Forget Prompt Engineering - This Is What Actually Matters in AI

May 13, 2026 14:07 · 16:31 · English · Whisper Turbo · 2 Дисплей
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
There's a five -letter word that's going to decide your paycheck for the next decade.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
It's not agents,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it's not coding,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it's ADAPT and it's a framework that will take any person from being
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
an AI resistor to an AI pro.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I'll explain.
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Last Monday,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
a friend of mine,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
a guy who runs a 200 -person company,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
walked into his own Monday meeting and couldn't understand half the words
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
his own team was using.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
R -A -G -M -C -P,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
agents vibe coding.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This is the guy signing their paychecks,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
by the way.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And he texted me after the meeting saying,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Vaibhav,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I felt like I walked into the wrong office.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That feeling has a name.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
It's what happens when the world changes languages overnight and forgets to send
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you the memo.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Your job title is using words that didn't exist 24 months ago.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
A 22 -year -old intern on your team is finishing in two hours
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
what used to take you two full days of work.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And somehow you're expected to catch up while also still doing your
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
actual day job.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So here's what I'm handing you today.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The exact playbook I wish somebody gave me back in 2022.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Five stages.
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A, D,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
A, P,
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T. That will take you from an AI resistor all the way up.
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to AI orchestrator.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
By the end of this video,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you will know which stage you're stuck at.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You'll know exactly what to learn next.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And I'm going to show you the one stage where 94 out of every
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
100 people quit forever.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That's the real reason most people stay broke in this AI economy while
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
their co -workers are making 56 % more money doing the exact same
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
job at the exact same desk.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Hi, I'm Vaibhav.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I run three AI companies and train people across 150 plus
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
countries.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I've studied
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI thoroughly and now want to teach you how to leverage it and become successful.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I also have a free WhatsApp community where I share tools,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
tips and tricks.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So if that interests you,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you can click on the link in the description.
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Let's jump directly into stage one.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And that is acknowledge.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This is where you stop lying to yourself.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And look,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I know most of you watching right now have said some version of AI
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
won't replace me.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
My job is too creative.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
My clients need a real human.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
My industry is too regulated for any of this.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I've heard every single version of that line for three straight years.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And every single one of them is wrong.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Here's the actual truth.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
MIT published a study.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
11 .7 % of every job today can already
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be automated.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That's not a prediction for 2030.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That's not hype from a tech CEO trying to pump his stock.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That's a measurement right now as you're sitting there watching this.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
But here's the part.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Nobody on the internet is saying out loud.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI is not just chat GPT or just a chat bot sitting on your phone.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI now spans text,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
data,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
images,
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video,
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voice,
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code.
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and automation.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That's seven separate worlds.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And most people know one of the seven.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So if you've been telling yourself you're using AI because you asked ChatGPT
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
to write your emails one time last week,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I have bad news for you.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The acknowledge stage is not about tools.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
It's about identity.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You have to accept that the people who are ahead of you right now are
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
not smarter than you.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
They're not more talented than you.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
They just started 24 months earlier than you did.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And the only thing standing between you
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
and where they are is one decision start learning the new language of ai
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
today that's the whole stage a just brutal honesty about
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
where you actually stand this is the messy stage this is the jack of
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
everything master of nothing stage this is where 94 out
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
of every 100 people get stuck forever
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
dabbling means you touch 30 plus tools across 30 plus use cases
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you're not trying to become an expert at anything yet you're building a map inside your
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
own head you're teaching your brain what is actually possible with ai
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
in the real world right now let me give you the actual toolkit because most
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
ai tool lists you've seen floating around the internet are honestly just seo
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
garbage written by people who don't use any of it this is the one i
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
actually open every day for thinking and writing you're picking one of chat g
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
For research,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
perplexity handles quick answers with real sources.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Notebook Clem is what you open when you have a 60 -page PDF that
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you honestly don't want to read.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And Gemini Deep Research is for when you want a full 20 -page briefing
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
on literally any topic in 10 minutes.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
For images,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
ChatGPT Images 2 is the best in world right now.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
For presentations,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it's Gamma.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
close your powerpoint i'm not kidding if you're still starting your decks from a blank slide
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you're burning hours of your life that you're not getting back for data work
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you can use julius ai you just upload your excel file you talk
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
to it like a human you watch it build charts in 30 seconds the first
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
time you see it it's wild for music use suno
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
for sound effects and voice cloning use 11 laps for indian
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
language voices it's sarvam because nobody else nails hindi or
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tamil or telugu the way they do for voice
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For agents, the kind that actually pick up phone calls and talk to real humans,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you've got Vapi and Retel.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
For video,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Heyjen gives you a talking avatar of yourself.
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Pika gives you cinematic clips.
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For automation,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
use Zapier if you want drag and drop.
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For building actual working apps,
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use Lovable or Replit or Cursor.
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You might be thinking right now,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Vaibha, this is too many tools,
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I will never remember them.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Good.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That is literally the point.
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You are not building a library in your head.
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You are building a vibe,
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a sense for what AI can do.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
When a problem shows up tomorrow,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
your brain will remember there was a tool for that and Google will take you the
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rest of the way.
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This is why dabbling is only stage two out of five.
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Let's look at the other three stages.
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So you dabbled,
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you touched 30 tools,
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your head is spinning,
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your bank account has not moved,
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and you are starting to wonder if this whole AI thing was a lie.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it was not you just need to do the opposite of what got you here which
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
is exactly what stage 3 is about stage 3 is amplify amplify
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is where you stop being a tourist and you start being a resident what you do in
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
this stage is that you pick three to five tools just three to
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
five and you push each one of them to the absolute limit you learn every
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setting
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every use case until failure mode you stop reading articles about the
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tool and you start using it for actual paid work here's how you pick your
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three to five do not pick the tools that look cool on twitter
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Pick the tools that actually solve a problem sitting on your desk right now.
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If you write for a living,
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your stack is probably Claude plus Perplexity.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
If you build software,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it's Cursor plus Lovable.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
If you create content,
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it's 11 labs plus ChatGPT image 2 .0 plus Heijen.
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Your three to five are going to look completely different from mine.
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That is the entire point of the exercise.
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Now,
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when you actually start amplifying,
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you start unlocking the real vocabulary.
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And I'm going to teach you four specific words right now because they're going to
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come up
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in every AI conversation at every company for the next five years.
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You will feel genuinely stupid in meetings if you don't know them.
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One, word one is system prompts.
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In plain English,
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a system prompt is the briefing you give the AI before you start chatting with
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it. Think about a new hire walking in on day one.
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You do not just hand them a phone and say,
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start answering calls.
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You tell them,
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you're a customer support agent,
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you speak English and Hindi.
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If somebody yells at you,
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stay calm and transfer to a manager.
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Same thing goes with AI.
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Two, word to is R -A -G.
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That stands for Retrieval Augmented Generation.
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I'll simplify this.
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It's when you give the AI access to your own documents.
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So now it stops making things up and starts answering from your actual
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data.
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Word three is MCP,
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that stands for Model Context Protocol.
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In plain English,
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think of it as a USB port for AI.
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Before MCP,
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your AI could talk,
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but it could not do.
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It could not open your Slack or touch your calendar.
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With MCP,
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you plug it in and now your AI can actually do things inside those apps.
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Four, word four is fine tuning.
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In plain English,
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this is taking a general AI model and training it for one specific
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job.
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A general physician knows a little about everything.
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A cardiac surgeon knows one thing and knows it well.
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Fine -tuning turns a general AI into a cardiac surgeon AI
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but for your specific use case.
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That's it.
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If you know those four words,
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you can walk into any AI meeting at any company in 2026 and
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you will not feel like you walked into the wrong office again.
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Now let's move on to stage four where the money actually shows up.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Stage four is problem solved.
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This is where the money actually starts showing up in your bank account.
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The shift here is simple,
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but 95 % of people miss it.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Listen to this carefully.
8:43
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You need to stop thinking in tools and start thinking in problems.
8:46
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Real problems are never a single tool.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
problems are five or six tools stitched together with a human sitting in the middle making
8:53
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
judgment calls.
8:54
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Let me walk you through two real problems and exactly how to solve each one
8:58
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
right now.
8:59
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Stay with me for the next five minutes.
9:01
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
If you take nothing else from this video,
9:03
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
take what comes next because what I am about to show you is literally the difference
9:07
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
between somebody making 15 lakhs a year and somebody making 15 lakhs a month
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
with the same skill set.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Problem one is needing a product photo shoot and a 100 at creatives
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
live by the next morning.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
let's go before ai here's what this looked like you'd hire a creative agency
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
they'd quote you at least a lakh rupees they'd take two to three weeks and
9:26
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
come back with maybe 20 options you pay and use half maybe but
9:31
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
here's the new workflow step one higgs field or chat gpt image 2
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
.0 takes your single product photo and generates 50 variations
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
in different styles angles lighting moods that takes about an hour
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
step two
9:44
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Claude or ChatGPT writes 20 different headlines paired with 20 different
9:48
S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
body copy variations in four languages if you want.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That takes 15 minutes.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step 3.
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S… Speaker 2 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You sit in your chair and pick the winning angles and which hook actually
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
resonates.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step 4.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Canva AI assembles all the creatives into Meta and Google Ad formats
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
automatically.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step 5 N8N or Make
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
pushes the whole batch straight into Meta Ads Manager overnight.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step six,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the meta algorithm picks the winners for you with real money.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step seven,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Julius AI analyzes which ones actually perform the next morning and
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you feed that learning back into the prompt for round two.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
What used to take an agency two weeks and a lot of money now takes
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
one person an afternoon and a few thousand rupees in credits.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And the version you ship is better because you tested 100 options
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
instead of 20.
10:35
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Let's take a second problem statement.
10:36
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
We want a receptionist to handle 1000 calls a day across
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
12 clinics.
10:41
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This one's the one that blew my mind.
10:43
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
A medical group in Chennai has 12 clinics.
10:45
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Before this project,
10:47
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
30 % of their incoming calls were going unanswered.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Receptionists were overloaded,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
patients were angry,
10:52
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
and the company's revenue was leaking.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So here's the solution they built.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step one, the operations team listened to 200 real call recordings in
11:00
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
order to understand what people actually call about.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step two,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
they built the voice agent and gave it a system prompt that went something like this.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You are a receptionist for a medical clinic.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You speak English,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Hindi, Tamil and Telugu.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Your job is to handle appointment bookings,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
rescheduling and basic questions.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
For any complaint,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
transfer immediately to a human.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step three, they connected Sarwam AI for Indian language handling because the
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
default American voices sound like robots when they try Tamil.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Sarwam actually sounds human in four Indian languages.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step four,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
they used MCP to connect the agent directly to the clinic's calendar
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
booking system.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So when the AI books an appointment,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
it books an actual appointment.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Step five, they set up rules.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So the moment somebody uses a complaint keyword,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the call gets transferred to a real human with context already passed along.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So the patient doesn't repeat themselves.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The result was that
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
out of 1000 plus calls handled per day.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
70 % fully resolved by the agent.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Only 30 % escalated to humans who are now only handling the complicated cases.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The clinic saved three receptionist worth of salary in the first month.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The agent would pick up the phone in 0 .8 seconds,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
24 hours a day in four languages.
12:08
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You see what just happened across those problem statements?
12:11
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I did not teach you a tool.
12:12
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I taught you a workflow.
12:14
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And the workflow is worth a thousand times more than any single tool.
12:18
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Because the workflow solves a real
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
problem that a real human will pay real money for the tool just does a task and this
12:24
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
is where your first earnings come in I call this the arbitrage window right now
12:28
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
there are companies paying two to five lakh rupees a month to people who can do exactly
12:32
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
what I just walked you through MCP integration voice agent deployment AI
12:37
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
agent design these job rules did not exist 18 months ago they pay more than most
12:41
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
engineering jobs and nobody has a college degree in any of them you learn them by
12:45
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
building them that
12:46
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
is the window it is open right now it closes the moment everybody else catches
12:50
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
up which best case gives you 24 months but closing deals at 2 to 5
12:54
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
lakhs a month is still not the top there is one stage above this and the gap between
12:59
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
stage 4 and stage 5 is the biggest jump in this entire video and remember i
13:03
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
promised to tell you why 94 percent of people quit here it is they
13:07
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
quit between the stages of dabble and amplify they touch 40 tools but
13:11
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
they never pick three
13:12
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
They confuse activity with actual progress.
13:15
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
They tell themselves they're keeping up with AI when what they're really doing
13:19
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
is consuming content about AI instead of using it to solve a problem.
13:23
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And three years from now,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
they'll be the ones telling you AI is overhyped while their co -worker at
13:28
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the next desk is making two times their salary and going home at 4pm.
13:33
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
At stage 5,
13:34
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
there are many ways to monetize all of this.
13:36
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
One is an automation agency.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Second is AI consulting.
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
building and selling AI agents.
13:42
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Four is corporate AI training.
13:44
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Five is an AI product founder,
13:46
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the hardest path,
13:47
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the longest timeline and also the biggest outcome if you hit it.
13:52
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And sixth is the one nobody talks about.
13:54
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Internal AI lead inside your current company.
13:57
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This often pays more than switching jobs and you get to build without
14:01
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
starting from zero.
14:02
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Stage five,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
tie together.
14:04
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This is the final stage.
14:05
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This is where you stop being a practitioner and you become an orchestrator.
14:09
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
What does that actually mean?
14:10
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You are no longer using tools one at a time.
14:13
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You are designing systems where multiple AI tools work together in the
14:17
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
background without you touching any of them.
14:19
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You wake up in the morning and your AI has already read your inbox,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
summarized the three emails that actually matter,
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S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
drafted replies to two of them,
14:27
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
and scheduled a meeting for the third.
14:29
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Your AI has read every article in your industry overnight and
14:33
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
placed a one -page briefing on your desk.
14:36
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Your AI is watching your calendar and rescheduling conflicts before they
14:40
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
ever become problems you have to solve.
14:42
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
This is what I call the digital chief of staff.
14:44
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
You are not an employee of AI anymore.
14:46
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI is an employee of you.
14:47
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And the gap in out...
15:00
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I have watched this happen inside my own three companies.
15:03
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
It is genuinely spooky to see an action.
15:06
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Quick thing for the founders watching.
15:08
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Me and my team actually run corporate AI trainings.
15:10
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
We have been brought in by Adobe,
15:12
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Razorpay,
15:13
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Uber and a bunch of others to train their teams on exactly this kind of stuff.
15:17
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
So if you are running a company and you want the same kind of session for your people,
15:21
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the email is in the description.
15:22
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Just write to us.
15:23
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Before I let you go,
15:24
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
here are three rules that will stay true no matter how fast AI keeps moving.
15:28
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
One,
15:29
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI will code,
15:30
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
humans will program,
15:31
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
the instruction always lives with you,
15:34
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
not the machine.
15:35
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Never forget that.
15:36
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
AI does not know what you want,
15:38
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you do.
15:38
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Two, clear thinking is the rarest skill of 2026.
15:42
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
The person who can write a crisp one -page brief will beat the person
15:46
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
who knows 15 tools every single time.
15:49
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Three, AI is the baseline,
15:51
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
not the finish line.
15:52
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
If your only edge is that you use AI,
15:54
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
you have no edge.
15:56
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Because in 18 months,
15:57
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
every single person on earth will.
15:59
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
Hope this helped.
16:00
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
And if you are not subscribed yet,
16:02
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
70 % of the people watching this are not.
16:05
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
YouTube literally will not show you the next one unless you fix that.
16:08
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
That was all for today.
16:10
S… Speaker 1 (Forget Prompt Engineering - This Is What Actually Matters in AI)
I'll see you in the next one.

Ин нусхаи навишташуда бо AI (муайянкунии худкори сухан) эҷод шудааст. Мумкин аст хатогиҳо дошта бошад - барои истифодаи муҳим бо аудиои аслӣ тафтиш кунед. Сиёсати AI

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