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Notion Ambassador / Digital Tool enthusiast 🕹️Youtube:

[Vipul Kumar Kewat @VipulKewatTech]

Andrej Karpathy’s 1-hour Stanford lecture on AI engineering is one of the best explanations I’ve seen of how AI systems actually work.

The progression is simple:

10% → LLM
30% → Prompt
50% → Agent
70% → Loop
100% → Graph

The key takeaway:

AI engineering isn’t just about writing better prompts.

It’s about building systems around models — giving them context, memory, tools, feedback loops, and data flows.

“Delete everything, keep Graph.”

Definitely worth watching if you’re building with AI agents.

Watch → Bookmark →

🎥 Watch the lecture.
📖 Then explore the guide.

🔖 Save this for when you have an uninterrupted hour.

💬 What's the most valuable AI lecture you've watched recently?

Follow @VipulKewatTech for practical AI workflows, Claude tips, and developer insights.

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@Zephyr_hg News

[MATT GRAY @matt_gray_]

The king of marketing:

Russell Brunson.

He has worked with Alex Hormozi, Tai Lopez & Tony Robbins.

And last year alone, his company made $265,000,000.

10 of his marketing principles you can learn to print money at will:

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