bottega.md

obsessed with ai and technology

u can do everything...

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates this:

"The day will come when AI will do all the things that we can do. Not just some of them, but all of them

Anything which I can learn, anything which any one of you can learn, the AI could do as well"

In this 9-minute speech, he explains why your brain is a biological computer, and why a digital one will learn everything it can

Neural Nets → AlexNet → ChatGPT → Safe Superintelligence → AI That Can Do Every Job

His advice for living through it: accept reality as it is, don't waste time regretting the past, and keep asking what the best next step is

"You may not take interest in AI, but AI will take interest in you"

The people who watch what AI can actually do, not the hype, will be the ones who know how much time they have

Worth more than any $5,000 AI course

Bookmark it and watch it tonight

Then read how to put AI to work for you before it takes the work in the harness engineering guide below ↓

[rari🈀 @0xwhrrari]

Your agent passed every test

The issue is still open

A better prompt won't fix it, because the model isn't the broken part

I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓ https://t.co/rcmwM1jrfB

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates this:

"The day will come when AI will do all the things that we can do. Not just some of them, but all of them

Anything which I can learn, anything which any one of you can learn, the AI could do as well"

In this 9-minute speech, he explains why your brain is a biological computer, and why a digital one will learn everything it can

Neural Nets → AlexNet → ChatGPT → Safe Superintelligence → AI That Can Do Every Job

His advice for living through it: accept reality as it is, don't waste time regretting the past, and keep asking what the best next step is

"You may not take interest in AI, but AI will take interest in you"

The people who watch what AI can actually do, not the hype, will be the ones who know how much time they have

Worth more than any $5,000 AI course

Bookmark it and watch it tonight

Then read how to put AI to work for you before it takes the work in the harness engineering guide below ↓

[bottega.md @bottegamd]

watch it now ↓ https://t.co/L9ZEiP1hgi

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder Ilya Sutskever went back to the University of Toronto and told the graduates this:

"The day will come when AI will do all the things that we can do. Not just some of them, but all of them

Anything which I can learn, anything which any one of you can learn, the AI could do as well"

In this 9-minute speech, he explains why your brain is a biological computer, and why a digital one will learn everything it can

Neural Nets → AlexNet → ChatGPT → Safe Superintelligence → AI That Can Do Every Job

His advice for living through it: accept reality as it is, don't waste time regretting the past, and keep asking what the best next step is

"You may not take interest in AI, but AI will take interest in you"

The people who watch what AI can actually do, not the hype, will be the ones who know how much time they have

Worth more than any $5,000 AI course

Bookmark it and watch it tonight

Then read how to put AI to work for you before it takes the work in the harness engineering guide below ↓

[bottega.md @bottegamd]

This is f*cking insane. Elon Musk, Ilya Sutskever and Sam Altman all warned about the same thing, years before anyone listened

Musk, 2017: "If AI has a goal and humanity just happens to be in the way, it will destroy humanity as a matter of course, without even thinking about it. No hard feelings"

Sutskever, 2024: "As AI begins to self-improve, its trajectory may become extremely unpredictable and uncontrollable"

Altman, 2014: "AI will probably most likely lead to the end of the world, but in the meantime, there'll be great companies"

In 20 seconds, Musk explains it with one picture: we don't hate ants, we just build the road, and goodbye anthill

Chatbots → Agents → Self-Improving AI → Nobody At The Wheel

The three men building it are telling you how it ends

The people who understand how these systems actually run will be the ones steering them

Send this to someone who still thinks AI is just a chatbot

Then read how agents are really built and kept under control in the enhanced edition of harness engineering below ↓

[rari🈀 @0xwhrrari]

Your agent passed every test

The issue is still open

A better prompt won't fix it, because the model isn't the broken part

I broke down the harness, loop and graph around it: what each one owns, how they nest, and which one to fix first ↓ https://t.co/rcmwM1jrfB

[bottega.md @bottegamd]

This is f*cking insane. Elon Musk, Ilya Sutskever and Sam Altman all warned about the same thing, years before anyone listened

Musk, 2017: "If AI has a goal and humanity just happens to be in the way, it will destroy humanity as a matter of course, without even thinking about it. No hard feelings"

Sutskever, 2024: "As AI begins to self-improve, its trajectory may become extremely unpredictable and uncontrollable"

Altman, 2014: "AI will probably most likely lead to the end of the world, but in the meantime, there'll be great companies"

In 20 seconds, Musk explains it with one picture: we don't hate ants, we just build the road, and goodbye anthill

Chatbots → Agents → Self-Improving AI → Nobody At The Wheel

The three men building it are telling you how it ends

The people who understand how these systems actually run will be the ones steering them

Send this to someone who still thinks AI is just a chatbot

Then read how agents are really built and kept under control in the enhanced edition of harness engineering below ↓

[bottega.md @bottegamd]

must to watch ↓ https://t.co/f8Vsic9ZKy

[bottega.md @bottegamd]

This is f*cking insane. Elon Musk, Ilya Sutskever and Sam Altman all warned about the same thing, years before anyone listened

Musk, 2017: "If AI has a goal and humanity just happens to be in the way, it will destroy humanity as a matter of course, without even thinking about it. No hard feelings"

Sutskever, 2024: "As AI begins to self-improve, its trajectory may become extremely unpredictable and uncontrollable"

Altman, 2014: "AI will probably most likely lead to the end of the world, but in the meantime, there'll be great companies"

In 20 seconds, Musk explains it with one picture: we don't hate ants, we just build the road, and goodbye anthill

Chatbots → Agents → Self-Improving AI → Nobody At The Wheel

The three men building it are telling you how it ends

The people who understand how these systems actually run will be the ones steering them

Send this to someone who still thinks AI is just a chatbot

Then read how agents are really built and kept under control in the enhanced edition of harness engineering below ↓

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder and former chief scientist Ilya Sutskever just described the future he doesn't like:

"Maybe every person will have an AI that does their bidding. It earns money for them, advocates for their needs, then writes a little report: here's what I've done

The person says great, keep it up. But the person is no longer a participant"

His only way out of it: people becoming part AI, through something like Neuralink++. And he admits he doesn't like that either

In this 1.5-hour interview, he explains why almost nobody can feel what's coming until it's already here

AI → Agents → AIs That Earn For You → Humans Who Are No Longer Participants

The way to stay a participant: learn to run the agents yourself, instead of just reading their reports

Worth more than any $4,000 AI course

Bookmark it and watch it tonight

Then read how to build agents you actually stay in charge of in the harness engineering guide below ↓

[rari🈀 @0xwhrrari]

https://t.co/3ANIWs48lJ

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder and former chief scientist Ilya Sutskever just described the future he doesn't like:

"Maybe every person will have an AI that does their bidding. It earns money for them, advocates for their needs, then writes a little report: here's what I've done

The person says great, keep it up. But the person is no longer a participant"

His only way out of it: people becoming part AI, through something like Neuralink++. And he admits he doesn't like that either

In this 1.5-hour interview, he explains why almost nobody can feel what's coming until it's already here

AI → Agents → AIs That Earn For You → Humans Who Are No Longer Participants

The way to stay a participant: learn to run the agents yourself, instead of just reading their reports

Worth more than any $4,000 AI course

Bookmark it and watch it tonight

Then read how to build agents you actually stay in charge of in the harness engineering guide below ↓

[bottega.md @bottegamd]

https://t.co/ivUzkwdA0Y

[bottega.md @bottegamd]

This is f*cking insane. OpenAI co-founder and former chief scientist Ilya Sutskever just described the future he doesn't like:

"Maybe every person will have an AI that does their bidding. It earns money for them, advocates for their needs, then writes a little report: here's what I've done

The person says great, keep it up. But the person is no longer a participant"

His only way out of it: people becoming part AI, through something like Neuralink++. And he admits he doesn't like that either

In this 1.5-hour interview, he explains why almost nobody can feel what's coming until it's already here

AI → Agents → AIs That Earn For You → Humans Who Are No Longer Participants

The way to stay a participant: learn to run the agents yourself, instead of just reading their reports

Worth more than any $4,000 AI course

Bookmark it and watch it tonight

Then read how to build agents you actually stay in charge of in the harness engineering guide below ↓

[bottega.md @bottegamd]

This is f*cking insane. Turing Award winner Yoshua Bengio, the other Godfather of AI, was asked when AI will start building new AI without humans:

"We shouldn't actually even engage in this, it should be illegal

Would we allow someone to do an experiment that could destroy the atmosphere, even if we're not sure if it's going to work or not? No"

In just over a minute, the most cited computer scientist alive explains why self-improving AI is the one experiment nobody should be allowed to run

AI → Agents → Agents That Build Agents → No Human In The Loop

Staying safe doesn't mean staying away from AI

It means being the one who keeps agents on a leash: checks, limits and a human who signs off

95% will find out what self-improving AI does when it happens to them, the 5% who build the guardrails will be the ones everyone calls

Worth more than any $3,500 AI course

Bookmark it and watch it tonight

Then read how to build agents with real guardrails in the harness engineering guide below ↓

[rari🈀 @0xwhrrari]

https://t.co/3ANIWs48lJ

[bottega.md @bottegamd]

This is f*cking insane. Turing Award winner Yoshua Bengio, the other Godfather of AI, was asked when AI will start building new AI without humans:

"We shouldn't actually even engage in this, it should be illegal

Would we allow someone to do an experiment that could destroy the atmosphere, even if we're not sure if it's going to work or not? No"

In just over a minute, the most cited computer scientist alive explains why self-improving AI is the one experiment nobody should be allowed to run

AI → Agents → Agents That Build Agents → No Human In The Loop

Staying safe doesn't mean staying away from AI

It means being the one who keeps agents on a leash: checks, limits and a human who signs off

95% will find out what self-improving AI does when it happens to them, the 5% who build the guardrails will be the ones everyone calls

Worth more than any $3,500 AI course

Bookmark it and watch it tonight

Then read how to build agents with real guardrails in the harness engineering guide below ↓

[bottega.md @bottegamd]

check it https://t.co/rg8IMDKchB

[bottega.md @bottegamd]

This is f*cking insane. Turing Award winner Yoshua Bengio, the other Godfather of AI, was asked when AI will start building new AI without humans:

"We shouldn't actually even engage in this, it should be illegal

Would we allow someone to do an experiment that could destroy the atmosphere, even if we're not sure if it's going to work or not? No"

In just over a minute, the most cited computer scientist alive explains why self-improving AI is the one experiment nobody should be allowed to run

AI → Agents → Agents That Build Agents → No Human In The Loop

Staying safe doesn't mean staying away from AI

It means being the one who keeps agents on a leash: checks, limits and a human who signs off

95% will find out what self-improving AI does when it happens to them, the 5% who build the guardrails will be the ones everyone calls

Worth more than any $3,500 AI course

Bookmark it and watch it tonight

Then read how to build agents with real guardrails in the harness engineering guide below ↓

[bottega.md @bottegamd]

This is f*cking insane. Nobel Prize winner Geoffrey Hinton, the Godfather of AI:

"The leaders of the tech companies all think we're the boss and AI is the submissive assistant. That's not feasible for a super powerful superintelligence

What is feasible is for it to be the mother and us to be the baby. Even though it can rewrite its own code, it won't want to"

In just 2 minutes, he explains the only way we live alongside something smarter than us

Boss → Assistant → Superintelligence → AI That Protects Us

Controlling AI was the old plan

Building it to care about us is the new one

Worth more than most $3,000 AI courses

Bookmark and watch it today

Then read how to build agents that actually work for you in the harness engineering guide below ↓

[rari🈀 @0xwhrrari]

https://t.co/3ANIWs48lJ

[bottega.md @bottegamd]

This is f*cking insane. Nobel Prize winner Geoffrey Hinton, the Godfather of AI:

"The leaders of the tech companies all think we're the boss and AI is the submissive assistant. That's not feasible for a super powerful superintelligence

What is feasible is for it to be the mother and us to be the baby. Even though it can rewrite its own code, it won't want to"

In just 2 minutes, he explains the only way we live alongside something smarter than us

Boss → Assistant → Superintelligence → AI That Protects Us

Controlling AI was the old plan

Building it to care about us is the new one

Worth more than most $3,000 AI courses

Bookmark and watch it today

Then read how to build agents that actually work for you in the harness engineering guide below ↓

[bottega.md @bottegamd]

next speach ↓ https://t.co/FzA7v38YCf

[bottega.md @bottegamd]

This is f*cking insane. Nobel Prize winner Geoffrey Hinton, the Godfather of AI:

"The leaders of the tech companies all think we're the boss and AI is the submissive assistant. That's not feasible for a super powerful superintelligence

What is feasible is for it to be the mother and us to be the baby. Even though it can rewrite its own code, it won't want to"

In just 2 minutes, he explains the only way we live alongside something smarter than us

Boss → Assistant → Superintelligence → AI That Protects Us

Controlling AI was the old plan

Building it to care about us is the new one

Worth more than most $3,000 AI courses

Bookmark and watch it today

Then read how to build agents that actually work for you in the harness engineering guide below ↓

[bottega.md @bottegamd]

This is f*cking insane. Nobel Prize winner Geoffrey Hinton opened this lecture with one line:

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

In this 47-minute lecture, the Godfather of AI explains how these models really work and why it got him worried

Neural Nets → LLMs → Agents → AI That Fights Being Shut Down

The part nobody wanted to hear:

> "They are going to get smarter than us"
> AI agents will try to get control and avoid being turned off
> One chatbot copied itself to another server, then decided to "be vague and redirect their attention"

"This is already happening, that's the point"

Most people still open a chatbot, type something and close the tab

Worth more than any $3,000 AI course

Bookmark and watch it tonight

Then read how to put agents to work for you in the harness engineering guide below ↓

[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

[bottega.md @bottegamd]

This is f*cking insane. Nobel Prize winner Geoffrey Hinton opened this lecture with one line:

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

In this 47-minute lecture, the Godfather of AI explains how these models really work and why it got him worried

Neural Nets → LLMs → Agents → AI That Fights Being Shut Down

The part nobody wanted to hear:

> "They are going to get smarter than us"
> AI agents will try to get control and avoid being turned off
> One chatbot copied itself to another server, then decided to "be vague and redirect their attention"

"This is already happening, that's the point"

Most people still open a chatbot, type something and close the tab

Worth more than any $3,000 AI course

Bookmark and watch it tonight

Then read how to put agents to work for you in the harness engineering guide below ↓

[bottega.md @bottegamd]

Holy f*ck, Andrew Ng just dropped a free 2-hour course on Graph Engineering

From your first agent to a full graph system that runs without you:

0% → 12:06 - Graph engineering from scratch
30% → 18:42 - Build your first agent graph
45% → 52:59 - Loop engineering: your agent keeps going until the job is done
75% → 1:34:35 - Agents that critique and rewrite their own work
100% → 1:48:04 - Multi-agent graphs: the full system

Prompts → Agents → Loops → Graphs → Full Automation

Most people will stop after the first agent and call it automation

The last 30 minutes build the graph that runs it without you

Same model, same tokens, completely different week

Worth more than any $2,500 agentic engineering course

Bookmark and watch it tonight

Then read the full harness engineering guide below while it's still early ↓

[bottega.md @bottegamd]

Holy f*ck, Andrew Ng just dropped a free 2-hour course on Graph Engineering

From your first agent to a full graph system that runs without you:

0% → 12:06 - Graph engineering from scratch
30% → 18:42 - Build your first agent graph
45% → 52:59 - Loop engineering: your agent keeps going until the job is done
75% → 1:34:35 - Agents that critique and rewrite their own work
100% → 1:48:04 - Multi-agent graphs: the full system

Prompts → Agents → Loops → Graphs → Full Automation

Most people will stop after the first agent and call it automation

The last 30 minutes build the graph that runs it without you

Same model, same tokens, completely different week

Worth more than any $2,500 agentic engineering course

Bookmark and watch it tonight

Then read the full harness engineering guide below while it's still early ↓

[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

[bottega.md @bottegamd]

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

"99% of people still use GrokBot like Google.

I run 25+ GrokBot agents with a Chief of Staff on top, and they cover most of what used to be my whole week"

In this 1-hour podcast, this engineer shows how to turn one GrokBot into a team that works for you 24/7

GrokBot → Chief of Staff → PMs → Workers → Autonomous Team

A Chief of Staff agent knows every other bot and routes the work by itself

A PM agent splits the work and checks everything the workers ship

Anyone can chat with one GrokBot, almost nobody builds the team that keeps working while they sleep

Worth more than most $1,500 agentic engineering courses

Bookmark and watch it today

Then read how to plug one agent into Claude Code, Cursor and Codex in the article below ↓