đź‘€Programming Without AI refers to traditional software development, where a computer program is designed to perform a specific set of tasks based on explicit rules coded by the programmer. Traditional programming without AI relies on explicit rules and instructions written by humans. Every possible situation has to be anticipated in advance, and the program follows fixed logic to produce results. In contrast, programming with AI allows systems to learn from data, adapt to new situations, and improve over time . The image below illustrates the fundamentals of AI, showing how it expands from general Artificial Intelligence into Machine Learning, Neural Networks, and Deep Learning , each adding more advanced capabilities. AI Layers Explained This layered structure highlights how modern AI has moved beyond simple rule-based systems into powerful learning models capable of tasks such as image recognition, natural language processing, and autonomous decision-making. đź‘€ Bef...
Technology focused initiative exploring innovative solutions in Computer Science