斜杠中年AI × 沟通 × 商业 × 人生Wiki
Organizing common terms, core concepts, and practical methodologies into reference guides. Understand the vocabulary, then master the tools.
AI is about allowing machines to perform tasks that originally require human intelligence, such as understanding language, recognizing images, generating content, and assisting in decision-making.
Summary
AI is not a single tool, but a type of technology that helps people process information, express and make decisions.
Context window is the range of information that the AI model can read and refer to in a conversation.
Summary
The Context window is like an AI workbench. The larger the workbench, the more data can be placed at one time.
Large language models are AI models trained on large amounts of text and can understand and generate natural language.
Summary
LLM is like a powerful language reasoning and generation engine, good at processing text, structure and semantics.
Prompt is the task description you give to AI, including goals, background, information, limitations and output format.
Summary
The essence of Prompt is not a spell, but to make your needs clear and make it easier for the AI to help.
Token is the basic unit used by AI models when processing text, and can be understood as cut characters, words or symbol fragments.
Summary
Token determines how much the model can read and write at a time, and often affects the cost of use.
Hallucination refers to AI-generated content that appears reasonable but is actually wrong, unfounded, or confusingly sourced.
Summary
The AI illusion is not intentionally deceptive, but rather the model’s ability to generate fluent answers even when uncertain.
Agent is an AI working method that can plan steps around goals, call tools, and continuously advance tasks.
Summary
Instead of just answering questions, the Agent attempts to complete a sequence of tasks.
RAG is a method that first retrieves relevant information and then lets AI generate answers based on the information.
Summary
The point of RAG is to let AI check the information you specify first and then answer your questions.
Workflow automation transfers repetitive processes to tools for automatic execution, allowing people to focus on judgment and creation.
Summary
Workflow automation is not about showing off skills, but turning fixed steps into stable processes.
AI second brain is a method that uses AI to help you organize data, refine experience, connect knowledge and reuse results.
Summary
The AI second brain makes your notes, experiences and ideas easier to organize, see and use again.