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AI & Machine Learning | Technology, Institution & Company Guides

AI & MACHINE LEARNING KNOWLEDGE LIBRARY

AI & Machine Learning | Technology, Institution & Company Guides

Explore 36 technology guides, 8 institution profiles and 20 company profiles covering AI models, agents, computing infrastructure, energy, policy and safety.

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A Beginner’s Guide to AI and machine learning

What does AI learn, and what does it not know? A first guide beyond the chat window. No prior knowledge needed: understand the purpose, mechanism, strengths and limits, then choose a guided route into the detailed articles.

Start with the overview →

Technology Guides 36

TECHAI Accelerators TECHAI in Drug Discovery and Screening TECHAI in Semiconductor Design and Manufacturing TECHAI Policy in the United States, China and Japan TECHAI Safety Evaluation and Risk Management TECHAutonomous Driving and AI TECHBenchmarks and How to Read AI Evaluations TECHChiplets TECHCo-Packaged Optics TECHCoding Agents and Computer Use TECHCopyright, Provenance and Deepfakes TECHCoWoS TECHData Centers and Energy Storage TECHDeploying AI in Enterprises TECHEdge AI and On-Device AI TECHEvaluating and Securing AI Agents TECHHeterogeneous Integration TECHHigh Bandwidth Memory TECHHow AI Agents Work TECHInference Optimization and Model Serving TECHMachine Learning and Neural Network Fundamentals TECHModel Context Protocol and Agent Interoperability TECHModel Efficiency: Mixture-of-Experts, Distillation and Quantization TECHMultimodal AI and Generative Models TECHOptical Interconnects and SerDes TECHOptical Transceivers TECHPost-Training and Fine-Tuning TECHPower and Cooling for AI Data Centers TECHReasoning Models TECHRetrieval-Augmented Generation and Context Windows TECHThe EU AI Act TECHThermal Interface Materials (TIM) TECHTraining Clusters and Interconnects TECHTraining Data and Scaling Laws TECHTransformers and Large Language Models TECHWorld Models and Embodied AI

Institution Profiles 8

ORGEuropean Commission ORGInternational Energy Agency (IEA) ORGInternational Organization for Standardization (ISO) ORGMinistry of Economy, Trade and Industry (METI) ORGNational Institute of Standards and Technology (NIST) ORGOECD (Organisation for Economic Co-operation and Development) ORGU.S. Department of Energy (DOE) ORGUK AI Security Institute (AISI)

Company Profiles 20

COAmazon Web Services COAMD COAnthropic COBroadcom COCerebras Systems COCoreWeave CODeepSeek COGoogle COHugging Face COIntel COMeta COMicrosoft COMistral AI CONVIDIA COOpenAI COOracle COQualcomm COSK hynix COTSMC COxAI
🌐 Japanese