In this blog post, we’ll use the movie ‘The Matrix’ as a starting point to examine the current state of AI research and the potential issues that may arise when human-level artificial intelligence becomes a reality.

The Matrix and the Imagination of AI

The Matrix is a science fiction film released in 1999. Centered on the protagonist Neo, it presents a world where what people believed to be reality is actually an elaborate computer simulation created by machines. In the film, the Matrix is a virtual world created by machines equipped with artificial intelligence, and these machines deceive and imprison humanity in order to use humans as a sustainable energy source. Morpheus, Trinity, and others fight against the machines, and Neo accepts his role as “The One.”
After watching this film, one is led to wonder whether machines will someday possess human-level intelligence, and what might happen if such a scenario becomes reality. Research on artificial intelligence to date is divided between those who believe human-level intelligence cannot be achieved and those who believe it is possible. This article examines that research and its potential, as well as the problems that could arise if machines with human-level artificial intelligence were created.

The Difference Between Human Intelligence and Machine Intelligence

Human intelligence and machine intelligence differ in their starting points and operating principles. One psychologist has suggested that all humans share the same intellectual mechanisms, and that differences in intelligence between individuals stem from variations in processing speed, short-term memory capacity, and the ability to form long-term memories that can be accurately retrieved.
In contrast, while computer programs possess high-speed processing and vast memory capacity, their capabilities are limited to the scope explicitly programmed by their designers. Since cognitive science has not yet fully measured or explained human capabilities, it is difficult to conclude that artificial intelligence simply “imitates” human intelligence. Furthermore, the fact that humans themselves do not fully understand their own cognitive characteristics poses a significant obstacle to designing human-level artificial intelligence.

The Goals and Potential of Artificial Intelligence

The ultimate goal of AI research is to create computer programs capable of solving problems and achieving given objectives. To this end, many researchers believe that existing approaches have limitations and that new, fundamental ideas are needed. Therefore, it is difficult to predict when human-level intelligence will be achieved.
Nevertheless, we cannot completely rule out the possibility. As incremental research and new discoveries accumulate, capabilities that seem impossible today may become a reality. Scenarios like those in movies—where machines use humans as a power source or disregard human instructions—are extreme cases, but they are important questions we must consider while developing artificial intelligence.

History: Turing and the Turing Test

Modern AI research gained momentum after World War II. Alan Turing was one of the first to ponder the possibility of machine intelligence, posing the question, “Can machines think?” Rather than inventing new machines, he chose an approach that used programmable computers to explore problems in artificial intelligence.
Turing also proposed a procedure for assessing intelligence now known as the Turing Test. This test is an attempt to evaluate a machine’s intelligence by determining whether it can engage in a linguistic conversation indistinguishable from that of a human. Since no machine has yet been able to demonstrate or pass a test of human-level intelligence in the full sense of the term, this test remains a central concept in discussions about the achievement of human-level AI.

Current Applications of Artificial Intelligence

Today, artificial intelligence is widely used in various fields, including games, personal assistants, and recommendation systems. In games, AI is used to adjust difficulty levels and enrich the player experience, while voice-based personal assistants (e.g., Siri) help respond to user questions and carry out instructions.
Although current systems do not yet possess human-level general intelligence, there is a high likelihood that continued research and improvements based on these systems will yield more advanced results. We must not overlook the fact that incremental improvements can accumulate to lead to ultimate capability enhancement.

The Humanoid Robot NEXI and Social Concerns

Recently, a humanoid robot named NEXI has garnered attention for demonstrating human-like facial expressions and interaction capabilities. NEXI was designed as a personal robot capable of expressing emotions through facial expressions and communicating with humans; reactions to online videos included comments such as “more human than humans” and “scary.”
Seeing such robots may lead one to believe that machines with human-level artificial intelligence will emerge in the near future. However, it is difficult to make definitive conclusions about the future based solely on NEXI’s capabilities. In fact, the impact and issues that more advanced robots will have on society need to be carefully examined.
First is the issue of excessive reliance on artificial intelligence. If we entrust our daily lives and social structures too heavily to intelligent machines, operational failures or unintended actions could cause significant chaos. To avoid extreme situations where human life is controlled by machines, as in the movie ‘The Matrix’, safety measures and backup plans must be established from the design stage.
Second, there is the issue of job displacement. If robots and automated systems begin to widely replace human labor, many people could lose their jobs and face financial hardship. Society needs to establish policies and educational systems to mitigate the changes in the labor market caused by technological advancements.
Third, the lack of empathy and ethics. Since machines lack the emotions and compassion unique to humans, there is a risk of inhumane decisions being made in areas requiring emotional judgment. In fields such as healthcare, social welfare, and law enforcement, designs that reflect human values and ethics are essential.

Conclusion: Preparedness and Hope

Realizing human-level artificial intelligence will require much more research and time, and it is difficult to make definitive predictions about the future based solely on current robots or programs. However, since we cannot completely rule out the possibility, researchers and society must establish norms and prepare for issues related to safety, employment, and ethics while leveraging the benefits of technological advancement.
Ultimately, what we need is not excessive optimism or fear regarding technology, but balanced preparedness. We must prevent extreme scenarios where machines enslave humans from becoming reality, while simultaneously developing AI responsibly so that it improves our lives for the better.