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AI & Technology World

The words behind the tools.

LLMs, embeddings, agents, and RAG - calmly, without the hype.

87 lessons ready · 87 terms in this world

Start with llm →Roadmap · You are here All worlds

AI & Technology

LLM
RAG
Vector Database
Embeddings
AI Agent
MCP
Token

Prompting

Prompt
System Prompt
Few-shot Learning
Zero-shot
Chain of Thought
Prompt Template

Foundations

Context Window
Transformer
Attention
Tokenization
Pretraining
Foundation Model
Model Weights
Cosine Similarity
Parameter Count
Tokenizer Mismatch
Machine Learning

Safety

Hallucination
Guardrails
Evals
AI Bias
Data Privacy
Prompt Injection
Jailbreak
Benchmark
Content Moderation
PII Redaction
Grounding
Refusal
Alignment

Models

Temperature
Top-p
Fine-tuning
Multimodal
Vision Model
Diffusion Model
Open-Source Model
Proprietary Model
Embedding Model
Instruction Tuning
RLHF
LoRA

Ops

Inference
Latency
Rate Limit
API Key
Streaming
Quantization
Model Card
Model Routing
Token Cost
LLM Caching
AI Observability
Model Drift
Batch Inference
Edge AI
GPU
Model Playground

Data

Training Data
Chunking
OCR
Speech-to-Text
Text-to-Speech
Reranking
Synthetic Data
Knowledge Base
Semantic Search
Hybrid Search
Vector Index

Product

Copilot
AI SaaS
Function Calling
Structured Output
Citations
Human in the Loop
Agentic Workflow
AI Memory
Cold Start (AI)
Output Parsing
Assistants API Pattern