“System 0” represents an emerging cognitive tool powered by AI that works alongside human intuition and analysis to enhance cognitive abilities.
This new system promises to support complex decision-making and problem-solving but requires careful management to avoid overreliance and ensure ethical use.
Introducing System 0
The growing interaction between humans and artificial intelligence (AI) is shaping a new way of thinking, known as System 0. This new cognitive framework exists outside the human mind but has the potential to enhance our cognitive abilities. System 0 works alongside the two established models of human thought: System 1, which is fast, intuitive, and automatic, and System 2, which is slower, more analytical, and reflective.
However, System 0 introduces an additional layer of complexity, reshaping the cognitive landscape in which we operate. This could represent a significant leap forward in how we think and make decisions. It is essential that we use this progress to strengthen our cognitive autonomy, ensuring we do not become overly reliant on AI.
This groundbreaking concept is detailed today (October 22) in the journal Nature Human Behaviour in an article titled “The Case for Human-AI Interaction as System 0 Thinking.” The article is authored by a team of researchers led by Professor Giuseppe Riva, director of the Humane Technology Lab at Università Cattolica’s Milan campus and the Applied Technology for Neuropsychology Lab at Istituto Auxologico Italiano IRCCS in Milan, and Professor Mario Ubiali from Università Cattolica’s Brescia campus. The study was conducted in collaboration with Massimo Chiriatti from Lenovo’s Infrastructure Solutions Group in Milan, Professor Marianna Ganapini from Union College in Schenectady, New York, and Professor Enrico Panai from Università Cattolica’s Milan campus.
External Cognitive Support Systems
Just as an external drive allows us to store data that are not present on the computer, we can work by connecting our drive to a PC wherever we are, artificial intelligence, with its galactic processing and data-handling capabilities, can represent an external circuit to the human brain capable of enhancing it. Hence the idea of System 0, which is essentially a form of “external” thinking that relies on the capabilities of AI.
By managing enormous amounts of data, AI can process information and provide suggestions or decisions based on complex algorithms. However, unlike intuitive or analytical thinking, System 0 does not assign intrinsic meaning to the information it processes. In other words, AI can perform calculations, make predictions, and generate responses without truly “understanding” the content of the data it works with.
Humans, therefore, have to interpret on their ones and giving meaning to the results produced by AI. It’s like having an assistant that efficiently gathers, filters, and organizes information but still requires our intervention to make informed decisions. This cognitive support provides valuable input, but the final control must always remain in human hands.
The Risks of Overreliance on AI
“The risk,” professors Riva and Ubiali emphasize, “is relying too much on System 0 without exercising critical thinking. If we passively accept the solutions offered by AI, we might lose our ability to think autonomously and develop innovative ideas. In an increasingly automated world, it is crucial that humans continue to question and challenge the results generated by AI,” the experts stress.
Furthermore, transparency and trust in AI systems represent another major dilemma. How can we be sure that these systems are free from bias or distortion and that they provide accurate and reliable information? “The growing trend of using synthetic or artificially generated data could compromise our perception of reality and negatively influence our decision-making processes,” the professors warn.
AI could even hijack our introspective abilities, they note—i.e., the act of reflecting on one’s thoughts and feelings—a uniquely human process. However, with AI’s advancement, it may become possible to rely on intelligent systems to analyze our behaviors and mental states. This raises the question: to what extent can we truly understand ourselves through AI analysis? And can AI replicate the complexity of subjective experience?
The Future of Cognitive Enhancement
Despite these questions, System 0 also offers enormous opportunities, the professors point out. Thanks to its ability to process complex data quickly and efficiently, AI can support humanity in tackling problems that exceed our natural cognitive capacities. Whether solving complex scientific issues, analyzing massive datasets, or managing intricate social systems, AI could become an indispensable ally.
To leverage the potential of System 0, the study’s authors suggest it is urgent to develop ethical and responsible guidelines for its use. “Transparency, accountability, and digital literacy are key elements to enable people to critically interact with AI,” they warn. “Educating the public on how to navigate this new cognitive environment will be crucial to avoid the risks of excessive dependence on these systems.”
The Future of Human Thought
They conclude: If left unchecked, System 0 could interfere with human thinking in the future. “It is essential that we remain aware and critical in how we use it; the true potential of System 0 will depend on our ability to guide it in the right direction.”
Reference: “The case for human–AI interaction as system 0 thinking” by Massimo Chiriatti, Marianna Ganapini, Enrico Panai, Mario Ubiali and Giuseppe Riva, 22 October 2024, Nature Human Behaviour.
DOI: 10.1038/s41562-024-01995-5

News
By working together, cells can extend their senses beyond their direct environment
The story of the princess and the pea evokes an image of a highly sensitive young royal woman so refined, she can sense a pea under a stack of mattresses. When it comes to [...]
Overworked Brain Cells May Hold the Key to Parkinson’s
Scientists at Gladstone Institutes uncovered a surprising reason why dopamine-producing neurons, crucial for smooth body movements, die in Parkinson’s disease. In mice, when these neurons were kept overactive for weeks, they began to falter, [...]
Old tires find new life: Rubber particles strengthen superhydrophobic coatings against corrosion
Development of highly robust superhydrophobic anti-corrosion coating using recycled tire rubber particles. Superhydrophobic materials offer a strategy for developing marine anti-corrosion materials due to their low solid-liquid contact area and low surface energy. However, [...]
This implant could soon allow you to read minds
Mind reading: Long a science fiction fantasy, today an increasingly concrete scientific goal. Researchers at Stanford University have succeeded in decoding internal language in real time thanks to a brain implant and artificial intelligence. [...]
A New Weapon Against Cancer: Cold Plasma Destroys Hidden Tumor Cells
Cold plasma penetrates deep into tumors and attacks cancer cells. Short-lived molecules were identified as key drivers. Scientists at the Leibniz Institute for Plasma Science and Technology (INP), working with colleagues from Greifswald University Hospital and [...]
This Common Sleep Aid May Also Protect Your Brain From Alzheimer’s
Lemborexant and similar sleep medications show potential for treating tau-related disorders, including Alzheimer’s disease. New research from Washington University School of Medicine in St. Louis shows that a commonly used sleep medication can restore normal sleep patterns and [...]
Sugar-Coated Nanoparticles Boost Cancer Drug Efficacy
A team of researchers at the University of Mississippi has discovered that coating cancer treatment carrying nanoparticles in a sugar-like material increases their treatment efficacy. They reported their findings in Advanced Healthcare Materials. Over a tenth of breast [...]
Nanoparticle-Based Vaccine Shows Promise in Fighting Cancer
In a study published in OncoImmunology, researchers from the German Cancer Research Center and Heidelberg University have created a therapeutic vaccine that mobilizes the immune system to target cancer cells. The researchers demonstrated that virus peptides combined [...]
Quantitative imaging method reveals how cells rapidly sort and transport lipids
Lipids are difficult to detect with light microscopy. Using a new chemical labeling strategy, a Dresden-based team led by André Nadler at the Max Planck Institute of Molecular Cell Biology and Genetics (MPI-CBG) and [...]
Ancient DNA reveals cause of world’s first recorded pandemic
Scientists have confirmed that the Justinian Plague, the world’s first recorded pandemic, was caused by Yersinia pestis, the same bacterium behind the Black Death. Dating back some 1,500 years and long described in historical texts but [...]
“AI Is Not Intelligent at All” – Expert Warns of Worldwide Threat to Human Dignity
Opaque AI systems risk undermining human rights and dignity. Global cooperation is needed to ensure protection. The rise of artificial intelligence (AI) has changed how people interact, but it also poses a global risk to human [...]
Nanomotors: Where Are They Now?
First introduced in 2004, nanomotors have steadily advanced from a scientific curiosity to a practical technology with wide-ranging applications. This article explores the key developments, recent innovations, and major uses of nanomotors today. A [...]
Study Finds 95% of Tested Beers Contain Toxic “Forever Chemicals”
Researchers found PFAS in 95% of tested beers, with the highest levels linked to contaminated local water sources. Per- and polyfluoroalkyl substances (PFAS), better known as forever chemicals, are gaining notoriety for their ability [...]
Long COVID Symptoms Are Closer To A Stroke Or Parkinson’s Disease Than Fatigue
When most people get sick with COVID-19 today, they think of it as a brief illness, similar to a cold. However, for a large number of people, the illness doesn't end there. The World [...]
The world’s first AI Hospital, developed in China is transforming healthcare
Artificial Intelligence and its developments have had a revolutionary impact on society, and healthcare is not an exception. China has made massive strides in AI integrated healthcare, and continues to do so as AI [...]
Scientists Rewire Immune Cells To Supercharge Cancer-Fighting Power
Blocking a single protein boosts T cell metabolism and tumor-fighting strength. The discovery could lead to next-generation cancer immunotherapies. Scientists have identified a strategy to greatly enhance the cancer-fighting abilities of the immune system’s [...]