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You type in a lengthy prompt, well over 500 words, or even 1000 words. It structures everything perfectly. Explains in detail what is to be done, right down to the finer details of each step. And you press enter. Your AI chatbot starts off strong, following every instruction from the top, then trails off slightly […]
In this tutorial, we build a robust, multi-layered safety filter designed to defend large language models against adaptive and paraphrased attacks. We combine semantic similarity analysis, rule-based pattern detection, LLM-driven intent classification, and anomaly detection to create a defense system that relies on no single point of failure. Also, we demonstrate how practical, production-style safety
I have reiterated it time and again. But let me mention it here once more – NotebookLM is one of the most powerful AI tools present today. If you already know of it, the reasons for this statement are obvious to you. In case you are unaware, know that NotebookLM can change the way you
10 NotebookLM Super Prompts For Pro-Level Productivity Read More »
It is 2026, and in the era of Large Language Models (LLMs) surrounding our workflow, prompt engineering is something you must master. Prompt engineering represents the art and science of crafting effective instructions for LLMs to generate desired outputs with precision and reliability. Unlike traditional programming, where you specify exact procedures, prompt engineering leverages the
Prompt engineering isn’t about creating elaborate prompts. It’s about developing the judgment to choose the right structure, logic, and level of control for a given task. This article gives you 40 scenario-based questions and answers that reflect real decisions you make when working with LLMs in production. Try answering each question before revealing the solution.
40 Prompt Engineering Questions (With Interview-Ready Answers) Read More »
The core idea behind Chain of Thought (CoT) is to encourage an AI model to reason step by step before producing an answer. While the concept itself is not new and is essentially a structured way of asking models to explain their reasoning, it remains highly relevant today. Interest in CoT increased again after OpenAI
Introduction The 48 Laws of Power by Robert Greene is a classic on influence and strategy. But turning those timeless principles into actionable strategies is tough, especially when balancing ethics, workplace politics, and personal growth. That’s why I built the Meta-Loader Prompt v4 for ChatGPT: a dynamic system that adapts to your needs. Whether you
