Latest Blog Posts

• Published on

  July 13, 2025

  

  LLM Vulnerabilities: From Hidden Threats to Secure Deployments

  LLMsOptimizationMLOpsAI-SecurityDeveloper-Tools

  Large Language Models (LLMs) are revolutionizing AI applications across industries. But with their power comes a growing list of security risks—prompt injection, data leakage, and model manipulation. As these threats evolve, one question remains: are we doing enough to protect our AI systems against these threats, and what more can we do?

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• Published on

  July 6, 2025

  

  Visual Perception through Vision Transformers

  Generative-AIViTComputer-VisionAttentionInterpretability

  Vision Transformers (ViTs) have transformed the way machines process and understand images, replacing convolutions with self-attention. At the heart of this shift lies the question: how do these models “see”? This article explores the internal workings of ViTs, focusing on attention heads, patch embeddings, and interpretability techniques that help us decode how these models perceive the visual world.

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• Published on

  June 30, 2025

  

  Is Cursor the End for Programmers? The Rise of Code-LLMs and Vibe Coding

  LLMsGenerative-AIDeveloper-ToolsNLP

  As Cursor transforms how developers write code, we are witnessing the emergence of "Vibe Coding"—a new paradigm where programmers work through intuition and intent rather than explicit syntax. But how are these CodeLLMs different from traditional LLM architectures, and are we really losing the essence of what made us programmers in the first place?

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