Description
I, Mohammed Alothman, will discuss the concept of AI thinking-that is, how it works and how it differs from human cognition and what changes the capabilities we have developed so far have been bringing to industries and redrawing the boundaries of what is possible in problem-solving.
As we stand at the threshold of further advancement in AI, demystifying such concepts can help us embrace the promise of this technology.
We at AI Tech Solutions argue that while AI is itself very intelligent, it is a process that is highly ordered in its behavior and, hence, vastly different from human cognition. The question is not whether the thought process of the person who builds the AI is intelligence but how the peculiarities of the AI enhance the intelligence of the person who builds it to address complex problems.
The word thinking evokes ideas of consciousness, creativity, and empathy - all characteristics of the human mind. So when people speak about AI thinking, they tend to assume that AI may be imbued with similar awareness. But AI works entirely differently.
AI reasoning is computation based or relies on algorithms and ways of machine learning. No thoughts of emotions, intuition, reflection apply. Instead, it includes the processing of data. Data patterns are found along with results produced as prescribed by rules developed by humankind.
For example, natural language processing can make AI read text and process it smartly. However, it does not mean that it understands the text like a human being. It only takes inputs, correlates them with data that it learned, and then gives an output.
AI systems are excellent at pattern recognition through machine learning and deep learning. This makes it possible for machines to learn over time with large sets of data. AI models that will be used in health care applications will be trained to analyze patterns on medical images so as to diagnose diseases, but even better than humans might do. But this
learned skill is not a product of individualistic thinking but because an algorithm was trained over
huge data sets.
AI learns not as humans learn, so feel AI Tech Solutions, does not really learn but undergoes a sort of development that is computational in nature with no organic thought process at play. I say that as I intended to explain, we do not confuse the thought process a machine is supposed to come up with with our actual thought process.
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