The Secret Agents of Modeling - Understanding Agent-Based Modeling with Python

Explore the power of Agent-Based Modeling (ABM) in this 23-minute PyCon Israel conference talk that highlights its unique advantages for financial modeling, social interactions, and cybersecurity applications. Learn how to break down complex systems into manageable components for faster experimentation and hypothesis testing, while discovering practical implementations using Python and the Mesa package. Understand how ABM offers an alternative approach to modern AI methods, with demonstrations of real-world use cases and code examples. Get insights into integrating GPT within ABM frameworks to enhance modeling capabilities and explore the intersection of traditional simulation techniques with cutting-edge AI technology.