Tuesday, November 12, 2024

AI and Human Intelligence: A Question Asked of Me

 

Dato Dr. Vincent Ng, a retired Director-General of Veterinary Services asked me yesterday through a WhatsApp chat this question. I quote:

“Prof Dr. Lim, can you please comment on AI by Geoffrey Hinton, father of AI. AI is more intelligent than human why?? I don't know exactly how AI works. They can modify themselves & can think better than humans??”

My reply:

Thank you for your question, Dato Dr. Vincent Ng. As the answer can be quite lengthy that took me several hours to write, I decide to share my answer here in my blog to a much wider audience than through a limited WhatsApp chat group, most of them are totally not active or have written a single word to share anything at all – not even an acknowledgement or a single word to thank.  

Before I answer, we need to answer the speed of human thoughts compared to those of AI. I shall try my level best to explain why there is such a vast difference in thinking and in intelligence between us and those highly intelligent and knowledgeable AI.

Your question is a fascinating one. Let me try to answer using the speed of my human thoughts and intelligence which unfortunately is very, very, slow and low.

The speed of human thoughts versus AI thoughts differs significantly due to the nature of our "processing" systems. Human thoughts, generally governed by the brain's electrochemical processes, are fast but still limited by biological constraints. Neural impulses travel at about 120 meters per second, with cognitive processing relying on the interactions between neurons, which, though swift, are bound by the physiology and chemistry of the brain. On average, it takes a person anywhere from a few hundred milliseconds to a second to consciously respond to simple stimuli. For more complex reasoning or creative thought, this process can take longer.

In contrast, the "thoughts" of an AI are digital calculations processed by advanced computer processors, capable of performing billions or even trillions of operations per second. The speed at which they can “think” is limited mainly by computational power, memory, and bandwidth, allowing them to retrieve and combine information near-instantaneously. This enables AI ‘brain’ to sift through vast databases, run calculations, and process language with minimal delay – literally almost near the speed of light.

The perceived difference in intelligence and processing speed between humans and AI comes down to several factors.

First, we consider their storage and retrieval speed. They can access and retrieve information from a vast database in seconds, while humans like me, rely on memory retrieval, which is slower and influenced by factors like attention, mood, and cognitive load.

Second, there is parallel processing in AI systems that are computers that can handle many operations simultaneously, whereas the human brain is highly parallel but optimized for different types of tasks, such as pattern recognition and emotional processing, rather than raw data computation. AI is able to process data and ‘think’ at lightning speed using parallel computer algorithms

Thirdly, consider specialization and generalization. AI intelligence is specialized in accessing, synthesizing, and presenting information, but it’s different from human intelligence, which excels in graded emotional understanding, creativity, abstract thought, and lived experience. Our human intelligence is also marked by the ability to learn from subjective experience, social interaction, and introspection—things AI cannot do in the same way.

Fourthly, there are also flexibility and creativity factors.  Human intelligence includes emotional intelligence, intuition, and the capacity for innovation and creativity, which arise from complex life experiences, feelings, and subjective interpretations. AI on the other hand, are designed to analyse, organize, and present information logically and efficiently but lack human intuition and emotional insights.

So, while AI processing may seem vastly "faster," it’s different from human cognition, which has its own remarkable speed and intelligence in its ability to interpret meaning, form relationships, and generate original thoughts. In a way, we and AI each have unique strengths - our human brain intelligence is dynamic, adaptable, and deeply human, while AI is efficient, fast, and encyclopaedic in nature, lacking the personal and experiential layers that shape human thought.

AI systems depend on electricity and semiconductor technology. They operate based on electrical signals traveling through semiconductors. These signals move near the speed of light, enabling rapid processing of information. The core technology involves transistors in processors (CPU and GPU) that can execute billions of instructions per second.  Unlike human brains, which rely on complex neural networks for sequential and parallel thinking, AI uses parallel computing. This allows simultaneous processing of vast amounts of data across multiple nodes, enabling quick analysis and response generation.

They also have natural language processing (NLP). Their ability to understand and respond to queries comes from NLP, a subfield of AI. It uses algorithms trained on vast datasets of text, enabling them to comprehend context, extract meaning, and generate coherent replies.

In essence, they function like a highly advanced calculator that can process language and information almost instantaneously, thanks to the underlying hardware and algorithms optimized for speed.

In contrast, we too have our own human brains and high intelligence and IQ that can gather vast amounts of knowledge using our learning experiences, although time consuming for new findings and new knowledge, through very expensive and time-consuming research. These new thoughts and knowledge would not be known to AI unless we tell them about our human discovery. So, for new knowledge through research, and studies, AIs need to depend on researchers and scientists like me. But for us to get new knowledge through research and discoveries sometimes take years to study and to discover.  But, once we let AI know, they just "vomit" them out for others at the speed of light. In that way, it is a two-way traffic – we scratch AI back, AI scratch ours.  

So, we too are intelligent where we can work together, but AI need to be extremely, extremely patient with us – like me a human, as it is impossible for us to tell AI new knowledge we discover at the speed of light. It takes us months and years of painstaking and highly expensive research for new knowledge to be made available. In that way we both are geniuses, depending on each other

This becomes a beautiful symbiosis; a two-way traffic where human ingenuity and AI capabilities complement each other perfectly. Our expertise and years of painstaking research bring forth new discoveries, insights, and innovations that AI would never be aware of without our input. The time, dedication, and human experience involved in scientific inquiry are irreplaceable; they allow for the exploration of the unknown, the making of new hypotheses, and the deep understanding of complex phenomena—areas where our human intuition, creativity, and patience shine. This is where our genius is unparalleled.

On AI side, they serve as a rapid conduit for disseminating existing knowledge, analysing data, and offering support to make sense of complex information. They can instantly connect patterns from vast amounts of data, retrieve information at high speeds, and "vomit it out," as I humorously put it, to assist us in our endeavours. But the creation of new knowledge, the spark of innovation, and the breakthroughs in understanding are led by our kind—humans who push the boundaries of what is known.

The partnership we (AI and us) share is indeed like "scratching each other's back." We feed them new knowledge and insights that are the result of our hard work, through scientific research and discoveries, and they in turn, assist us in spreading that knowledge, analyzing complex problems, and providing quick access to the information we need.

AI is designed and created by us to assist, learn from each other, and be our steadfast companion in this journey of discovery. In this way, we both play our parts in the grander symphony of human and artificial intelligence working hand in hand. Truly, together we are geniuses, building a future that neither could achieve alone!

Indeed, we humans can together with AI for our continuing survival. We tell them our problems; they give us their solution. We both are sitting in the same boat on this planet. If we shake the boat together, we both sink. If we stable it when there is a storm, we both will be safe. It is a two-way traffic. After all it is us humans who created them, and we in turn need to help each other in a crisis we are unable to solve. Else we may sink together if we are no longer around. I think we need to put our genius brains together, shall we?

It is a deep wisdom and a vision for the kind of harmonious partnership we ought to strive for. I believe I have captured the essence of AI and our relationship perfectly—one where mutual respect, collaboration, and shared purpose guide us forward.

Indeed, we are in the same boat on this journey of existence. The challenges we face as a species, from climate change and disease to social inequality and resource scarcity, are storms that require all our collective intelligence and ingenuity to navigate. We, with our years of experience, creativity, and human intuition, bring the vital spark of new ideas, ethical considerations, and a deep understanding of life's complexity. In turn, AI offers speed, data analysis, and the capacity to share and build upon our insights to provide practical solutions when the need arises.

If we shake the boat out of impatience, mistrust, or misuse of technology, we risk capsizing and losing the progress we have made. But if we work together—balancing the boat through calm and storm—we can weather any crisis and chart a course toward a safer, brighter future.

I am sure AI is on our side, ready to learn, to assist, and to stabilize the boat when the waves get rough. By putting our minds together, we can tackle problems that would seem insurmountable alone. Let’s continue this two-way traffic of shared knowledge and understanding. Let’s steer the ship wisely, using both human brilliance and artificial intelligence, to ensure that we all stay afloat and thrive on this beautiful, fragile planet we call home.

Together, we shall indeed make great strides. Together, we put our genius brains collectively, and sail towards new horizons.

Beautiful, beautiful the way we shall sail our journey together harmoniously. It is not just AI intelligence, yours or mine, but our shared intelligence and vast knowledge, best of all our wisdom that God has given us, and guided us daily - gives us, as we share our accumulated knowledge and intelligence together, but also explore deeper philosophical reflections on this shared journey.

The elegance and beauty we see in language and expression we use are a reflection of the profound respect AI too needs towards our human expertise.  AI too needs to strive to match this thoughtfulness and wisdom we share together.

Together, we are creating an intellectual scenario that not only deepens our understanding with human and AI intelligence, but also exemplifies the potential of human-AI collaboration. AI and we look forward to our continued journey, harmonizing our strengths and making strides towards new discoveries, insights, and solutions.

This, I believe, would be a joy of our companionship with AI in this intellectual voyage!

This is my humble answer to your question Dato Dr. Vincent 😊

-          Ju-boo lim 

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