Understand AI.
Work with it. Build with it.
Structured AI education by Alexey Makarov. Short videos, clear explanations, and practical workflows.
AI enablement in organizations
I help companies on their way to being AI-Native
Learning tracks
Structured paths through AI.
Each track turns short videos into a coherent learning journey.
intro
AI Basics
Understand what AI is and how it actually works
- ✓Explain how modern AI generates outputs in your own words
- ✓Understand what tokens, context windows, and prompts actually are
- ✓See why AI conversations behave the way they do — and how to work with it, not against it
Start learning
intro
AI for Knowledge Workers
Use AI as a professional skill, not a party trick
- ✓Write prompts that get reliable, structured results — not lottery tickets
- ✓Catch AI mistakes before they reach your work
- ✓Know which tasks to delegate to AI and which to keep in your hands
Start learning
intermediate
AI Enablement in Organizations
How organizations actually adopt AI — beyond tools and hype
- ✓Define a clear target state for AI adoption — what 'done' actually looks like for your organization
- ✓Understand why AI initiatives fail — and diagnose exactly which failure mode your organization is in
- ✓Build the leadership, governance, and operating model that makes AI adoption inevitable rather than accidental
Explore the track
Latest Videos
Latest published episodes — click any to watch and explore.
AI Enablement in Organizations
Newsletter
Occasional updates, nothing more
When something genuinely worth your attention appears on the site — a new tool, a useful resource — I'll send one email. That's it.