Artificial Intelligence
Amazon Bedrock
Amazon Bedrock is a fully managed service by Amazon Web Services (AWS) that provides access to a variety of foundation models from leading AI companies through a single API, enabling developers to build and scale generative AI applications securely and efficiently.
Artificial Intelligence
Artificial intelligence (AI) is the capability of computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals.
Artificial Intelligence in Education
Artificial intelligence (AI) in education refers to the integration of AI technologies to enhance teaching, learning, and administrative processes. AI applications include personalized learning, intelligent tutoring systems, and administrative automation, aiming to improve educational outcomes and operational efficiency.
Impact of Artificial Intelligence on Society
Artificial intelligence (AI) is a transformative technology that influences various aspects of society, including the economy, healthcare, education, and ethical considerations. Its rapid development presents both opportunities and challenges, necessitating careful examination of its societal implications.
Kimi AI
Kimi AI is an advanced artificial intelligence assistant developed by Moonshot AI, a Beijing-based company founded in 2023. Launched in October 2023, Kimi AI is designed to process extensive text inputs, support multimodal interactions, and assist with tasks such as coding, document analysis, and multilingual translation.
Model Context Protocol
The Model Context Protocol (MCP) is an open standard framework introduced by Anthropic in November 2024 to standardize the integration of artificial intelligence (AI) systems with external tools, systems, and data sources. It provides a universal interface for AI models to access and interact with diverse information, enhancing their contextual understanding and functionality.
Occam's Razor
Occam's Razor is a philosophical principle attributed to the 14th-century English theologian and philosopher William of Ockham, advocating that among competing hypotheses, the one with the fewest assumptions should be selected. It emphasizes simplicity in explanation and is widely applied across various disciplines, including science, philosophy, and artificial intelligence.
Open WebUI
Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various large language model (LLM) runners, including Ollama and OpenAI-compatible APIs, and features a built-in inference engine for retrieval-augmented generation (RAG).
Rag
The term 'rag' encompasses various meanings across different contexts, including textiles, music, professions, painting techniques, and artificial intelligence.
Reinforcement Learning
Reinforcement learning is a subfield of machine learning concerned with how agents ought to take actions in an environment to maximize cumulative reward. It is distinguished by its focus on learning from interaction, using trial and error, and is widely applied in robotics, game playing, and autonomous systems.