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AI Deconstructed
Teknologi

EP6 - Knowledge Representation and Logic: How AI 'Knows' Its World

48 min•21 juni 2025
How does an AI system move beyond processing data to actually *knowing* something? This episode explores Knowledge Representation and Reasoning, or KRR, the classical AI discipline of translating the real world into a structured format a machine can use. We'll deconstruct formal logic, semantic networks, and the "expert systems" that form the DNA of modern search engines, building a crucial foundation for understanding AI's 'mind'.

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EP25 - The Alignment Problem: Ensuring a Safe and Beneficial Future
•43 min
EP24 - AI Ethics: Decoding Algorithmic Bias, Fairness, and Accountability
•34 min
EP23 - Generative AI (Part 2): Diffusion Models and the Art of Denoising
•39 min
EP22 - Generative AI Part 1: GAN and VAE Creative Architectures
•22 min
EP21 - Large Language Models and The Power of Scale
•32 min
EP20 - The Transformer Architecture: Attention is All You Need
•28 min
EP19 - Robotics and Embodied AI: Giving AI a Body
•40 min
EP18 - LSTMs and the Vanishing Gradient: Solving AI's Long-Term Memory Problem
•33 min
EP17 - Recurrent Neural Networks: How AI Learns to Remember the Past
•45 min
EP16 - The CNN Engine: Inside Convolutional and Pooling Layers
•45 min

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