💾 Memory Is Slow, Disk Is Fast
A fresh and data-driven look at hardware performance, challenging assumptions about the memory–disk hierarchy and offering valuable insights into scalability and system design.
A deep technical essay showing that, under certain conditions, fast SSDs can outperform traditional memory caching due to modern hardware bandwidth dynamics. Through C-based benchmarks, vectorization, and optimized IO pipelines using io_uring, the author demonstrates how disk throughput can rival or surpass memory speed. The article highlights how memory latency and NUMA architecture issues create bottlenecks while disk streaming scales more efficiently with new hardware generations.
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🪟 Microsoft AI Chief Responds to Windows AI Backlash
A snapshot of Microsoft’s AI crossroads — balancing corporate ambition with user skepticism over underdelivered promises.
Microsoft’s AI CEO Mustafa Suleyman defended the company’s direction amid criticism of Copilot and the ‘agentic OS’ concept in Windows. While some users call current AI features disappointing, Suleyman insists conversational AI is progressing rapidly. The debate follows reports that Copilot’s real performance falls short of marketing claims as Microsoft rebrands Windows as ‘Your canvas for AI’.
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🧠 Adversarial Poetry as a Universal Single-Turn Jailbreak Mechanism in LLMs
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🦩 Agentic Pelican on a Bicycle: Gemini 3 Pro
A playful yet meaningful demonstration of autonomous multimodal AI learning to enhance creative results through continuous self-improvement.
A creative experiment using Gemini 3 Pro to iteratively generate SVG images of a pelican riding a bicycle. Each generation improves visual accuracy — from motion lines to helmet design — showcasing how agentic AI can refine creative outputs through self-driven iteration.
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📡 Precise Geolocation via Wi-Fi Positioning System
An excellent and accessible breakdown of how Wi-Fi positioning works — bridging technical detail with a discussion on privacy trade-offs.
A technical deep dive into how browser-based Geolocation APIs and Wi-Fi Positioning Systems determine precise user locations. The article traces WPS origins from wardriving to large-scale data aggregation by Google, Apple, and Microsoft, explaining its accuracy and the privacy implications of such data collection.
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