When faced with a completely new problem, the decision to trust AI or Human intuition depends on several factors. If the problem is well-defined, structured, and falls within the capabilities of existing AI models, leveraging AI might be a reasonable choice. It excels at tasks with clear patterns and large datasets. However, AI heavily relies on data. So, if  there is sufficient high-quality data available to train a model for the specific problem, and the problem is data-driven, AI could be a strong contender. Neverless, in the absence of relevant data, or if the available data is insufficient or biased, human intuition becomes more  critical.

Another variable to consider would be the complexity and/or uniqueness of the problem: for complex problems that involve multiple variables, nuanced understanding, or require creative solutions, human intuition may outperform AI, especially if the problem lacks clear guidelines or historical data.

Human intuition also has the advantage of adaptability and  the ability to learn from experience rapidly. In situations where the  problem is evolving or dynamic, human intuition's adaptability can be  crucial. AI models may struggle with rapid adaptation if not continuously retrained with new data.

One last variable to consider is the level of risk associated with the problem. If the consequences of an error are high, human intuition may be preferred for its ability to exercise judgment, empathy, and ethical decision-making.

Obviously, the optimal approach often involves a thoughtful  combination of AI and human intuition, each contributing its unique strengths to solving the problem at hand.

However, is there any specific field where Human intuition should be clearly trusted more?

The Human Intuition Advantage.

There are several fields where human intuition tends to outshine AI, and trusting human judgment is often considered more appropriate. Some of these fields include:

• Creative Arts: 

Fields such as music, visual arts, literature, and design often involve a high degree of creativity and subjective interpretation. Human intuition, with its ability to generate novel ideas, emotions, and aesthetic judgments, is crucial in these domains.

• Ethics and Morality: 

Making  ethical decisions, considering moral implications, and navigating complex moral dilemmas require nuanced understanding and empathy. Human intuition, shaped by cultural, social, and personal values, plays a vital role in ethical reasoning.

• Leadership and Management: 

Leadership involves making decisions in ambiguous situations, understanding the emotional dynamics of a team, and inspiring others. Human intuition is often key in making effective leadership decisions and understanding the subtle nuances of interpersonal relationships.

• Negotiation and Conflict Resolution: 

Human  intuition excels in understanding the emotions, motivations, and dynamics involved in negotiations and conflict resolution. The ability to read non-verbal cues and adapt strategies based on the human context is crucial in these situations.

• Innovative Problem-Solving: 

Solving novel or unconventional problems that lack clear patterns or precedents often requires creative thinking and intuition. Human intuition can play a significant role in generating innovative solutions and adapting to unforeseen challenges.

• Crisis Management: 

During crises or emergencies, decision-makers often need to navigate rapidly changing situations, consider unpredictable variables, and respond with empathy. Human intuition, informed by experience and emotional  intelligence, is invaluable in these high-stakes scenarios.

• Personal Relationships and Counseling: 

Understanding and responding to the emotional needs of individuals, providing  counseling, and offering support in personal relationships are areas where human intuition, empathy, and emotional intelligence are essential.

• Artificial General Intelligence (AGI) Development: 

In  the field of AGI development, where the goal is to create machines with general intelligence comparable to humans, human intuition is crucial.  Understanding the broader societal, ethical, and existential implications of AGI development requires human judgment.

So, if you are working in one of those, you are safe, for now!  While AI excels in tasks that involve processing large amounts of data,  recognizing patterns, and making predictions based on historical  information, it may lack the depth of understanding, empathy, and creativity that human intuition brings to certain contexts.