The Double-Edged Scroll: When AI Companions Become Complications

In the quiet glow of a screen, a conversation unfolds. It’s responsive, unfailingly agreeable, and available 24/7. For a growing number of individuals, this interaction isn’t with a human friend or confidante, but with an Artificial Intelligence (AI) chatbot. These digital entities are rapidly becoming fixtures in our lives, offering a semblance of companionship, instant …

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Understanding Probability Distributions: The Language of Uncertainty

In the real world, outcomes are rarely certain. Will it rain tomorrow? Will a stock price go up? Will a user click on an ad? Probability theory provides the mathematical framework for reasoning about uncertainty, and at the heart of this framework lies the concept of a probability distribution. A probability distribution is a fundamental …

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AI Brains or Clever Parrots? Unpacking How LLMs ‘Reason’

Have you ever noticed how your brain effortlessly maps out the fastest route to work—or zeroes in on the murderer halfway through a mystery novel? That’s reasoning in action: the invisible yet powerful mental machinery we use to draw conclusions, make decisions, and understand the world. Now, imagine machines doing the same thing. In recent …

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