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The Dirty Truth About AI-Generated Code: Why Hype Can’t Replace Real Software Engineering
Introduction Artificial Intelligence (AI) is everywhere. Executives promise it will change software development forever. Investors pour millions into AI-powered coding tools. Startups pitch that one developer with ChatGPT can do the work of ten engineers. The dream sounds irresistible. But the reality is messy. I see it first-hand. Companies call me when their AI-generated code…
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Inside the $17.4 Billion Microsoft AI Deal: Lawsuits, GPU Wars, and the Future of AI Spending
Introduction Artificial intelligence is reshaping technology and business at a record pace. Investors are pouring billions into models, chips, and data infrastructure. Yet this surge is not without conflict. Lawsuits over data and copyright continue to mount. At the same time, cloud giants are racing to control GPU compute capacity — the lifeblood of modern…
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The AI Reasoning Trap: Why More Steps Don’t Always Mean Better Answers
Opening: When “Deeper Thinking” Backfires Tech vendors sell the idea that extra reasoning makes AI smarter. The message is everywhere: longer chains, richer answers, premium performance. Yet independent analysis paints a very different picture. Lengthy reasoning often weakens results and increases costs. Data from Anthropic’s Claude shows the model loses focus when chains get too…