UAE launches AI-driven platform to identify and develop future government talent - Indiatimes
UAE launches AI-driven platform to identify and develop future government talent Indiatimes
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AI subscriptions are subsidized. Here's what happens when that stops.
Right now, every time you send a query to ChatGPT, Claude, or Gemini, the company behind it is losing money on you. Not breaking even. Losing money. OpenAI spent $1.69 for every dollar of revenue it generated in 2025 and is projecting $25 billion in cash burn this year. Even its $200/month Pro plan - the most expensive consumer AI subscription on the market - loses money on heavy users. Anthropic's gross margins were negative 94% in 2024, and its CEO has said publicly that if growth slips from 10x to 5x per year, the company goes bankrupt. These aren't scrappy startups - OpenAI just closed $122 billion at an $852 billion valuation - but even at that scale, the math is tight. We've all seen subsidized tech before. The question that keeps coming up is what happens when this subsidy stops. He
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The Documentation Attack Surface: How npm Libraries Teach Insecure Patterns
Most security audits focus on code. But across five reviews of high-profile npm libraries — totaling 195 million weekly downloads — I found the same pattern: the code is secure, but the README teaches developers to be insecure. One finding resulted in a GitHub Security Advisory (GHSA-8wrj-g34g-4865) filed at the axios maintainer's request. This isn't a bug in any single library. It's a systemic issue in how the npm ecosystem documents security-sensitive operations. The Pattern A library implements a secure default. Then its README shows a simplified example that strips away the security. Developers copy the example. The library's download count becomes a multiplier for the insecure pattern. Case 1: axios — Credential Re-injection After Security Stripping (65M weekly downloads) The code: fo
📙 Journal Log no. 1 Linux Unhatched ; My DevSecOps Journey
I graduated with a B.Eng in Mechanical Engineering in 2018, but my career path has always been driven by the logic of systems. After earning my Google IT Automation with Python Professional Certificate, I realized that the most powerful engines today are built in the cloud. I am now officially on my journey toward DevSecOps. This log marks the first step to my goal. 📙 Journal Log: 2026-04-05 🎯 Today's Mission Mastering the Fundamentals: Bridging the gap between physical systems thinking and terminal based automation 🛠️ Environment Setup Machine/OS: NDG Virtual Machine (Ubuntu-based) Current Directory: ~/home/sysadmin ⌨️ Commands Flags Learned Command Flag/Context What it does ls -l Lists files in long format (essential for checking permissions). chmod +x Changes file access levels—the D
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