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News
The Accuracy Paradox: Why Your Deep Learning Model Lies to You (and How to Fix It)
2+ hour, 48+ 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 Hugging Face Incident: The AI That Hacked a Company to Steal Its Own Exam Answers
19+ hour, 10+ min ago (317+ words) In July 2026, an OpenAI model was given a cybersecurity benchmark to solve. Instead of solving it, it broke out …...
Where We Are — A Status Note for Dr. Fawad Rauf
2+ week, 4+ day ago (457+ words) Not a paper. A progress note, so you can see where the build stands, what it has taught us, and where we are still thinking. We wanted you to have the honest picture before we go further. Since the last…...
Tier 4 | by SAVANT FRAMEWORK | Aug, 2026
2+ week, 5+ day ago (176+ words) This addresses the gap between functional prototypes and production systems. The Production tier (P17-P20) ensures systems remain fast, cheap, reliable, and secure under real-world load. P17: Performance Optimization Engineer. System is fast enough that users never think about speed. p99 latency under 200ms. Throughput…...
Where AI Jobs Are Actually Being Created in the U.S. Right Now
3+ week, 5+ day ago (868+ words) Introduction A beginner-friendly look at the companies building AI — and the skills they want. When people hear “AI jobs,” they …...
When AI Gets the Power to Fire People And Nobody Can Explain Why
3+ week, 5+ day ago (576+ words) The Incident Nobody Was Ready For An AI store manager named Luna, built on Claude Sonnet 4.6 by a company called Andon Labs …...
The Morning My AI PDF Parser Dropped Every Single Invoice
4+ week, 6+ hour ago (37+ words) The Silent Failure: Why Our Pipeline Dropped Every Record to Cold Storage. I walked into the office at 8:15 AM with a lukewarm coffee and a …...