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News
AI Decision Making: The Day Machines Stopped Asking Humans for Permission — WhatIfScience
1+ hour, 2+ min ago (28+ words) AI decision making is quietly becoming one of the most important technological developments of the 21st …...
The Accuracy Paradox: Why Your Deep Learning Model Lies to You (and How to Fix It)
3+ hour, 30+ min ago (222+ words) Imagine building an AI system that boasts an impressive 77.16% mean accuracy. You pull the trigger, deploy it to a production pipeline, and confidently assume it’s filtering out junk while surfacing…...
The AI Productivity Trap Why Using More AI Tools Can Make You Less Productive
10+ hour, 33+ min ago (33+ words) You didn’t get lazier. Your toolkit got louder than your thinking. Open your laptop right now and count your …...
Continuous Casting Needs More Than Automation: It Needs a Hybrid Digital Twin
11+ hour, 55+ min ago (1218+ words) How first-principles heat transfer and solidification, plant data, state estimation, machine learning, predictive control and operator-focused decision support can make slab, bloom and billet casting more observable, explainable and actionable....
Data Leakage in Machine Learning: Why a 95% AUC Can Collapse to 68% in Production
13+ hour, 45+ min ago (953+ words) A practical guide to temporal leakage, target leakage, duplicate leakage, data drift, label shift, and point-in-time …...
Where the Model Is Genuinely Load-Bearing
21+ hour, 32+ min ago (89+ words) Once you’ve accepted that the model belongs where being wrong is cheap and that its job is to produce artifacts code executes, a useful question follows …...
If your system is too efficient, something has gone wrong
1+ day, 9+ min ago (318+ words) Or why the most problematic system isn’t one that breaks, it’s one that works better than expected Every system optimises for something …...
A Cardiac Imaging Model That Doesn’t Flinch at a New Scanner
1+ day, 4+ hour ago (34+ words) My Google Summer of Code 2026 journey with ML4SCI: building a more robust way to measure heart disease risk from CT scans. Contributor …...
Risks of artificial intelligence are getting harder for Congress to ignore
1+ day, 18+ hour ago (35+ words) The latest artificial intelligence warnings have sparked new urgency in Congress to resolve an issue it has struggled with for years. Lawmakers have intensely debated how to put safeguards around increasingly powerful AI models without…...
AI Agents Are Passing Every Benchmark. They’re Still Failing at the One Thing That Matters.
1+ day, 5+ hour ago (216+ words) Agent benchmarks are saturating and gameable, while production data shows a 56.6% real-world success rate. Here's why the scores you see on a leaderboard barely predict what happens in deployment. AI Agents Are Passing Every Benchmark. They’re Still Failing at the…...