ABSTRACT
This abstract is the summary of a framework that will explore the interdisciplinary concepts of cybernetics, neuroscience, and yoga sciences to formulate the idea of Cybernetics 2.0. This novel approach aims to redefine the interaction between humans and machines by integrating principles from artificial intelligence, machine learning, and the wisdom of ancient yoga sciences.
The article begins by introducing Cybernetics, highlighting its historical evolution and key concepts, including feedback loops, regulation, and control. It emphasizes the significance of communication within complex systems, focusing on the comparison between neural networks in living organisms and artificial systems.
Moving forward, the article delves into the notion of intelligence, BNNs (Biological Neural Networks) and ANNs (Artificial Neural Networks), and discusses how the Hebbian-LMS algorithm offers insights into learning processes in living organisms. This understanding of synaptic plasticity serves as a bridge between neuroscience and AI/ML.
It will then discuss the implications of chips like the Neuromorphic Processing Unit (NPU) to enable BNN type processing and how a hybrid architecture comprising of CPUs, GPUs and NPUs would enable future robust AI systems driven by the tenets of Cybernetics 2.0. Project Morpheus would be the basis for the architecture of our Mantra M5 process engineering platform.
Incorporating ancient wisdom, the article sheds light on the connections between modern neuroscience and the Yoga Sutras, emphasizing the role of mindfulness in bridging the gap between biology and artificial systems. By combining aspects of Yoga Sciences, such as conscious regulation, control, and balance, with the principles of AI/ML, the article proposes a holistic approach to design adaptive, resilient, and intelligent human-machine systems.
In conclusion, the article proposes Cybernetics 2.0 as a transformative framework that unites principles from AI/ML, neuroscience, and Yoga Sciences to revolutionize the interaction between humans and machines. This new perspective aims to create intelligent, conscious, and adaptable systems, ultimately contributing to the harmonious integration of technology and human life.
THE CAST OF CHARACTERS
We engaged several #LLMs in a simulated conversation involving a cast of characters to tease out the proper framework for the composition:
- Shree Vinekar, MD, DLFAPA, DLFAACAP, FACPsych , visionary thought leader, Dr. Vinekar is a published author and consultant on topics related to mindfulness, yoga sciences, and organizational behavior. His expertise in yoga sciences, coupled with his experience in neurosciences and medicine, provides a unique perspective on integrating ancient wisdom with modern medicinal practices, patient care and AI/ML.
- Donald Hebb, a Canadian neuropsychologist, whose Hebbian theory, summarized as “neurons that fire together, wire together,” has significantly impacted the development of connectionist theories and synaptic plasticity.
- Noam Chomsky, an American philosopher, cognitive scientist, historian, and social critic, Chomsky is widely regarded as the father of modern linguistics.
- Norbert Wiener, an American mathematician and philosopher considered the originator of cybernetics. His work bridged the gap between mathematics, engineering, biology, and social sciences.
- Bernard Widrow, an American electrical engineer and professor recognized for his contributions to signal processing, adaptive filters, and neural networks.
- W. Ross Ashby,a British psychiatrist and pioneer in the field of cybernetics known for his work on system theory, complex systems, and self-organization.
- Jensen Huang, the founder and CEO of NVIDIA, a leading technology company specializing in graphics processing units (GPUs), artificial intelligence (AI), and high-performance computing (HPC).
with Dr. Vinekar’s virtual avatar serving as the moderator for the conversation.
LARGE LANGUAGE MODELS UTILIZED
Here is a summary of our adventures with the different ChatBots:
0. Perplexity.ai – we used this to set the basis for the conversation using its unique answer engine to tease out the details of a complicated subject matter. It uses Claude 3.5 in the backend after doing a search to validate its response, so the hallucinations are minimal.
1. Claude.ai – very verbose and detailed but runs out of memory and I had to use some interesting work arounds to complete the prompt engineering exercise for this thesis. I like the analysis provided by Claude 3.5. Since the number of queries were numerous, I was put on wait several times in the progression of the response to my queries. Also, Claude Sonnet was not available several times due to large usage and at one time it switched to Claude Haiku.
2. Meta.ai – Very structured and precise. Almost like a Cliff notes version of a large tome. I also used its imagine feature to create the landing page image for the abstract.
3. Gemini.google.com – A good middle of the road tool (between Claude and Meta). What I like about this is the three alternate drafts it provides per prompt that you can review and select to proceed with the next query.
4. Chat.openai.com – Seem to get “memory updated” several times while responding to my queries. Probably was over taxing its brain! But overall GPT4-o does a good job of understanding the subject matter and responding in detail. Around 20% larger than Claude. Usage trigger got set once and I had to wait for a bit before resuming.
5. Pi.ai – Although it is my favorite AI Personal assistant, it has limited memory and would not have survived the task. But we used it to tease out definitions and biographies of the cast of characters.
TABLE OF CONTENTS
- Setting the Stage: The Case for Cybernetics 2.0
- Cast of Characters
- The Introductions
- Cybernetics: History and Evolution
- Neuroscience and AI/ML (BNN vs ANN)
- Bridging the gap with NPUs
- Integration of Yoga Sciences
- Cybernetics 2.0 Framework
- Future Implications
Details at:
Life and Intelligence – The Case for Cybernetics 2.0
PEER REVIEW INVITATION
Here is our representation of the framework for Cybernetics 2.0 to enable actionable intelligence by merging AI and automation:
We are inviting subject matter experts to review the progression of our framework for Cybernetics 2.0. Please email me if you are interested in participating.
NITIN UCHIL Founder, CEO & Technical Evangelist
nitin.uchil@numorpho.com