The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

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Isolation Forest may look technical, but its idea is simple: isolate points using random splits. If a point is isolated quickly, it is an anomaly; if it takes many splits, it is normal. Using the tiny dataset 1, 2, 3, 9, we can see the logic clearly. We build several random trees, measure how many splits each point needs, average the depths, and convert them into anomaly scores. Short depths become scores close to 1, long depths close […]

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New algorithms enable efficient machine learning with symmetric data

New algorithms enable efficient machine learning with symmetric data

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If you rotate an image of a molecular structure, a human can tell the rotated image is still the same molecule, but a machine-learning model might think it is a new data point. In computer science parlance, the molecule is “symmetric,” meaning the fundamental structure of that molecule remains the same if it undergoes certain transformations, like rotation. If a drug discovery model doesn’t understand symmetry, it could make inaccurate predictions about molecular properties. But despite some empirical […]

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Rage Against the Machine. Or Don’t.

Rage Against the Machine. Or Don’t.

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It’s unusual to be in the situation of reviewing a book no one will like. I don’t mean that literally; a handful of people will appreciate Paul Kingsnorth’s new book, Against the Machine, probably the same people who have followed his work for the past decade. Continue Reading…

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Most Replayed Moment: Confidence Can Be Taught! Use These Body Language Cues To Your Advantage!

Most Replayed Moment: Confidence Can Be Taught! Use These Body Language Cues To Your Advantage!

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Joe Navarro is a former FBI agent and one of the world’s leading experts in body language and nonverbal communication. In this Moment, Joe reveals the hidden signals behind body language and how to use nonverbal cues, such as posture and eye contact, to your advantage in business, relationships, and beyond. Listen to the full episode with Joe Navarro on The Diary of a CEO below: Spotify: https://g2ul0.app.link/01Qhc2kbPYb Apple: https://g2ul0.app.link/NwkCj5obPYb Watch the Episodes On YouTube:https://www.youtube.com/c/%20TheDiaryOfACEO/videos Joe Navarro: https://www.jnforensics.com/

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NVIDIA CEO Drops the Blueprint for Europe’s AI Boom

NVIDIA CEO Drops the Blueprint for Europe’s AI Boom

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At GTC Paris — held alongside VivaTech, Europe’s largest tech event — NVIDIA founder and CEO Jensen Huang delivered a clear message: Europe isn’t just adopting AI — it’s building it. “We now have a new industry, an AI industry, and it’s now part of the new infrastructure, called intelligence infrastructure, that will be used by every country, every society,” Huang said, addressing an audience gathered online and at the iconic Dôme de Paris. From exponential inference growth […]

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Why SNAP Reform Needs More Than Mass Recertification

Why SNAP Reform Needs More Than Mass Recertification

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USDA Secretary Brooke Rollins promises “structural changes to SNAP” after Thanksgiving, following her controversial mass recertification proposal. But Cato’s Romina Boccia and Tyler Turman argue in a new blog post that the real problem isn’t paperwork—it’s incentives. lead , States have zero financial stake in preventing fraud because Washington pays 100% of the benefits costs. Boccia and Turman explain why block-granting SNAP and shifting fiscal responsibility to states would actually strengthen program integrity. If you’d like to set up an interview […]

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Ten years

Ten years

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OpenAI reflects on ten years of progress, from early research breakthroughs to widely used AI systems that reshaped what’s possible. We share lessons from the past decade and why we remain optimistic about building AGI that benefits all of humanity.

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AI and machine learning for engineering design

AI and machine learning for engineering design

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Artificial intelligence optimization offers a host of benefits for mechanical engineers, including faster and more accurate designs and simulations, improved efficiency, reduced development costs through process automation, and enhanced predictive maintenance and quality control. “When people think about mechanical engineering, they’re thinking about basic mechanical tools like hammers and … hardware like cars, robots, cranes, but mechanical engineering is very broad,” says Faez Ahmed, the Doherty Chair in Ocean Utilization and associate professor of mechanical engineering at MIT. “Within mechanical […]

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