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How to install and code in Linea 2?

 Understanding the architecture of Linea 2 The Linea 2 has updated and revamped codebase, the old Linea 1.x was a single file interpreter, however the problem was that because it was single-file interpreter, it was large (around 75 MB), which took a lot of time to load, so I thought to split the core functions of Linea to a library/module called ` liblinea `. Initially in Linea 2 v2.0, the library was only limited to basic core functionalities, however in it's second update, v2.1.0, I added two more sub-libraries, ` liblinea_math ` and ` liblinea_weblet ` (initially, ` liblinea.math` and ` liblinea.weblet` ). The separation of main interpreter and it's standard library improved loading time by 7 seconds (1.x took around 16 seconds to load, while 2.x takes 9 seconds approx.*). I'm trying hard to make it even more faster to load. Architecture in Linea 1.x Linea (Interpreter with libraries linked) + Source Code (<file>.ln) --> 16 seconds (Load) + Output Architecture ...
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Introducing Linea 2: Redefining Simplicity and Performance in Programming

As developers, we constantly strive to push boundaries and innovate. Today, I am thrilled to announce the release of Linea 2—the culmination of dedication, creativity, and a vision for a language that simplifies programming while enhancing efficiency. Linea 2, codenamed "Coconut," is a significant milestone in our journey. Building on the foundation of its predecessor, Linea 1.x, this version represents a complete revamp of the codebase, introducing powerful features and a refined syntax designed to cater to both beginners and experienced developers. Key Highlights of Linea 2 - Performance Boost : The codebase has undergone a full overhaul, ensuring optimized performance and improved maintainability. With Linea 2, coding is faster and more responsive than ever. - Enhanced Libraries:  The inclusion of math and weblet libraries in the core package empowers users to seamlessly integrate complex calculations and web functionalities into their projects. - Refined Syntax:  The new ...

DeepSeek : The New Contender in AI

 The AI landscape is buzzing with excitement over the latest innovation from China-based startup DeepSeek. Their new AI model, DeepSeek-R1 , has taken the tech world by storm, challenging established giants like OpenAI. Here's what makes DeepSeek-R1 so special: Unmatched Performance at a Fraction of the Cost DeepSeek-R1 has demonstrated remarkable performance on various benchmarking tools, often rivaling or even surpassing OpenAI's flagship o1 model. What's more impressive is that DeepSeek-R1 achieves this at a fraction of the cost. While OpenAI's o1 model costs $15 per million tokens, DeepSeek-R1's API input cost is just $0.55 per million tokens. Versatility Across Multiple Domains DeepSeek-R1 excels in multiple domains, including language understanding, coding, math, and Chinese language processing. It scored 90.8 on the Massive Multitask Language Understanding (MMLU) benchmark, compared to OpenAI's o1 model which scored 92.3. In coding benchmarks, DeepSeek-R1...

Windows Whistler: The Birth of Windows XP

 In the early 2000s, Microsoft embarked on a mission to unify its consumer and business operating systems into a single, versatile platform. This mission led to the creation of Windows Whistler , a project that would eventually evolve into the widely acclaimed Windows XP . Let's explore the journey of Windows Whistler and its significance in the world of computing. The Genesis of Whistler Windows Whistler was born out of the need to merge two separate projects: Windows Odyssey and Windows Neptune . Odyssey was aimed at business users, building on the stability and security of Windows 2000, while Neptune targeted home users with a more user-friendly interface. Recognizing the potential benefits of combining these efforts, Microsoft decided to merge the two projects into a single codebase, codenamed Whistler. Key Features and Innovations Whistler introduced several groundbreaking features that would later become hallmarks of Windows XP: Unified Codebase : By merging Odyssey and Nept...

Windows Odyssey: Microsoft's Unfulfilled Vision for Business Computing

 In the ever-evolving landscape of operating systems, Microsoft's Windows Odyssey stands out as an intriguing yet unrealized vision. Envisioned as a business-oriented successor to Windows 2000, Odyssey aimed to bring advanced features, enhanced security, and improved stability to professional environments. Despite its potential, the project was ultimately merged with another, leading to the creation of what we now know as Windows XP. The Genesis of Odyssey In the late 1990s, Microsoft recognized the need to develop a robust operating system tailored specifically for business users. Windows 2000 had set a high standard with its stability and security, but there was room for further innovation. Odyssey was conceived as the next step in this evolution, focusing on addressing the unique needs of the corporate world. Key Features and Innovations While Odyssey never reached the stage of a full release, its development was marked by several ambitious features and innovations: Enhanced Se...

Windows Neptune: The Unreleased Vision of Microsoft's Future

 In the late 1990s, Microsoft embarked on an ambitious project to revolutionize its operating systems. Codenamed Neptune , this project aimed to create a consumer-oriented version of Windows based on the Windows NT codebase. Although it never saw an official release, Neptune played a crucial role in shaping the future of Windows. The Genesis of Neptune Neptune was conceived as a successor to Windows 98 and Windows Me. The goal was to merge the stability and advanced features of Windows NT with a user-friendly interface suitable for home users. The project began in 1999 and was led by a dedicated team within Microsoft. Key Features and Innovations Neptune introduced several groundbreaking features that were ahead of their time: Activity Centers : One of the most notable innovations was the introduction of Activity Centers. These task-based user interfaces focused on daily activities such as browsing the internet, communication, document management, and entertainment. The idea was to...

Microsoft Cairo: The Vision That Never Was

When you think of Microsoft's operating systems, names like Windows XP, Windows 7, and Windows 10 probably come to mind. However, nestled deep in the annals of tech history is an ambitious project that never saw the light of day—Windows Cairo. The Vision Behind Cairo In the early 1990s, Microsoft was riding high on the success of Windows 3.0 and was gearing up for the release of Windows 95. But parallel to these efforts, a more visionary project was in development. Windows Cairo was envisioned as the pinnacle of Microsoft's future operating systems—a sophisticated, object-oriented OS that would redefine how users interacted with their computers. Key Features of Windows Cairo At its core, Windows Cairo was designed to be a fully integrated system with a focus on the following features: Object-Oriented Interface : Unlike the traditional file-and-folder structure, Cairo aimed to introduce an object-oriented environment where users could manage documents and applications more intui...