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Over-Seasoned

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Cartoon co-created with Grok. See more of my AI co-creations

This Week I Learned - Week 37 2026

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This Week I Learned -  * Anthropic's Claude AI now generates 80% of their code. AI-driven coding has moved bottlenecks downstream , exploding tests by 10x and CI jobs by 25x in six months. * Only Apple Intelligence-capable newer models starting with the iPhone 15 Pro will get Siri AI and other AI-powered features.  * As of early 2026, 820 LLMs had been registered with China’s cyberspace authority. Free models drive AI adoption which drives demand for complementary products that China dominates — energy, cloud and physical infrastructure. Alibaba’s cloud revenue grew 34% year-on-year while it gave Qwen away. "China’s open models cut India’s AI costs, but create future dependencies. India should leverage the open ecosystem while pricing in the switching costs. Government departments and regulated sectors should be built on model-agnostic architectures such as abstraction layers and harnesses that work across stacks. Instead of offering compute subsidies on GPU slices, the Minist...

HOW TO Read Linux ext4 Files on Windows with 7-Zip (No Drivers Needed)

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File systems are the organizational systems that decide how data is stored, named, located, and protected on a disk, SSD, USB drive, or partition. They handle directories, file metadata (permissions, timestamps, ownership), free space tracking, and more. Windows side Windows primarily uses: NTFS — the modern default. It supports journaling (for crash recovery), large files and volumes, fine-grained permissions, encryption, and compression. FAT32 and exFAT — simpler, widely used on removable media (USB sticks, SD cards) because they are highly cross-compatible with other operating systems. Windows has no native support for the main Linux file systems. When you connect a drive formatted with ext2/3/4, Windows typically sees it as “RAW” or unknown and may offer to format it (which would destroy the data). Linux side Most Linux distributions default to the ext family: ext2 — the older, non-journaling version. ext3 — added journaling for better reliability. ext4 — the current standard. It a...