Ideas on AI and data
Practical guides, trends and behind-the-scenes from people who live and breathe artificial intelligence and data.
Artificial IntelligenceWhy AI makes things up (hallucination) and how not to fall for it
AI sometimes answers with total confidence things it simply made up. Understand why artificial intelligence hallucinates, where it happens most and a practical checklist to not fall for it.
From hype to usefulness: how to measure the ROI of AI
Almost everyone adopted AI, but few measure whether it actually pays off. Here is a simple method to calculate the ROI of artificial intelligence at work, the costs nobody adds up and the metrics that only fool you.
AI for hype vs AI for productivity: the difference between posting and producing
Some people use AI to look modern, others use it to produce more and better. Understand the difference between using artificial intelligence for hype and using it as a real productivity booster, and how to make the switch.
Will AI Take Your Job? What Meta Laying Off 8,000 People Really Teaches
Meta laid off around 8,000 people betting on AI, but Zuckerberg himself admitted the tech hasn't delivered as expected. The real story is less apocalyptic and far more useful for your career.
Model Distillation: How One AI Learns by "Copying" Another (and Why It Sparked a US-China Fight)
How can a cheap AI model be almost as good as one that cost billions? Sometimes it learned by copying. Understand model distillation and the case that put the US and China on a collision course.
What Is an AI "Harness"? The Invisible Piece That Takes AI From Chatting to Doing
There is a huge difference between an AI that only answers and one that does. What separates them is a quiet piece: the harness. Learn in plain language what it is and why it matters so much.
What Are Transformers? The AI Architecture Behind ChatGPT, Explained for Beginners
In 2017, Google introduced the Transformer, the idea that changed artificial intelligence forever. Learn in plain language what Transformers are, how they work, and why they are the heart of ChatGPT and Gemini.
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