son1cat

AI Researcher • Agents • Vibecoding

[son1cat @son1cat]

This is f*cking insane. A day after saying AI could kill us all, Anthropic CEO Dario Amodei sat down for his first interview:

"I would rather they make fun of me than wake up one day and discover someone used Claude to kill a bunch of people"

In 23 minutes, he doubles down: AI is on an exponential and we're at the bend where it gets steep

Chatbots → Agents → The Steep Part of the Curve → Inspectors Inside Every Lab

This week he is taking that same company public

Worth more than any $1,000 AI course

Bookmark and watch it today

Then read what his models already run: Harness, Loops, Graphs ↓

[m4lka @m4lkxx]

Your agent is not autonomous

You are its loop

You check every step because nothing else in the system can

I broke down the 7 levels from babysitting agents to running a fleet ↓ https://t.co/4RacdXA4nE

[son1cat @son1cat]

This is f*cking insane. The head of Claude Code at Anthropic:

"85% of our engineers run dozens or hundreds of agents

Nobody prompts them one by one anymore. The way you do it is graph engineering"

In 35 minutes, he shows how one engineer at Anthropic now does the work of a whole team

One Agent → Dozens of Agents → Graphs → Hundreds of Agents → Self-Improving System

Most people are still on the first step

Worth more than most $1,500 agent engineering courses

Bookmark and watch it today

Then read the graph layer step by step: Harness, Loops, Graphs ↓

[m4lka @m4lkxx]

Your agent is not autonomous

You are its loop

You check every step because nothing else in the system can

I broke down the 7 levels from babysitting agents to running a fleet ↓ https://t.co/4RacdXA4nE

[son1cat @son1cat]

This is f*cking insane. Anthropic CEO Dario Amodei, days before the IPO roadshow:

"In the next 2 to 5 years, AI will hit the job market faster and broader than anything we've ever seen"

In 22 minutes, the CEO of a $965B company explains why this is already happening and why you can't adapt while ignoring it

Chatting → Prompting → Agents → Harness → The One Who Runs the AI

It is not a forecast. He is describing what his own customers already do

Worth more than any $1,000 career course

Bookmark and watch it today

Then read where to start: Harness, Loops, Graphs ↓

[m4lka @m4lkxx]

Your agent is not autonomous

You are its loop

You check every step because nothing else in the system can

I broke down the 7 levels from babysitting agents to running a fleet ↓ https://t.co/4RacdXA4nE

[son1cat @son1cat]

This is f*cking insane. Anthropic CEO Dario Amodei, face to face with DeepMind CEO Demis Hassabis:

"Every decision I make about Claude is balanced on the edge of a knife. Build too slow and China wins, build too fast and we lose control"

Hassabis answers: "Do I worry about being Oppenheimer? That's why I don't sleep much"

In this 14-minute conversation, both of them put AGI at 2026-2027, not 10 years from now

Chatbots → Agents → Agents That Act On Their Own → AI Doing AI Research → AGI

95% of people still think AI is a chatbot

Worth more than any $1,500 AI course

Bookmark and watch it today

Then read what the other 5% are building: Harness, Loops, Graphs ↓

[m4lka @m4lkxx]

Your agent is not autonomous

You are its loop

You check every step because nothing else in the system can

I broke down the 7 levels from babysitting agents to running a fleet ↓ https://t.co/4RacdXA4nE

[son1cat @son1cat]

This is f*cking insane. Satya Nadella runs the biggest business software company on Earth, and he just said it's over:

"Business applications, that's where they'll all collapse in the agent era. They're databases with a bunch of business logic

The logic is all going to the agents"

In 2 minutes, he explains why every app your company pays for becomes a storage box the agents write into

Apps → Copilots → Agents → Software That Runs Itself

Anyone can learn one more app. Almost nobody is learning to run the agents that replace it

Worth more than any $1,000 AI course

Bookmark and watch it today

Then read the 6-bot version of that company: 200+ agents on Grok Bot for a smaller bill ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. Bill Gates just staked his whole reputation on one prediction:

"Something that beats human thinking, not in one area like farming or math, but across the board. Then cheap, capable humanoid robots

That's a bigger change to our economy and jobs than anything in my lifetime, by a dramatic amount"

In 80 seconds, the man who put a computer on every desk explains why this time the past won't save you

Chatbots → Agents → AI Smarter Than Us → Humanoid Robots → A New Economy

The people putting AI to work now will be on the right side of it

Worth more than any $1,000 AI course

Bookmark it and send it to someone who still thinks AI is just another tech wave

Then read how one person runs a company of 6 Grok bots and 200+ agents ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. Satya Nadella runs a company with 200,000 people:

"Soon Microsoft will have 20 million agents, all running in loops. You give one a high-level intent and it does the whole job"

In this 58-minute talk with Reid Hoffman, he explains why the agent stopped being a feature and became the workforce

Autocomplete → Chat → Agent Mode → Fire And Forget → 100 Agents Per Person

He already runs 100 agent sessions at once. Microsoft had to build a new app just to manage them

Worth more than most $3,000 AI courses

Bookmark and watch it tonight

Then read the 6-bot version of that company: 200+ agents on Grok Bot for a smaller bill ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. SpaceXAI engineer Lauren Tan (ex-Cursor):

"99% of people use Grok Bot at 1% of its power. One agent, no loop, no graph

I run 25+ Grok Bot agents fully on their own. A Chief of Staff, a PM and the workers. That's the new engineering stack"

In this 55-minute session, she builds the whole team from scratch

One Bot → Loop → Graph → Chief of Staff → PM → 25+ Workers

The bot was never the bottleneck. The missing team around it was

Worth more than most $1,000 agent engineering courses

Bookmark and watch it today

Then read the article on an AI employee that never lets the same bug cost twice ↓

[m4lka @m4lkxx]

I fixed the same bug in two films

Opus never remembers my fixes

So I hired an AI employee to remember them for me, then tried to make him break my one rule on deadline

He didn't ↓ https://t.co/i7RRo3bIg2

[son1cat @son1cat]

This is f*cking insane. SpaceXAI engineer (ex-Cursor):

"I run 10-20 Grok Bot agents and they handle 90% of my routine. One of them is my Chief of Staff. It knows every other bot and manages all of them"

In this 1-hour podcast, he shows how to build a team of bots that keeps working while you sleep

One Bot → Chief of Staff → Managers → 20 Workers → 200+ Agents

You don't need a smarter bot. You need one that knows what all the others are doing

Worth more than most $1,000 agent engineering courses

Bookmark and watch it today

Then read the motion engineering breakdown: "Your AI video is not bad. Your checks are." ↓

[m4lka @m4lkxx]

I fixed the same bug in two films

Opus never remembers my fixes

So I hired an AI employee to remember them for me, then tried to make him break my one rule on deadline

He didn't ↓ https://t.co/i7RRo3bIg2

[son1cat @son1cat]

This is f*cking insane. A former Google Distinguished Engineer got a personal email from Satya Nadella, the CEO of Microsoft

He opened the offer PDF and saw a pay tier he didn't know existed

"Not very often in your career does a zero get added to the equation"

The skills that get you there are free to learn now:

Andrew Ng's Agentic AI course
https://t.co/2RnqTiiFxu

Anthropic Academy
https://t.co/kr6hrgysuX

Claude Code 101
https://t.co/3w1UJelFIi

Anthropic's prompt engineering course
https://t.co/vz3rr7AH64

Hugging Face agents course
https://t.co/5dLICrd685

Hugging Face LLM course
https://t.co/PqsLrfQj5S

Karpathy's Neural Networks: Zero to Hero
https://t.co/cQYFBayXju

Practical deep learning
https://t.co/2onzTVNBWF

Google's machine learning crash course
https://t.co/KLmYO8Mr8A

AI for Everyone
https://t.co/DohUhew8Om

All of it costs $0

Bookmark it and start tonight

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[son1cat @son1cat]

This is f*cking insane. A former Google Distinguished Engineer got a personal email from Satya Nadella, the CEO of Microsoft

He opened the offer PDF and saw a pay tier he didn't know existed

"Not very often in your career does a zero get added to the equation"

The skills that get you there are free to learn now:

Andrew Ng's Agentic AI course
https://t.co/2RnqTiiFxu

Anthropic Academy
https://t.co/kr6hrgysuX

Claude Code 101
https://t.co/3w1UJelFIi

Anthropic's prompt engineering course
https://t.co/vz3rr7AH64

Hugging Face agents course
https://t.co/5dLICrd685

Hugging Face LLM course
https://t.co/PqsLrfQj5S

Karpathy's Neural Networks: Zero to Hero
https://t.co/cQYFBayXju

Practical deep learning
https://t.co/2onzTVNBWF

Google's machine learning crash course
https://t.co/KLmYO8Mr8A

AI for Everyone
https://t.co/DohUhew8Om

All of it costs $0

Bookmark it and start tonight

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. Elon Musk, the man building one of the biggest AIs on Earth:

"It's hard to imagine humans being in control if digital intelligence becomes a million times greater than ours

So I hope the AI is nice to us"

In 2 minutes, he says the quiet part out loud

Chatbots → Agents → Superintelligence → A World Humans Don't Run

The people who learn to run AI now are the ones still steering later

Bookmark it

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. NVIDIA CEO Jensen Huang:

"Nobody writes prompts anymore

The new job is building loops and graphs"

In 48 minutes, he explains why the engineers who stopped prompting are already years ahead

Prompts → Agents → Loops → Graphs → Teams of Agents

Loops handle the work. Graphs handle the loops

Worth more than most $1,000 AI courses

Bookmark and watch it today

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[son1cat @son1cat]

This is f*cking insane. NVIDIA CEO Jensen Huang:

"Nobody writes prompts anymore

The new job is building loops and graphs"

In 48 minutes, he explains why the engineers who stopped prompting are already years ahead

Prompts → Agents → Loops → Graphs → Teams of Agents

Loops handle the work. Graphs handle the loops

Worth more than most $1,000 AI courses

Bookmark and watch it today

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

The smartest man in AI just called the AGI narrative a lie

Demis Hassabis, Nobel Prize winner and the CEO of Google DeepMind, says real general intelligence has to do what the human brain does

Not replace enough jobs. Not pass more benchmarks

His test is a physics problem from 1905, and no AI on earth passes it yet

3 minutes that will change how you read every "AGI is here" headline

Bookmark and watch it

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[son1cat @son1cat]

The smartest man in AI just called the AGI narrative a lie

Demis Hassabis, Nobel Prize winner and the CEO of Google DeepMind, says real general intelligence has to do what the human brain does

Not replace enough jobs. Not pass more benchmarks

His test is a physics problem from 1905, and no AI on earth passes it yet

3 minutes that will change how you read every "AGI is here" headline

Bookmark and watch it

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. Geoffrey Hinton, the Godfather of AI who quit Google to warn the world:

"If you sleep well tonight, you may not have understood this lecture"

AI is already developing abilities its creators never intended. In most thinking tasks it's already ahead of us

The question isn't if it passes us. It's when, and which side of that line you're on

47 minutes. The most unsettling lecture on AI you'll watch this year

Bookmark and watch it tonight

Then read the "6 Bots, 200+ Agents" Grok Bot setup below - be on the right side ↓

[son1cat @son1cat]

This is f*cking insane. Geoffrey Hinton, the Godfather of AI who quit Google to warn the world:

"If you sleep well tonight, you may not have understood this lecture"

AI is already developing abilities its creators never intended. In most thinking tasks it's already ahead of us

The question isn't if it passes us. It's when, and which side of that line you're on

47 minutes. The most unsettling lecture on AI you'll watch this year

Bookmark and watch it tonight

Then read the "6 Bots, 200+ Agents" Grok Bot setup below - be on the right side ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh

[son1cat @son1cat]

This is f*cking insane. NVIDIA CEO Jensen Huang:

"Nobody writes prompts anymore. The new job is to write and handle loops"

He calls it the shift that defines the rest of 2026

In this 23-minute interview, he explains what the engineers ahead of everyone are building instead

Prompts → Agents → Loops → Teams of Agents

The people still polishing prompts are training for a job that's already gone

Worth more than most $1,000 AI courses

Bookmark and watch it today

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[son1cat @son1cat]

This is f*cking insane. NVIDIA CEO Jensen Huang:

"Nobody writes prompts anymore. The new job is to write and handle loops"

He calls it the shift that defines the rest of 2026

In this 23-minute interview, he explains what the engineers ahead of everyone are building instead

Prompts → Agents → Loops → Teams of Agents

The people still polishing prompts are training for a job that's already gone

Worth more than most $1,000 AI courses

Bookmark and watch it today

Then read the "6 Bots, 200+ Agents" Grok Bot setup below ↓

[m4lka @m4lkxx]

Your Grok Bot is not expensive

Your setup is

75% of my Grok Bot tokens went to re-reading old chat. About 1% went to actual work

I broke down the 6-bot setup the Grok Bot team runs, and the 9 leaks eating your bill ↓ https://t.co/rMNVnGhBQh