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Category: AI Explained
Model Cards and Responsible Model Documentation
Learn about model cards and responsible AI documentation. Beginner's guide to creating transparent, ethical AI model documentation...
Autonomous Systems: Overview of Safety and Controls
Learn how autonomous systems ensure safety through multiple layers of controls. Understand the technology, ethics, and real-world ...
Multimodal AI: Combining Text, Image, Audio, and Video
Learn what multimodal AI is and how it combines text, images, audio, and video to understand our world. Simple explanations, real ...
Explainability & Interpretability for Non-Experts
Learn what AI explainability and interpretability mean in simple terms. Discover why transparent AI matters, how it affects you, a...
Synthetic Data for Training: When and How to Use It
Learn what synthetic data is, when it's best to use it for AI training, and a step-by-step guide on generating and validating it. ...
Privacy-Preserving AI: Differential Privacy & Federated...
Learn how differential privacy and federated learning protect personal data in AI systems. Simple explanations of privacy-preservi...
Benchmarking LLMs: What Metrics Matter?
Learn how to evaluate AI language models. This beginner's guide explains key LLM benchmarks like MMLU, TruthfulQA, and HELM, and s...
Mitigating Hallucinations: Techniques and Tools
Learn practical techniques and tools to reduce AI hallucinations in language models. Beginner-friendly guide covering RAG, fine-tu...
Chain-of-Thought and Reasoning Techniques in LLMs
Learn how Chain-of-Thought reasoning helps AI think step by step. Beginner's guide to CoT prompting, Tree of Thoughts, and advance...
Open-Source LLMs: Which Model Should You Choose?
A comprehensive beginner's guide to choosing open-source large language models. Compare LLaMA, Mistral, Falcon, BLOOM and other mo...
Ethics of AI-Generated Media: Copyright and Attribution
A clear beginner's guide to AI-generated media ethics. Learn about copyright laws, proper attribution methods, and responsible pra...
How to Edit and Enhance Images with AI (Beginner’s Walk...
Beginner-friendly guide on using AI to edit and enhance photos. Learn how to automatically improve color, remove backgrounds, upsc...