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Decklio
Essential AI Concepts & Terms
This deck covers key terms and foundational concepts in artificial intelligence, including models, learning types, and core technologies. Ideal for beginners and anyone looking to strengthen their AI vocabulary.
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Decklio
Practice

CoT
Chain of Thought

Front

AI thinking step-by-step.

Back

AI Agents

Front

Autonomous programs that make decisions.

Back

Foundation Model

Front

Large AI model adaptable to tasks.

Back

Hallucination

Front

When AI generates false information.

Back

MCP
Model Context Protocol

Front

Standard for AI external data access.

Back

Machine Learning

Front

AI improving from data experience.

Back

Transformer

Front

AI architecture for language processing.

Back

Weights

Front

Values that shape AI learning.

Back

RAG
Retrieval-Augmented Generation

Front

AI combining search with responses.

Back

LLM
Large Language Model

Front

AI trained on vast text data.

Back

Deep Learning

Front

AI learning through layered neural networks.

Back

Reinforcement Learning

Front

AI learning from rewards and penalties.

Back

Generative AI

Front

AI that creates text, images, etc.

Back

Neural Network

Front

AI model inspired by the brain.

Back

Compute

Front

Processing power for AI models.

Back

Supervised Learning

Front

AI trained on labeled data.

Back

AI Alignment

Front

Ensuring AI follows human values.

Back

Chatbot

Front

AI that simulates human conversation.

Back

Training

Front

Teaching AI by adjusting its parameters.

Back

NLP
Natural Language Processing

Front

System that understands human language.

Back

Inference

Front

AI making predictions on new data.

Back

TPU

Front

Google's AI-specialized processor.

Back

Prompt Engineering

Front

Crafting inputs to guide AI output.

Back

Explainability

Front

How AI decisions are understood.

Back

Reasoning Model

Front

AI that follows logical thinking.

Back

Ground Truth

Front

Verified data AI learns from.

Back

Fine-tuning

Front

Improving AI with specific training data.

Back

AGI
Artificial general intelligence

Front

AI that can think like humans.

Back

Unsupervised Learning

Front

AI finding patterns in unlabeled data.

Back

Embedding

Front

Numeric representation of words for AI.

Back

AI Wrapper

Front

Simplifies interaction with various AI model providers.

Back

GPU

Front

Hardware for fast AI processing.

Back

Computer Vision

Front

AI that understands images and videos.

Back

Context

Front

Information AI retains for better responses.

Back

AI Model

Front

A trained system for a task.

Back

Parameters

Front

AI's internal variables for learning.

Back

Tokenization

Front

Breaking text into smaller parts.

Back

Vibe Coding

Front

AI-assisted coding via natural language prompts.

Back

ASI
Artificial Super Intelligence

Front

AI that can think like the smartest experts

Back

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