or more may be selected:    a course of action, thing, or person that is selected or decided upon:* * *

New Molecular Computing Device Has Unprecedented Reconfigurability Reminiscent of Brain Plasticity

“It was quite extraordinary; our device was doing something like what the brain does, but in a very different way,” said Sreetosh. “When you’re learning something new or when you’re deciding, the brain can actually reconfigure and change physical wiring around. Similarly, we can logically reprogram or reconfigure our devices by giving them a different voltage pulse then they’ve seen before.”

* * *

Bio-Circuitry Mimics Synapses and Neurons - Accelerates Routes to Brain-Like Computing

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We intuitively determine which method of reasoning to apply when making a decision. Decisions and determinations seem to originate as the result of a mixture of both emotional and mental impressions and experiences. Choices stem from how we each perceive our world, which likewise harbors our interpretation of reality.

"Consciousness is awareness with a choice."

Tom Campbell

 

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We are highly dependent upon our intuition, which is a quality of mind that influences our awareness. Our mind is guided by meaning and consciously heartened by signs, symbols, metaphors and analogy.

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“Emotions interpret the world for us. They have a signal function, telling us about our internal states as they are affected by input from the outside. Emotions are responses to present stimuli as filtered through the memory of past experience, and they anticipate the future based on our perception of the past." 

Gabor Maté, When the Body Says No 

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"There is an ongoing tension between our innate drives and the persistence of our higher-order consciousness. Our newly acquired cognition clashes with the instinctive, nonconscious emotional systems that served our ancestors for hundreds of millions of years. It remains within the purview of unconscious emotions to make decisions, but because of bright, noisy consciousness, most people cannot conceive that their behavior is mostly driven by their desires and passions. However, the scientific evidence is overwhelming that this is so. Just like our animal ancestors, we live first and foremost as emotional beings. Anything that threatens or interferes with our emotions undermines our evolutionary fitness."

Mitchell Diamond 

* * *

- Everyday Philosophy: Can you ever be "too emotional" in decision-making?

Jonny Thomson, Big Think - Thinking, July 12, 2024

- Meta-representation Reveals the Conundrum of the Human Condition 

Mitchell Diamond, published in The Labrynth, January 8, 2021

 * * *

* * *

"Feelings operate in the realm of discernment. They help us intuitively recognize what is expanding us and what is contracting us inwardly."

Emmanuel Dagher

* * *

- Design Metaphysics: An Exercise in Abductive Reasoning I

- Design Metaphysics: An Exercise in Abductive Reasoning II (Commentary)

* * *

* * *

Is Seeing Believing? How Neural Oscillations Influence our Conscious Experience 

Press Office, University of Bologna

A research group from the University of Bologna discovered the first causal evidence of the double dissociation between what we see and what we believe we see: these two different mechanisms derive from the frequency and amplitude of alpha oscillations. 

Thus, it was possible to isolate the two key processes occurring when we see something. One is more “objective” and related to the observation accuracy, the other is more “subjective” and related to the internal representation of the sensory event, i.e. the level of confidence in identifying what has been seen. 

“The results show that perception is a discrete rather than continuous process. Each alpha oscillations cycle represents a sampling cycle of sensory information, thus the faster the oscillations, the more information can be gathered, which in turn increases accuracy.” 

“In this study we demonstrate that the ability to perceive accurately (delivered by the speed of alpha oscillations) interacts with the confidence of the response (delivered by the amplitude of alpha oscillations). Thus, our subjective representation is continuously updated to better match our objective performance.”

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Discernment: A Matter of Frequency, Focus and Control

+ Endear yourself by responding to a higher meaning and purpose (frequency) in your life. 

+ Respond to your deepest “feelings” concerning the facts made evident within their own emotional context. One of the purposes of your intuition is to bring balance and harmony into your life. Know what your intuition can do for you and use it accordingly. 

+ Discernment is closely attuned to compassion yet can be easily misconstrued. Personal impressions and interpretations will surely add complexity to every moment. Ask if your observation, interpretation and response add or detract from experiencing truth, beauty and goodness in your life and in the lives your fellow humans.

 

+ Know that you are responsible and in control of the choices you make. This is what freedom really means. Monitor them as closely as you can. Learn/know who you are. Diligence over time will support you in separating the wheat from the chaff. 

+ Release that which no longer expands or enlightens you. What is the purpose surrounding this situation and what might it mean as you observe it? What is the meaning surrounding this situation and what might its purpose be while observing it? What might a particular decision/choice entail both in the short and long term? Internal inquiries help clarify circumstances by prompting your subconscious/symbolic language, i.e. design consciousness. 

+ Know from your perspective (experience) that not all decisions will be correct or appropriate. Discernment is generated, interpreted and made apparent within the symbolic network, i.e. consciousness, of the perceiver, observer, participant (POP) 

+ Quantum influences are always in play. You are a multidimensional being. 

+ Change is both immediate and long term. Change is a given. 

+ Willingly work within constraints while remaining cognizant of the fact that past events and choices gotten you to where you are now - come to realize that today's decisions will set the tone for your future. + Choose wisely by studying and analyzing the paths of others.

+ Focus within (meditate) - discover and reveal to yourself what are the most appropriate step/s to take in your own personal journey. 

+ Discernment demands scrutiny, examination and long-lasting inquiry. A heartfelt intelligence harbors an intuition, i.e. awareness, that cannot be measured, only experienced and placed into practice. 

+ Focus upon the symbolic language you've designed for yourself, the metaphoric and intuitive interpretation that maintains, sustains and brings balance to your consciousness. These designs harbor the seen and unseen signposts that will guide you in your decision-making process. 

+ Be in the moment. Know everything changes. Whatever your decision, it will always be the most appropriate for you in that time and in that space.

* * *

To be design consciousness you must be more than an observer.

Your heart is a key reminder in every decision.

The difference between knowing and believing is discernment.

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- Changing Your Algorithm

- Belief and the Observer

- Trust is Believing

- Anger

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Neale Talks About the Road to Contentment 

“Of course, "truth" does not exist. There is no such thing as Objective Truth. A thing is only true if it is true for you. Subjective truth is the only truth there is. Discernment is the experience of residing in one's own truth--and remaining there, all exterior "evidence" to the contrary notwithstanding. 

We know that F-E-A-R is False Evidence, Appearing Real." Fear will come up whenever anyone steps toward discernment. In the early stages of discernment, it is natural to doubt ourselves and to question our innermost knowing. This is the final stage of argument, a holdover from the previous internal experience. Ultimately, for the truly persistent, discernment wins out. We know that we know, and we know that we know it. 

Discernment is the victory of the soul over the mind, of the interior over the exterior, of the inner truth over the outer reality, of the Only Story There Is over the Cultural Story we have been told. 

Discernment is knowing that beauty is in the eye of the beholder--and that God beholds beauty in everything. Discernment is knowing the difference between the exterior myth and the interior experience. Exteriorly, we are told that God and we are separate, and that there is a requirement we have to meet in order to return to The Essence. Interiorly, we know intuitively that God and we are One, and that nothing is required for us to experience that. Nothing.” 

Neale Donald Walsch 

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"To believe is to accept another's truth.

To know is your own creation.

Anonymous

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Edited: 11.08.2020, 11.20.2020, 03.04.2021, 04.02.2021, 06.11.2021, 09.03.2021, 09.09.2021, 09.12.2021, 09.15.2021, 10.20.2021, 03.15.2022, 04.04.2022, 01.04.2023, 03.24.2023, 09.01.2023, 10.05.2024, 04.24.2024 , 07.03.2024, 07.22.2024, 10.07.2024

Find your truth. Know your mind. Follow your heart. Love eternal will not be denied. Discernment is an integral part of self-mastery. You may share this post as long as author, copyright and URL https://sagariandesignnetwork.blogspot.com is included as the resource and shared on a non-commercial no charge basis. Please note … posts are continually being edited over time. Copyright © 2023 C.G. Garant. All Rights Reserved. (Fair use notice) You are also invited to visit https://designconsciousness.blogspot.com/ and URL https://designmetaphysics.blogspot.com/ and https://www.pinterest.com

Be assured you will not discover all the answers to your inquiries here. Continue to investigate into your role of observer and contributor to a reality of your own design and creation – be aware of the by-products that surround every choice and decision.