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4MachineLearning is a focused search engine and resource hub for Machine Learning. We combine multiple specialized indexes, relevance signals, and AI-assist features to help researchers, engineers, students, and decision makers find ML content more efficiently. Use the search to locate papers, datasets, code, preprints, tutorials, tools, and vendor offerings tailored to ML workflows. Part of the 4SEARCH network of topic specific search engines.
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How Machines Draw the Line: A Beginner's Guide to Regression
3+ hour, 23+ min ago (249+ words) You want to predict the price of a house. You have the square footage, the number of rooms, and the neighborhood, as well as a thousand past sales to learn from. How does a machine turn that pile of numbers…...
Computer Vision-Based Worker Safety Compliance
3+ hour, 31+ min ago (352+ words) How AI Is Transforming Workplace Safety in Real Time Worker safety continues to be one of the biggest problems within many sectors like construction, manufacturing, mining, and logistics despite having strict policies and safety courses. There is still an accident…...
Understanding Sarcasm in Generative AI Models: How Chat GPT Interprets Human Intent
3+ hour, 57+ min ago (1182+ words) Human communication is rarely literal. We often use humor, irony, exaggeration, and sarcasm to express emotions indirectly. A phrase such as "Great, my laptop crashed right before submission" appears positive on the surface, yet clearly conveys frustration. For humans, understanding…...
30 Years After Cornell: Rediscovering the Boltzmann Distribution
22+ min ago (533+ words) This year marks my 30th year since graduating from Cornell with a degree in Applied and Engineering Physics. Thirty years is a long time. Long enough to build a career, to become a "trusted advisor," to give talks, to ship systems,…...
How to Use Qwen3. 635 B-A3 B as Your Agentic Coding Teammate
1+ hour, 44+ min ago (163+ words) Most "AI coding" today is autocomplete with extra steps. Qwen3. 635 B-A3 B is interesting because it actually behaves like a junior engineer who can read your repo, run tools, and refactor non-trivial codebases. Before models like this, using LLMs for coding meant…...
10 ML eval myths (and what actually predicts real-world loss)
2+ hour, 50+ min ago (158+ words) 10 ML eval myths that mislead teams in production, plus the metrics, slices, and validation patterns that better predict real-world loss. We've all seen it. A model posts a lovely validation score, clears review, ships with confidence " and then quietly bleeds…...
Artificial intelligence apps save taxpayer money in treasurer's office
3+ day, 6+ hour ago (183+ words) (The Center Square) " Artificial intelligence implementation in daily department workflow for the Department of State Treasurer will continue, says first-term Republican Brad Briner. His office began a year ago trying a pilot program using Chat GPT. Multiple artificial intelligence engines…...
How Artificial Intelligence Can Accelerate Power Delivery to the U. S. Grid
2+ week, 3+ day ago (1137+ words) The power industry's trusted source for generation technology, O&M, and legal & regulatory news for coal, gas, nuclear, hydro, wind & solar power plants; power jobs Power demand in the U. S. is rising faster than the grid was designed to accommodate, driven…...
Artificial Intelligence (AI) Is Driving a New Wave of Infrastructure Spending. This Stock Is Key.
3+ mon, 1+ week ago (559+ words) This AI infrastructure company provides an overlooked but critical resource to data centers, and is set for a growth spurt because of it. Most of the investment talk about artificial intelligence (AI) infrastructure is focused on semiconductor chips for high-end…...
Hybrid modeling strategy based on deep learning surrogate models enables accurate multi-objective optimization of iso-octanol oxidation
1+ week, 3+ day ago (818+ words) Researchers have developed a hybrid surrogate model for iso-octanol oxidation to iso-octanal that integrates data-driven approaches with chemical equations grounded in mass transfer, heat transfer, momentum transfer, and reaction engineering. By establishing a precise mechanistic model based on an Aspen…...