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13 videos on file · plays on-site
Vol. I · The Blueprint

The Blueprint

The lectures, interviews, and deep dives shaping how I think about AI.

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13 videos
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0 episodes
Curated
13 picks
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Let's build GPT: from scratch, in code, spelled out
· Curated
1:59:00
Now Playing · Curated

Let's build GPT: from scratch, in code, spelled out

If you only watch one this week, it's this one. Andrej walks the architecture from scratch — no math you can't follow.

1:59:00Andrej Karpathy

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Every episode plays here, in our window — timestamps, transcript, and Insider follow-ups attached.

Channel coming soon. Until then, here’s what I’m watching →

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Picked, timestamped, and annotated. Every clip plays inside our window — no tab-hopping, no algorithm.

Building AI Agents — Architectures, Tools, and Failure Modes
· Curated
30:22
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Curated · LangChain

Building AI Agents — Architectures, Tools, and Failure Modes

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Fine-tuning vs prompting — When to reach for which
· Curated
25:05
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Curated · OpenAI

Fine-tuning vs prompting — When to reach for which

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RAG From Scratch — Embeddings, Vector Search, and Beyond
· Curated
34:40
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Curated · LangChain

RAG From Scratch — Embeddings, Vector Search, and Beyond

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A Survey of Techniques for Maximizing LLM Performance
· Curated
45:06
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Curated · OpenAI

A Survey of Techniques for Maximizing LLM Performance

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State of GPT — What it takes to build a GPT-style system
· Curated
40:35
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Curated · Microsoft Developer

State of GPT — What it takes to build a GPT-style system

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