https://ghazivakili.com/articles.htmlArticles on agentic AI, quantum computing, optimization and engineering.en https://ghazivakili.com/what-is-agentic-ai/https://ghazivakili.com/what-is-agentic-ai/Mon, 02 Nov 2026 12:00:00 +0000Agentic AI systems plan, use tools and act towards a goal instead of just answering a prompt. How they work, where they help, and where they fail.Agentic AI https://ghazivakili.com/ai-agents-vs-agentic-workflows/https://ghazivakili.com/ai-agents-vs-agentic-workflows/Mon, 02 Nov 2026 12:00:00 +0000Workflows follow code paths you define; agents choose their own steps. Five workflow patterns, a decision table, and why you should start simple.Agentic AI https://ghazivakili.com/how-ai-agents-use-tools-and-mcp/https://ghazivakili.com/how-ai-agents-use-tools-and-mcp/Mon, 02 Nov 2026 12:00:00 +0000LLMs only produce text; tools let them act. How function calling works, what MCP standardises, a minimal MCP server in Python, and the security rules.Agentic AI https://ghazivakili.com/what-are-multi-agent-systems/https://ghazivakili.com/what-are-multi-agent-systems/Mon, 02 Nov 2026 12:00:00 +0000Multi-agent systems split a goal across specialised AI agents. The main architectures, what they cost, and when a single agent is the better design.Agentic AI https://ghazivakili.com/agentic-ai-for-science/https://ghazivakili.com/agentic-ai-for-science/Mon, 02 Nov 2026 12:00:00 +0000Why AI agents suit scientific work, what makes it hard, and what we learned building El Agente systems for quantum simulation and chemistry.Agentic AI https://ghazivakili.com/how-to-evaluate-and-secure-ai-agents/https://ghazivakili.com/how-to-evaluate-and-secure-ai-agents/Mon, 02 Nov 2026 12:00:00 +0000Agents are non-deterministic and can act on the world. A practical guide to building evals, spotting the main security risks, and adding guardrails.Agentic AI https://ghazivakili.com/mastering-the-art-of-decision-making-a-deep-dive-into-annie-dukes-thinking-in-bets/https://ghazivakili.com/mastering-the-art-of-decision-making-a-deep-dive-into-annie-dukes-thinking-in-bets/Sat, 01 Apr 2023 12:00:00 +0000Hello everyone! I recently had the pleasure of reading “Thinking in Bets” by Annie Duke, and I must say, it was quite an enlightening experience! The book…My book shelf https://ghazivakili.com/what-is-flask-python/https://ghazivakili.com/what-is-flask-python/Sat, 11 Mar 2023 12:00:00 +0000Flask is a lightweight and flexible web framework for Python. It allows developers to build web applications quickly and easily, using a simple and intuitive…Web programming https://ghazivakili.com/what-is-industry-4-0-and-the-future-of-the-factories-fof/https://ghazivakili.com/what-is-industry-4-0-and-the-future-of-the-factories-fof/Fri, 10 Mar 2023 12:00:00 +0000Throughout my PhD studies, I had the opportunity to extensively research the future of the factory, with a particular focus on the topic of Industry 4.0.…Industrial Revolution https://ghazivakili.com/what-is-giga-r1-wifi-arduino/https://ghazivakili.com/what-is-giga-r1-wifi-arduino/Wed, 08 Mar 2023 12:00:00 +0000Arduino recently launched a new product named “GIGA R1 WiFi”, designed for ambitious makers and creators who want to take their projects to the next level.…Embedded https://ghazivakili.com/what-is-combinatorial-optimization/https://ghazivakili.com/what-is-combinatorial-optimization/Fri, 24 Feb 2023 12:00:00 +0000Combinatorial optimization is a field of mathematics and computer science that focuses on finding the best solution among a finite set of possible solutions…Tutorials https://ghazivakili.com/what-is-digital-twin/https://ghazivakili.com/what-is-digital-twin/Thu, 23 Feb 2023 12:00:00 +0000I am a fan of the Industrial Revolution and have worked in the industry since 2004. I have always been fascinated by the use of emerging technologies in…Industrial RevolutionMachine Learning https://ghazivakili.com/what-are-generative-models/https://ghazivakili.com/what-are-generative-models/Wed, 22 Feb 2023 12:00:00 +0000A generative model is a type of machine learning model that learns to generate new data that is similar to the data it was trained on. Generative models are…Machine Learning https://ghazivakili.com/what-is-quantum-computing/https://ghazivakili.com/what-is-quantum-computing/Fri, 10 Feb 2023 12:00:00 +0000Quantum computing is a field of computing that uses the principles of quantum mechanics to build computers that can perform certain computations much faster…Tutorials https://ghazivakili.com/hyper-parameter-tuning/https://ghazivakili.com/hyper-parameter-tuning/Thu, 09 Feb 2023 12:00:00 +0000Hyperparameter tuning is the process of finding the best set of hyperparameters for a deep neural network that optimizes its performance on a given task. The…Tutorials https://ghazivakili.com/smart-choice/https://ghazivakili.com/smart-choice/Mon, 06 Feb 2023 12:00:00 +0000“Smart Choices: A Practical Guide to Making Better Decisions” is a book by John S. Hammond, Ralph L. Keeney, and Howard Raiffa. The book provides a framework…My book shelf https://ghazivakili.com/how-to-win-friends-and-influence-people/https://ghazivakili.com/how-to-win-friends-and-influence-people/Mon, 06 Feb 2023 12:00:00 +0000“How to Win Friends and Influence People” is a self-help book written by Dale Carnegie and first published in 1936. The book provides practical advice and…My book shelf