Category: Dev
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AI Just Found a Zero-Day in the Linux Kernel—And It’s Making Me Question Everything
I’ll admit it: I’m a cybersecurity geek. There’s something exhilarating about hunting through code, finding that one sneaky vulnerability, and patching it before it becomes a disaster. It’s like playing digital detective. But recently, that game got flipped on its head. OpenAI’s o3 model—a shiny new AI—discovered a zero-day vulnerability in the Linux kernel’s SMB…
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Comparison of OpenAI Language Models (May 2025)
The number of different models available from OpenAI has grown rapidly, and their naming conventions—well—are anything but intuitive. Between versions like GPT-4, GPT-4o, GPT-4.1, and their various “mini” and “turbo” siblings, it’s easy to lose track of what each model actually offers. This comparison aims to bring clarity to the current landscape as of May…
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Choosing the Right OpenAI API Interface: A Developer’s Guide for 2025
The OpenAI platform has rapidly evolved in recent months, with new models, tools, and API endpoints reshaping how developers integrate language models into their applications. If you’re evaluating whether to use Chat Completions, Responses, or the now-beta Assistants API, you’re not alone. This post aims to clarify the differences, explain the technical implications, and help…
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Bridging the Gap: RAG, OpenAI API, Anthropic MCP, and Ollama LLMs
Retrieval-Augmented Generation (RAG) has quickly evolved into one of the most promising methods to enhance the accuracy, reliability, and usefulness of large language models (LLMs). With advancements like OpenAI’s File Search Tool and Anthropic’s Model Context Protocol (MCP), RAG has seen further enhancements, offering practical and robust methods for delivering contextually accurate, up-to-date responses. However,…
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When AI Masters Competitive Programming: Why Generalists Outperform Specialists
AI Joins the Competitive Coding Arena For years, competitive programming has been a playground for the sharpest human minds, where coders battle against the clock to solve complex algorithmic puzzles. It’s a test of pure computational reasoning—one that many believed would remain a human stronghold. But OpenAI’s latest research suggests otherwise. In the paper “Competitive…