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Understanding Artificial Intelligence
At the Intersection of Artificial Intelligence and Human Intellect
The Dual Forces of Artificial Intelligence
Guided Lessons for AI: Supervised Learning
A prevalent approach to artificial intelligence involves presenting the AI with both a problem and its solution. By offering it a test alongside the answers, we allow it to deduce the methods to solve similar questions.
Navigating Without a Map: Unsupervised Learning
Alternatively, we can challenge AI by providing only the problem without its solution. This begs the question: What will the AI discern on its own, and what outcomes will it generate?
When AI is handed both the problem and its solution, it's engaging in supervised learning. Conversely, when it's only presented with the problem or an ambiguous one at that, it's delving into unsupervised learning.
The Confluence of Two Paradigms
Together, supervised and unsupervised learning form the twin pillars, the dual forces, driving the evolution of artificial intelligence.
Charting the Future with Artificial Intelligence
While a vast array of global challenges resist solutions from AI built solely on supervised learning, our aspirations for AI stretch beyond merely mimicking human abilities. The vision is to transcend human constraints. Yet, this leap requires AI not to function in isolation, but in tandem with human intellect.
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