AI Aces the Test, But Can It Make the Grade? Why Classification Isn’t Decision-Making

We constantly hear about AI’s incredible feats: identifying cats in photos better than your cousin Kevin, translating languages on the fly, even spotting diseases on medical scans. AI models, especially those powered by Deep Learning, are phenomenal classifiers. They can look at data and yell “CAT!” or “SPAM!” or “POTENTIAL TUMOR!” with astonishing accuracy. But …

Read more

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 …

Read more

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 …

Read more

ChatGPT Does Ghibli: The Rise of AI Anime Art and What It Means

A new creative craze has hit the internet: people are using ChatGPT’s latest image-generation powers to produce Studio Ghibli-style artwork on demand. Lush green forests, whimsical spirits, and sun-dappled meadows reminiscent of My Neighbor Totoro and Spirited Away are appearing with just a few typed prompts. This trend combines cutting-edge AI with a beloved animation …

Read more