October 2023

Pros and Cons of Python Programming Language

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According to statistics, Python is the second most popular programming language in the world. There are more than 600,000 Python jobs in the world, which makes up to 20% of all programming jobs. Even though Python is more than thirty years old, it still doesn’t lose its popularity. In this article, you will learn about the pros and cons of Python that make this programming language so special. If you’re a beginner programmer, this article might convince you […]

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Adversarial Attacks on LLMs

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The use of large language models in the real world has strongly accelerated by the launch of ChatGPT. We (including my team at OpenAI, shoutout to them) have invested a lot of effort to build default safe behavior into the model during the alignment process (e.g. via RLHF). However, adversarial attacks or jailbreak prompts could potentially trigger the model to output something undesired. A large body of ground work on adversarial attacks is on images, and differently it […]

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TypeScript: Questions and Answers

TypeScript: Questions and Answers

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Is TypeScript a game-changer in web development? We believe, yes. This statically typed superset of JavaScript is designed to scale up the language, making it more robust and maintainable. While JavaScript is known for its flexibility, TypeScript brings in the added advantage of type safety, reducing the potential for runtime errors. If you work with JavaScript and want to enhance the reliability of your code and provide more predictable and stable tooling to your customers, TypeScript is the […]

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Haskell in Production: FINN.no

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In this edition of our Haskell in Production series, we interview FINN.no, a Norwegian digital marketplace for classified ads. We spoke with Karsten Mevassvik, the Technical Domain Expert (Tech Lead) of the AdView team, and Torgeir Strand Henriksen, a full-time Haskell developer, about their experience with Haskell and their general approach to web development. Interview with FINN Could you give a brief introduction to yourselves and your company? Karsten: You can think of FINN.no as “the eBay of […]

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Federated Machine Learning: Revolutionizing Data Privacy

Federated Machine Learning: Revolutionizing Data Privacy

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Federated machine learning is a new approach to machine learning that has gained a lot of attention in recent years. It has significant implications for data privacy and security, as it allows sensitive data to be kept on local devices rather than being shared with third-party servers. In this article, we will discuss the pros and cons of federated learning and how it can be used by various industries. What is federated machine learning? Federated machine learning or […]

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CI/CD/CT With Nix

CI/CD/CT With Nix

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Nix is a powerful, purely functional package manager that offers reliable and reproducible build and deployment processes, eliminating many of the challenges traditionally associated with software lifecycle management. In this article, we explore the integration of Nix with CI, CD, and CT pipelines and explain how it can streamline DevOps and MLOps processes. What is a CI/CD pipeline? CI/CD stands for continuous integration and continuous deployment (or continuous delivery). A CI/CD pipeline is a set of automated processes […]

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Drug Repurposing With Graph Neural Networks

Drug Repurposing With Graph Neural Networks

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In modern healthcare and medicine, the quest for novel treatments and therapies is a perpetual challenge. Groundbreaking solutions can be discovered not only through innovation but also by uncovering hidden relationships within existing data. This is what Graph Neural Networks (GNNs) do. This cutting-edge fusion of graph theory and deep learning can transform drug repurposing—the process of finding new medical uses for already existing drugs. Imagine if we could reposition existing drugs to combat diseases they were never […]

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The Dark Side of ChatGPT

The Dark Side of ChatGPT

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ChatGPT is often praised as a unique invention that helps humans to perform routine tasks across many fields. The chatbot helps copywriters, marketers, lawyers, and other professionals to streamline their work and achieve higher productivity. However, ChatGPT, like any other tool, is neither good nor bad; it depends on who uses it. Therefore, the chatbot can be used equally well for malicious purposes: from providing users with harmful information to writing malware. In this article, we want to […]

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