
Anatoli Kopadze
@AnatoliKopadze • 79,640 subscribers
Adapt or die
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instead of watching 2 hours of Netflix tonight, watch this Stanford lecture it's the clearest explanation I've seen of how ChatGPT and Claude actually work useful whether you've never touched AI in your life or have been using it every day for the past year I took the key ideas and turned them into a practical guide on how to actually get 100% out of Claude find it below
Anatoli Kopadze8,222,309 views • 29 days ago

the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work I've seen $300 courses that don't cover what he shows in the first 10 minutes CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns all in one video and completely free works whether you're a developer, a beginner, or someone who's been using Claude for months based on this, I put together 18 things you can copy and use in Claude today full guide in the article below
Anatoli Kopadze6,247,679 views • 1 month ago

the engineer who built Claude Code just dropped a 28-minute video on how to write prompts that actually work I've seen $300 courses that don't cover what he shows in the first 10 minutes CLAUDE.md files, memory shortcuts, parallel sessions, prompting patterns all in one video and completely free after watching this, the next step is agents I wrote a full guide on how to build one yourself with Claude Code article below
Anatoli Kopadze1,163,927 views • 9 days ago

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, then mapped everything he described to what Claude can actually do today. 17 Claude features most people will never find on their own. Full breakdown in the post below.
Anatoli Kopadze1,272,689 views • 14 days ago

Demis Hassabis: "In the near future, one person who knows AI will outperform an entire startup team" I've watched hundreds of AI talks, this 60-minute Cambridge lecture is the one I wish I had seen a year ago this is the Nobel Prize winner in Chemistry, CEO of Google DeepMind and the guy who made AI solve biology here's the part I can't stop thinking about: > the AI you're using today is the dumbest it will ever be > in 5 years the gap between people using AI and people who aren't will be impossible to hide > companies will run on 10 people doing what 200 used to do > the ones who get there first won't be the smartest, they'll be the ones who started right now right now the average person opens Claude, types something, gets an answer, closes the tab they think they're using AI, but they're using maybe 10% of it the 10 people doing the work of 200 won't be typing prompts, they'll be running agents that's exactly why I put together a step-by-step guide on building your first AI agent agents are the part of AI moving fastest right now, full walkthrough in the article below
Anatoli Kopadze86,042 views • 2 days ago

A Google Cloud engineer just showed how to build a full app with Claude from scratch he spent 26 minutes live on stage doing what most teams take weeks to do worth more than any $500 vibe-coding course here's what he covers: > zero to deployed app in a single session > handling five engineering roles alone with Claude > the exact workflow Google uses internally > no team, no setup, just Claude and a goal the people who figure out what Claude can actually do are building things everyone else thinks requires a team that's exactly why I wrote a step by step guide on how to build your first AI agent the guide is in the article below
Anatoli Kopadze447,887 views • 9 days ago

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, built a practical system from what he was describing. 18 steps to actually use Claude the right way, with copy-paste prompts that work today. Full guide in the post below.
Anatoli Kopadze1,869,623 views • 1 month ago

Anthropic engineer: "You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day" in 45 minutes he shows exactly how to do it from scratch, step by step most people are still doing this manually watch the session, then save the guide below
Anatoli Kopadze624,883 views • 15 days ago

Claude Code creator: "I don't prompt Claude anymore. I have loops that figure out what to do. My job is to create loops." in 30 minutes Boris breaks down his daily Claude Code setup, step by step the person who built the tool doesn't use it the way most people think no prompts, no chat box, just loops running on their own I broke down 17 Claude features most people have never found full guide in the post below
Anatoli Kopadze405,704 views • 12 days ago

A Google Cloud engineer just showed how to build a full app with Claude from scratch he spent 26 minutes showing exactly what one person with Claude can do, completely free worth more than any $500 vibe-coding course here's what he covers: > raw idea to deployed app in a single session > using Claude as the entire engineering team > the exact workflow they use at Google > no big team, no prior experience needed the people who figure out what Claude can actually do are building things everyone else thinks requires a team that's exactly why I put together a guide on Claude features most people have no idea exist the guide is in the article below
Anatoli Kopadze922,338 views • 26 days ago

Anthropic CEO: "It is absolutely wild that people are talking about the same tired political issues, when we are near the end of the AI exponential." Dario Amodei spent 10 minutes explaining why almost nobody sees it. here's what he covers: > in 2017 he predicted exactly where AI would be today. he was right. > models went from "smart high school student" to "PhD-level work" step by step as planned. > the progress has not slowed down, not even close. > none of this surprised him, what surprised him is that nobody else sees it. the world is still focused on everything else. new episodes, memes, celebrity beef, election news.. meanwhile the most important thing happening right now goes unnoticed. this is not a slow shift, it never was. the people who understand this early and actually start using these tools properly are going to be in a completely different position than everyone else, that gap is already opening. the guide on how to be on the right side of it is in the article below.
Anatoli Kopadze1,136,866 views • 1 month ago

Anthropic CEO: "there are jobs that took generations to build that may disappear" this is one of the best interviews I've seen in a long time Dario Amodei talks about how to prepare for what's coming here's what to expect: > high GDP growth and high unemployment at the same time > software becoming essentially free to build > the gap between people who use AI and people who don't the scariest part this is not a prediction, this is already happening to stay competitive you need to adapt fast and you can't do that while ignoring AI that's why I put together a guide on Claude features that 99% of users have no idea exist it will completely change how you work with Claude you can find it below
Anatoli Kopadze658,832 views • 23 days ago

Demis Hassabis: "In the near future, one person who knows AI will outperform an entire startup team" I've watched hundreds of AI talks, this 60-minute Cambridge lecture is the one I wish I had seen a year ago this is the Nobel Prize winner in Chemistry, CEO of Google DeepMind and the guy who made AI solve biology here's the part I can't stop thinking about: > the AI you're using today is the dumbest it will ever be > in 5 years the gap between people using AI and people who aren't will be impossible to hide > companies will run on 10 people doing what 200 used to do > the ones who get there first won't be the smartest, they'll be the ones who started right now right now the average person opens Claude, types something, gets an answer, closes the tab they think they're using AI, but they're using maybe 10% of it I turned his lecture into 18 steps to actually use Claude the way it was designed, copy-paste prompts included full guide in the post below.
Anatoli Kopadze827,181 views • 1 month ago

Nvidia will pay you to put a $250,000 data center outside your house you don't touch it, you don't manage it, you just collect around $1,000 a month for the electricity and Wi-Fi it uses it looks like an AC unit, it's actually 16 Blackwell GPUs running AI workloads around the clock it's built by Span, a startup Nvidia invested in to make distributed compute a reality the reason Nvidia put money into this is simple they need compute everywhere and building data centers takes years and their solution is to skip the construction entirely, use residential grid capacity and deploy through your neighborhood instead this is much cheaper, faster, and can scale to millions of homes but there is still a question nobody has answered yet, what happens if someone steals it also, technically they could give each homeowner access to a slice of the compute even 2% of 16 Blackwell GPUs is more processing power than most people will ever use bookmark this, it's worth coming back to when you have time
Anatoli Kopadze402,207 views • 19 days ago

Anthropic CEO Dario Amodei: "it is absolutely wild that people are talking about the same tired political issues, when we are near the end of the AI exponential" here are three things that should stop you cold: one: at Anthropic, models already do "100% of today's coding tasks" two: a country of geniuses in a datacenter, 90% likely within 10 years three: he won't even buy more compute, because AGI is already this close meanwhile the world is busy with memes, elections, celebrity beef the most important shift of your lifetime is happening quietly, and the gap is already opening the ones who start building with these tools now end up on the other side of it that's exactly why I put together a step-by-step guide on building your own AI agent agents are the part of AI moving fastest right now, the full walkthrough is in the article below
Anatoli Kopadze51,053 views • 3 days ago

Anthropic engineers finally showed how they actually use Claude Code internally 31 minutes of internal workflow that most Claude users will never see on their own here's what they cover: > how to set up project context files the right way > custom commands that save hours of repeated work > hooks that make Claude behave exactly how you need > subagents and how to actually spec them properly "your agent isn't the problem, your spec is" the people who understand how Claude Code actually works inside Anthropic are shipping things everyone else thinks requires a whole team that's exactly why I put together a breakdown of Claude features most people have never discovered you can find it below
Anatoli Kopadze308,084 views • 21 days ago

Anthropic Head of Product: "Fable 5 is the best model we've ever shipped for agentic work. Our engineers now ship 8x more code than they did in past years." in 42 minutes, the Anthropic team shows how to build self-improving agent systems with Fable 5: managed agents, dreaming, dynamic workflows worth more than a $500 agent building course live from Anthropic's latest stage in Japan, just hours ago i turned everything they showed on stage into a step-by-step guide on building your own agent you can find the full guide below
Anatoli Kopadze76,531 views • 5 days ago

This 3-minute video from Anthropic will make you realize you've been using Claude wrong this whole time "when you open Claude Code without a CLAUDE.md file, it has to start fresh every single time" most people have no idea how much this one file changes the way Claude actually works for you and this isn't only for developers the article below has 21 CLAUDE.md examples you can use in your daily routine I'm sure everyone will find something that fits exactly how they work
Anatoli Kopadze486,909 views • 1 month ago

Google DeepMind CEO: "The gap between people who use AI and people who don't will be the largest skill divide in human history" Demis Hassabis spent 50 minutes at Stanford saying things most CEOs would never say publicly this is exactly the kind of conversation people pay $250,000 to be in the room for if you want to stay competitive, understanding AI is no longer optional I wrote a full guide on Claude features 99% of people don't know exist watch this video, then read the article below those two things alone put you ahead of most people using AI right now
Anatoli Kopadze109,795 views • 14 days ago

This guy with no design background just built a 3D website that would have cost a client $8,000 at any agency. He didn't hire a developer. He didn't open Figma. He opened Claude and started typing what he wanted to see. 3D objects that move on scroll. Animations that follow the cursor. Cinematic transitions between sections. Claude generated the code. Emergent rendered it live. He adjusted with more prompts until the screen showed something he couldn't have built in 6 months of learning. The whole thing took one afternoon. What used to require a senior developer and a $15,000 budget now requires knowing how to describe what you want clearly. That's it. That's the only skill. Most people have Claude. Almost none of them know how to actually use it. This article below fixes that.
Anatoli Kopadze361,680 views • 1 month ago