Unreasonable AI

AI Enablement Platform

A project by Alexey Makarov and Unreasonable AI. This platform helps you understand AI as a system, not just a tool. Explore interconnected concepts, follow structured learning paths, and watch educational content on our YouTube channel.

Watch on YouTube Contact Alexey Makarov Explore Platform →

The Knowledge Map

Interactive graph of interconnected AI concepts. Click nodes to explore.

Prediction

Model

Training

Inference

Token

Context Window

Parameters

Embedding

Prompt

Prompt Engineering

Completion

Reasoning

Hallucination

Tool Calling

Agent

Memory

RAG (Retrieval Augmented Generation)

Latency

Cost (Tokens & Pricing)

Privacy

Bias

Evaluation

AI (Definition)

Generative AI

AI vs Human Intelligence

Edge Visibility

React Flow

Explore Full Map →

Latest Videos

Notes on AI & Thoughts on AI — click any to open on the Knowledge Map and explore connections.

Explore Map →

Notes on AI

E010

The 5-Sentence Mental Model of GenAI

E009

What AI Is Good At vs Bad At

E008

Is AI a Student or an Actor

E007

What AI Receives When You Send a Prompt

Thoughts on AI

T002

Why Blockchain and LLMs Are More Similar Than You Think

T001

Acceleration in AI Solving Erdős Problems

Get Started

Explore Platform

Browse concepts, tracks, and learning resources

YouTube Channel

Watch educational videos and tutorials

Contact

Get in touch with Alexey Makarov