⚡ Gemini 3 Flash: Frontier Intelligence Built for Speed
A strategic step that shows Google’s intent to democratize frontier AI—balancing sophistication with scalability and affordability.
Google introduced Gemini 3 Flash, a new member of its Gemini 3 AI family optimized for high reasoning performance with lower latency and cost. It retains the multimodal and agentic strengths of Gemini 3 Pro and Deep Think while prioritizing speed and accessibility. Now deployed across Google products, Gemini 3 Flash brings advanced reasoning to millions of users worldwide.
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🎓 Coursera and Udemy Merge to Shape the AI-Era Workforce
A landmark merger in edtech—showcasing how scale, data, and AI-driven learning experiences are redefining global workforce training.
Coursera and Udemy have agreed to merge in a $2.5 billion all-stock deal, combining Coursera’s academic and enterprise network with Udemy’s AI-powered learning marketplace. The new entity, retaining the Coursera brand, will generate over $1.5 billion in annual revenue and aims to drive large-scale workforce upskilling through AI-enhanced personalization and content reach.
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🤖 Porting JustHTML to JavaScript with GPT-5.2 and Codex CLI
A fascinating glimpse into AI-assisted software engineering, illustrating how agentic LLM workflows can compress complex multi-hour coding tasks into streamlined, high-quality automation.
Simon Willison recounts how he leveraged Codex CLI and GPT-5.2 to transform the Python-based JustHTML parser into a JavaScript version, JustJSHTML, in just 4.5 hours. The result is a dependency-free, standards-compliant HTML5 parser that successfully passes over 9,200 html5lib tests. He details the full workflow—from prompting and CI setup to publishing—while exploring broader implications for AI-assisted coding, ethics, and automation.
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🕵️♂️ How Twitter May Be Secretly Crawling the Web for AI Training
A sharp piece of digital forensics that exposes how modern AI firms may quietly gather training data beyond the bounds of conventional web-crawling norms.
A system administrator uncovered thousands of stealthy web requests traced to proxy networks and IPs tied to Twitter, suggesting X.AI—Twitter’s AI arm—may be covertly scraping data for model training. The investigation links the activity to Oxylabs, a proxy provider often used in large-scale AI data collection, offering rare circumstantial evidence of Twitter’s hidden crawling operations.
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💾 Rethinking Databases for the SSD Era
A deep and insightful exploration of how SSDs and cloud-native architectures demand a fresh rethink of traditional database internals.
This article reimagines database design for SSD-based architectures, questioning long-standing assumptions like write-ahead logging and large page sizes. It advocates optimizing cache and I/O strategies and leveraging distributed replication to improve performance and durability, while preserving relational consistency. The analysis bridges classical database theory with modern hardware realities.
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