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Showing posts from July, 2025

All about robotics

 1. ROBO OS 2. Fundamentals of robotics

All about cybersecurity

 1. List of day 2 day problems and find solutions  a) mail id hack b) sim cloning c) social media account hack d) fake websites e) best practices to protect identity f)  2. Books to start as a beginner

All About Gen AI Noise

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  AI Developers: Reference Links: 1. Basic overview of Gen AI, AI agent and Agentic AI:   https://youtube.com/watch?v=O2gerCxEXvc&feature=shared 2. How to select LLm Models to build Gen AI: https://huggingface.co/spaces/lmarena-ai/chatbot-arena-leaderboard 3. When to train code agents with own data. Ideally this is suited for Products based companies who owns huge code base and domain specific codes. Since services companies doesn't own much of code, not suitable for them. Here are the 3 approaches,      1. For General Purpose code - use pretrained modesl - GPT-4, CodeLlama     2. For Doamin specific and consistency with local code and security purpose - Train Model     3. Hybrid Approach - Use Pretrain model as base.   Fine-tune or  embed your codebase  into a retrieval-augmented generation (RAG) system.  This allows the model to  reference your code   without full retraining. When to Use Whic...