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AI
LUAI KNOWLEDGE

AI Knowledge

Understand the essential concepts of artificial intelligence through clear, approachable explanations.

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人工智能

AI

Machines that see, hear, talk, and decide – like a helpful assistant, but with no feelings or self‑thought.

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AI
通用人工智能

AGI

AGI is a human-like artificial intelligence that can understand, learn, and solve any problem across any field.

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AI 智能体

AI Agent

A self‑directed AI that plans, uses tools, and executes tasks—far more than a chat‑only model.

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AI
大语言模型

LLM

A massive probabilistic text predictor that plays “word chain” at superhuman speed, powered by trillions of training examples.

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AI 生成内容

AIGC

AI autonomously generates text, images, audio, and video—lowering the entry barrier to just giving a clear instruction.

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AI
检索增强生成

RAG

AI retrieves relevant info first, then generates answers—cutting hallucinations and making responses more trustworthy.

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Machine Learning

机器学习

Computers learn patterns from data on their own, instead of following hand‑coded rules.

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AI
Deep Learning

Deep Learning

A multi‑layer neural network fueled by massive data and compute, automatically extracting features without human hand‑holding.

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Fine-tuning

Fine-tuning

A small amount of domain data turns a general‑purpose AI into your expert for specific tasks.

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AI
Knowledge Distillation

Knowledge Distillation

Compresses a large model's reasoning into a small one—10x faster with only a slight performance dip.

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AI Hallucination

AI Hallucination

Large models confidently spit out made‑up facts—sounds real, but it’s just a probabilistic game.

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AI
AI Reasoning

Thinking and Reasoning in AI

Force the AI to write out solving steps first—accuracy soars, but it’s still just probabilistic pattern‑matching.

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Embodied AI

Embodied AI

Gives AI a physical body, letting it learn true skills through direct bumps and falls in the real world.

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