Hybrid Intelligence How Hybrid Intelligence Is Augmenting Human
A new book looks at how the integration of artificial and human intelligence will impact individuals, organizations, and society. In their new book, “SuperShifts: Transforming How We Live, Learn, and Work in the Age of Intelligence,” Ja-Naé Duane and Steve Fisher look at how emerging technologies create opportunities for transformation and even the... Among these transformations is what they call “IntelliFusion,” or “the convergence and seamless integration of artificial intelligence with human intelligence, blurring the boundaries between machine and human cognition and giving rise to hybrid intelligence... Duane, a behavioral scientist, is the faculty director of Brown University’s Innovation Management and Entrepreneurship program and an academic research fellow at the MIT Center for Information Systems Research. Fisher is an entrepreneur and futurist. In the excerpt below, the authors discuss how the integration of AI and human intelligence will impact individuals, organizations, and society.
Hybrid Intelligence, an emerging field at the intersection of human intellect and artificial intelligence (AI), is redefining the boundaries of what can be achieved when humans and machines collaborate. This synergy leverages the creativity and emotional intelligence of humans with the computational power and efficiency of machines. Let’s explore how hybrid intelligence is augmenting human capabilities, with real examples and its impacts on the human workforce. Hybrid intelligence is not just about AI assisting humans; it's a deeper integration where both sets of intelligence complement each other’s strengths and weaknesses. While AI excels in processing vast amounts of data and pattern recognition, it lacks the emotional intelligence, creativity, and moral reasoning humans possess. Hybrid systems are designed to capitalize on these respective strengths, leading to outcomes that neither could achieve alone.
In the healthcare sector, hybrid intelligence is enhancing diagnostic accuracy and treatment efficiency. IBM’s Watson Health, for example, assists doctors in diagnosing and developing treatment plans for cancer patients. By analyzing medical literature and patient data, Watson provides recommendations based on the latest research, which doctors then evaluate and contextualize based on their professional judgment and patient interaction. In finance, hybrid systems are being used for more nuanced and sophisticated risk assessment. JPMorgan Chase’s COiN platform uses machine learning to interpret commercial loan agreements, a task that previously consumed 360,000 hours of work each year. This AI tool provides a rapid preliminary analysis, which financial experts review and finalize, ensuring accuracy and compliance with complex regulations.
In the realm of creativity, AI is not replacing but augmenting human ingenuity. AIVA (Artificial Intelligence Virtual Artist), an AI composer, creates musical pieces used in films and video games. These compositions are often further refined and enriched by human composers, creating a harmonious blend of AI-generated ideas and human creativity. The following article was written by Dr. Cornelia C. Walther, a visiting scholar at Wharton and director of global alliance POZE.
A humanitarian practitioner who spent over 20 years at the United Nations, Walther’s current research focuses on leveraging AI for social good. Imagine a neurosurgeon who faces a complex, high-risk brain surgery. Despite years of experience, the case presents unpredictable variables. Instead of relying solely on intuition, she turns to an AI-powered surgical assistant, which analyzes millions of similar cases in seconds, predicting complications and suggesting the most precise approach. As she operates, her expertise guides the procedure while the AI continuously adjusts recommendations in real time based on the patient’s vitals. When an unexpected complication arises, the AI flags an anomaly milliseconds before human detection, allowing the surgeon to act instantly and save the patient’s life.
The AI extended the human’s capabilities without replacing her judgment. This is hybrid intelligence (HI) in action — natural and artificial intelligence working together, amplifying strengths, compensating for weaknesses, and achieving what neither could alone. By understanding and harnessing HI, organizations can move beyond incremental efficiency gains to unlock strategic, sustainable outcomes that future-proof the enterprise while improving the well-being of the people involved. In the following sections, I explain how the multidimensional set-up of natural intelligence intertwines with AI to create HI, and provide a practical framework to help organizations leverage these ideas systematically and cost-effectively. Let’s start with a quick overview of the primary forms of intelligence referenced in this article: Reading Time: 4 minutesWhat would happen if human intellect synergized with artificial intelligence (AI) capabilities?
How would this occur? What would be necessary? These and other questions can be answered within a new paradigm: Hybrid Intelligence. Although many types of intelligence exist (e.g., emotional, spatial, intrapersonal, interpersonal), this article deals with three intelligence concepts: artificial (AI), human, and hybrid. Before defining hybrid intelligence, it is necessary to understand the particularities of human and artificial intelligence definitions. According to the RAE (n.d.), the word intelligence refers to the “ability to understand or comprehend; ability to solve problems.”
Human intelligence allows individuals to understand, reason, learn, solve problems, analyze situations and stimuli, create, and imagine. Some distinguishing characteristics of human intelligence are: Artificial intelligence (AI) can be defined according to theoretical, practical, or philosophical perspectives. However, the theoretical one, taken as more general, describes AI as a field of research and development that builds computational systems that simulate human learning, understanding, problem-solving, decision-making, creativity, and autonomy to perform tasks. Andy Nguyen, University of Oulu[email protected] Michail Giannakos, Norwegian University of Science and Technology (NTNU)[email protected]
Vassilis Kostakos, University of Melbourne[email protected] Alexander Richter, Victoria University of Wellington[email protected] Matthias Söllner, University of Kassel[email protected] At the recent AIBC Sigma event, Dr. Angelo Dalli, a distinguished AI thought leader and the scientific director of CSAI, presented an eye-opening keynote on the transformative future of artificial intelligence. His talk highlighted “Hybrid Intelligence,” a game-changing approach where AI moves from mere automation to becoming an essential partner in human decision-making.
Dr. Dalli’s insights emphasize that AI’s next frontier isn’t about replacing human intuition but enhancing it to achieve high-impact results. In this article, we’ll explore the principles of Hybrid Intelligence, its benefits in real-world applications, and its potential to reshape industries from finance to online gaming. Hybrid Intelligence represents a major evolution in applied AI, taking it beyond traditional data processing and automation. Unlike conventional AI, which primarily crunches numbers and identifies patterns, Hybrid Intelligence involves AI systems that can reason, adapt, and collaborate with human intuition. This new form of AI isn’t just an advanced tool but a strategic partner that aligns with human decision-making processes.
By uniting machine accuracy with human insight, Hybrid Intelligence in AI redefines how technology integrates into complex, real-world environments. In Dr. Dalli’s words, it’s about “amplifying human potential” through an AI system that understands context, builds transparency, and aligns with ethical standards. Applied AI: Real-World Context and Relevance
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A New Book Looks At How The Integration Of Artificial
A new book looks at how the integration of artificial and human intelligence will impact individuals, organizations, and society. In their new book, “SuperShifts: Transforming How We Live, Learn, and Work in the Age of Intelligence,” Ja-Naé Duane and Steve Fisher look at how emerging technologies create opportunities for transformation and even the... Among these transformations is what they call ...
Hybrid Intelligence, An Emerging Field At The Intersection Of Human
Hybrid Intelligence, an emerging field at the intersection of human intellect and artificial intelligence (AI), is redefining the boundaries of what can be achieved when humans and machines collaborate. This synergy leverages the creativity and emotional intelligence of humans with the computational power and efficiency of machines. Let’s explore how hybrid intelligence is augmenting human capabil...
In The Healthcare Sector, Hybrid Intelligence Is Enhancing Diagnostic Accuracy
In the healthcare sector, hybrid intelligence is enhancing diagnostic accuracy and treatment efficiency. IBM’s Watson Health, for example, assists doctors in diagnosing and developing treatment plans for cancer patients. By analyzing medical literature and patient data, Watson provides recommendations based on the latest research, which doctors then evaluate and contextualize based on their profes...
In The Realm Of Creativity, AI Is Not Replacing But
In the realm of creativity, AI is not replacing but augmenting human ingenuity. AIVA (Artificial Intelligence Virtual Artist), an AI composer, creates musical pieces used in films and video games. These compositions are often further refined and enriched by human composers, creating a harmonious blend of AI-generated ideas and human creativity. The following article was written by Dr. Cornelia C. ...
A Humanitarian Practitioner Who Spent Over 20 Years At The
A humanitarian practitioner who spent over 20 years at the United Nations, Walther’s current research focuses on leveraging AI for social good. Imagine a neurosurgeon who faces a complex, high-risk brain surgery. Despite years of experience, the case presents unpredictable variables. Instead of relying solely on intuition, she turns to an AI-powered surgical assistant, which analyzes millions of s...