Complexity and the Natural Limits of AI and LLMs
The Principle of Incompatibility, introduced by Lotfi Zadeh in 1973, states: “As the complexity of a system increases, our abilityContinue Reading
Category: Complexity
Artificial Intuition – Best Application Scenarios
Over the past twenty years, Ontonix has explored and worked on hundreds of applications of its QCM-powered Artificial Intuition technology,Continue Reading
Artificial General Intelligence – The Missing Link
Artificial General Intelligence (AGI) refers to a type of artificial intelligence that possesses the ability to understand, learn, and applyContinue Reading
Complexity Management = Business Profitability and Survival
The negative consequences of high complexity for corporations and organizations are profound and multifaceted, impacting efficiency, agility, and ultimately, theirContinue Reading
Accelerating Machine Learning – An Update
As we know, Machine Learning, is a long and energy-intensive process, requiring expensive computational hardware and large amounts of trainingContinue Reading
Complexity-based Augmentation of Control Systems
Complexity-based augmentation in control systems introduces an adaptive layer that allows real-time feedback, adjusting to the complexity of tasks and environments. Unlike traditional systems with fixed rules, this approach enhances performance and safety in uncertain scenarios. It aims to keep system complexity below critical thresholds to avoid instability. By integrating real-time complexity analytics, QCM control becomes proactive in predicting failures. Its dual role as a monitor and controller promises greater resilience for modern high-tech systems and products.
Why Science Needs a New Correlation Model
The Quantitative Complexity Theory relies on a new, modern approach to correlation – the generalized correlation – which overcomes theContinue Reading
QCT – Blending Physics and Information Theory
The emergence of order and structure from chaos and disorganization is a fascinating phenomenon observed in physical, chemical, and biologicalContinue Reading
Artificial Intuition versus ML, AI and LLM
Artificial Intuition is not Artificial Intelligence. It is a technology that is orthogonal to Machine Learning, Artificial Intelligence and LargeContinue Reading
Artificial Intuition and Accelerating Machine Learning
One of the numerous applications of Artificial Intuition is that of accelerating Machine Learning, a long and energy-intensive process, requiringContinue Reading
Artificial Intuition 