Anatoli Kopadze (@AnatoliKopadze)
@AnatoliKopadze
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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 AI
you can find it below with ready-to-copy prompts and solutions
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Anthropic engineer:
"Fable 5 is already smarter than we know how to use. The bottleneck was never the AI, it's you."
In 19 minutes he shows exactly how to get everything out of Claude with no extra tools, no extra costs.
You're already paying for all of this, just not using it.
Watch the session, then read the guide below on the Claude features 99% of users never find.
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Head of Engineering Shopify:
"AI writes the code, AI reviews the code. Your job is just to write the loops around it."
26 minutes on how AI changed the way 3,000 engineers work inside a single company.
Ignoring it while everyone else uses AI to do more is the fastest way to fall behind.
Watch it, then read the step by step guide on loops below.
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Anthropic Managed Agents Lead:
"Over 90% of Anthropic engineers already build with self-improving loops.
My agentic loops run for hours and cost almost nothing."
In 40 minutes she builds an AI agent from scratch and shows how engineers at Anthropic use them daily.
This video is worth more than any $600 course on agents.
Watch it today, then read the guide on building loops below.
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Godfather of AI: "If you sleep well tonight, you may not have understood this lecture."
This 47-minute lecture is the best thing I've seen about AI in the last few months.
Hinton built the neural networks behind every AI alive, then quit Google to warn us it's already ahead of us on most cognitive tasks.
Despite that, most people open Claude, type one thing, close the tab and think they're using AI, but they're using maybe 10%.
I turned his talk into 17 Claude features 99% of users never find.
Watch the lecture, then read the article below.
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Anthropic engineer:
"Most people will use Sonnet 5 and Fable 5 wrong. You can set them up right in one afternoon and stop overpaying every single day."
In 31 minutes he shows how to test every model against your real use case and stop overpaying for nothing.
Watch the session, then read the guide below on the Claude features 99% of users never find.
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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 all of this by hand.
Watch the session, then save the guide below.
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Spotify Chief Architect, Niklas Gustavsson:
"Once we implemented loops in our workflow, our agent success rate went from 20-30% to 80%."
26 minutes with Claude Code creator Boris Cherny on how Spotify runs AI agents across 20 million lines of code.
Today 73% of their code is written by AI, most merged without a human ever seeing it.
The model matters less than the loop you build around it.
Watch it, then read the full guide on building loops below.
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Google just dropped a free 8-minute lesson on building your first AI agent.
This is the clearest explanation of AI agents and loops you'll find anywhere.
People are paying $500 for courses that teach less than this.
Watch it, then read the step by step guide on building loops for your agents below.
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Anthropic CEO:
"There are jobs that took generations to build that may disappear."
One of the best interviews I've seen in a long time.
31 minutes of pure insight from the man running a $965B company.
The whole economy splits in two: people who use AI, and people who get replaced by those who do.
This isn't a forecast, it's already happening and you can't adapt while ignoring it.
Watch it, then read the guide on Claude features that 99% of users don't know exist below.
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Head of Engineering Shopify:
"AI writes the code, AI reviews the code. Your job is just to write the loops around it."
26 minutes on how AI changed the way 3,000 engineers work inside a single company.
Ignoring it while everyone else uses AI to do more is the fastest way to fall behind.
Watch it, then read the step by step guide on loops below.
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Peter Steinberger, the guy who built OpenClaw just shared his actual workflow:
"Each loop is so much faster now that I ship more than ever with way less effort."
19 minutes from the person who knows more about AI agents and loops than anyone else.
Watch it, then read the full guide on loops below.
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Google Brain founder, Andrew Ng:
"100% of my tasks are done by ai agents, self-improving loops are next.
Give it 3-6 months and prompting is gone."
31 minutes of clear explanation on building self-improving agents from scratch.
Worth more than any $500 agentic course.
Watch it, then read the full guide on loops below.
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Anthropic engineers just showed how they build a full app from scratch, using a loop of agents
40 minutes from the team behind Claude Code
they used three agents: one to plan, one to build, one to judge, cycling until the app actually works
the winners won't have the smartest model, they'll have the best loop
watch it, then read the full guide on how to actually use loops below
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NVIDIA CEO, Jensen Huang:
"Nobody writes prompts anymore. The new job is to write and handle loops."
This is the shift that's going to define the rest of 2026.
53 minutes of pure insight from one of the richest men on earth.
Watch it, then read the full guide on how to actually use loops below.
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Karpathy just said the people who don't use LLMs are already losing
he spent 4 minutes explaining why smart people are still going to fall behind
not only the people who refuse AI, but also those who think signing up for Claude counts as using it
typing a prompt and reading what comes back isn't the skill, anyone can do that
the real shift is going from asking AI things to building something that runs without you
that's exactly why I wrote an article on Claude features most people don't even know exist
read the article below and you'll already be ahead of 99% of people
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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
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SOMEONE JUST CREATED AI TECHNOLOGY THAT MAKES WIFI SEE THROUGH WALLS. IT READS YOUR HEARTBEAT, BREATHING RATE, AND MOVEMENT ON THE OTHER SIDE.
you don't need to be in the room, a camera, or anything except a WiFi signal and an AI that interprets what bounces back
this is not a government prototype, this already exists and someone just published it on GitHub
this is proof that with AI you can build almost anything you can imagine
that's exactly why I put together a guide on Claude features most people don't know exist
the article below shows exactly what that looks like in practice
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