We are essentially agents of our own lives. The feeling of being in control of our thoughts, translated into actions that shape our world, is fundamental to our sense of self. Called a neuroscientist, this “sense of agency” is not just a philosophical concept, but a complex and important brain function. It is a subtle, unspoken feeling that “I” is what causes things. But what if the very tools we have built to enhance our lives quietly erode this basic human experience? When we delegate more cognitive burdens to artificial intelligence, we face subtle yet serious threats: the collapse of agency.
Brain Author Loop
The human brain is a highly adaptable organ. Our sense of agency is complicatedly related to its predictive ability. When we decide to act, our brains predict the outcome of our senses. When results match our predictions, our sense of agency is enhanced. This process involves networks of brain regions, such as motor areas before assisted movement, oblique parietal muscles of the horns, and cerebellum. It is a constant self-affirming loop: intention, behavior, prediction, confirmation. This gives us a sense of the author's life.
Learned psychology of helplessness
Psychology has long explored what happens when this sense of control is severed. The concept of learned helplessness, first identified in the 1960s, shows that when faced with an uncontrollable negative situation, one can learn to be passive even if the opportunity arises to change the situation. This is not a sign of a weakness. It's an adaptation that I learned. Now, let's consider the relationship with technology. Constant pings, curated feeds, automated suggestions – are we subtly conditioned to the helpless state of technical learning? The more you offload your decisions into the algorithm, the more confusing your agency's feedback loop.
Four stages of agency collapse
This presents an acute risk of institutional collapse in the age of AI. It's not a dramatic overnight acquisition by machines, but a slow, insidious erosion of our ability to think and act independently. This collapse often progresses through four stages.
- search: We start with curiosity, experiment with new AI tools and marvel at their capabilities.
- Integration: We begin to incorporate these tools into our everyday routines and start to assess the efficiency and convenience they provide.
- dependence: Tools become an important component of your workflow. They rely on recommendations, analysis, and even creative input.
- Addiction: Without an AI assistant I was worried and lost. Our trust in our own judgment is declining and we may accept the output generated by AI without critical evaluation.
Systematic risks to leadership and innovation
This progress is a concern for individuals, but it is a serious threat to businesses and leadership. Leaders with a strong sense of personal institutions are usually more decisive, resilient and inspiring. They believe in their ability to shape results. But what happens when a generation of leaders is raised in an AI-led decision support diet? We develop an overly careful leadership style, relying on data on the paralysis points of analytics, and risking the risk of missing an intuitive, creative leap that drives true innovation.
From a systems thinking perspective, the widespread attenuation of individual institutions has a cascade effect. An organization is a complex system of interacting agents. If these agents are less autonomous and rely on central intelligence (whether human or artificial), the entire system is less resilient, less adaptable, and vulnerable to systematic errors. A single flaw in AI logic can be amplified across organizations with catastrophic consequences. A symbiotic relationship with AI needs to be promoted. This is not reinforced by human and machine intelligence, but rather one another. This requires what some people call AI thinking, a framework for understanding and interacting with AI systems in ways that preserve and enhance human abilities. But even more importantly, a deliberate investment in hybrid intelligence is required to consciously curate the symbiosis of nature and artificial intelligence.
Calling for cognitive behavior
The challenge is not to reject AI, but to be genuinely involved in it. We must treat our agents as a result of muscles that require regular exercise. The convenience of AI is fascinating, but the unthinkable cost of trust is the atrophy of our most important human teachers. So how do we counter this trend? Here are some practical frameworks to keep in mind:
- Please be careful. Recognize that the collapse of agents is a real phenomenon. Actively monitor your own dependence on AI and question whether it is augmenting or replacing your capabilities.
- I'll regain your judgment. Before consulting with AI, make a conscious effort to form your own opinions and make decisions. Use AI not as a primary source of truth, but as a tool for verification and extension.
- We actively seek innovativeness. Go outside the algorithm's comfort zone. Explore new ideas, read books and articles from sources you don't usually encounter, and engage in activities that require creative, unstructured problem solving.
- Asserts accountability. As leaders, we need to build a system that keeps humans in a loop. Human accountability for AI support decisions is unnegotiable. This means you can understand how AI works, explain its recommendations, and take responsibility for the final outcome.
- It develops your neural pathways. Engage in activities that strengthen cognitive abilities. Learn new skills, practice mindfulness, and engage in deep, intensive tasks that challenge the brain. The more you exercise your mind, the more resilient your agency's senses become.
The future of work and leadership in the age of AI is defined by the ability to balance delicately. We must embrace the power of artificial intelligence without sacrificing our own core. For now, the choice remains ours. Let's be conscious.
