Sean Cao

Long-term Tesla shares holder.
Model X owner unicorn and refresh.
Living my best life.

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

In 45 minutes she shows exactly how Anthropic builds agents that remember, fix their own mistakes and get smarter with every run.

This beats any paid course on agents I've seen.

Watch it, then read the guide on building loops below.

[Jokker @0xJokker]

El ingeniero que construyo Claude Code acaba de soltar un video de 28 minutos donde te enseña a escribir prompts que realmente funcionan

He visto cursos de 300 dolares que no llegan ni a la mitad de lo que explica en los primeros 10 minutos

Archivos CLAUDE.md, atajos de memoria, sesiones paralelas y patrones de prompting que cambian el juego

Todo en un solo video y completamente gratis

Da igual si eres principiante, desarrollador o ya llevas meses usandolo

Esto te va a hacer usar Claude como nunca antes

[Sean Cao @LeCao82680452]

@aelluswamy Thank you!!!!!

[Anatoli Kopadze @AnatoliKopadze]

Google Brain founder, Andrew Ng:

"100% of my tasks are done by ai agents, self-improving loops are next.

Give it 3-6 months and prompting is gone."

31 minutes of clear explanation on building self-improving agents from scratch.

Worth more than any $500 agentic course.

Watch it, then read the full guide on loops below.

[Khairallah AL-Awady @eng_khairallah1]

this is f*cking gold

How to build your first AI agent (Full guide)

if I had this a year ago, I would've shipped my first agent in a day instead of 2 weeks

in the right hands, this changes everything:

[Yun-Ta Tsai @yunta_tsai]

I am grateful to work under the greatest entrepreneur of our lifetime.

If you had asked me 10 years ago if I would be given such a chance, I would have told you what kind of crack you were smoking.

There were many stories written by people who never worked for him. But we work for him not because he is powerful or rich, but because he is inspiring.

When immigrants like us, bringing nothing but a small suitcase to the US, can achieve something great, it is truly an American dream.

[Khairallah AL-Awady @eng_khairallah1]

Anthropic engineer:

"You're not supposed to prompt Claude. You're supposed to build a system that prompts itself."

this is one of the best workflows I've seen in a long time

in this video he breaks down exactly how most people are using Claude:

- the 14% you lose to CLAUDE.md before typing a word
- the plugins that 95% of users have never installed
- the caching setup that keeps it at 95% hit rate and almost free
- why starting every chat from zero is the slowest way to use Claude

if you've been using Claude for more than a month and never left the chat window, you've been using one project when you could be running a team of them

instead of another show tonight, watch this

make sure to bookmark it before it gets lost in your feed

full guide in the article below

[Yun-Ta Tsai @yunta_tsai]

My college degree recommendations for fresh high school graduates in the age of AI to be prepared for the next frontier:

- Applied Physics (math and physics)
- Applied Materials (physical agentic)
- Agriculture (food production in space)
- Aerospace (frontier transportation)
- Civil Engineering (infra + life support from Earth and beyond)
- Electronic Engineering (scaling compute and communications to the solar system)
- Manufacturing (where things get made)
- Mechanical Engineering (packaging, manufacturability, tolerances and cycling)
- Medicine (personal drugs in space)

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You can build 5 assistants in one afternoon. Each one handles a task you've been doing manually every single day"

in 45 minutes he shows exactly how to do it from scratch, step by step

most people are still doing this manually

watch the session, then save the guide below

[Nature Unedited @NatureUnedited]

At an aquarium in Japan, after closing time, some clever little otter pups help their grandpa tidy up their toys. As a reward, he gives them ice cubes

[淘沙者(TheSandPicker) @Etudecn]

这段马斯克 2003 年在斯坦福的 45 分钟闭门演讲，真的有点东西。
不是那种空话连篇的创业鸡汤。
而是他亲自把“怎么从 0 搞出一家公司”一层层拆给你看。
更狠的是，
他没在讲概念，直接把自己当时手里那三家公司，到底怎么活下来的，整个过程都摊开了。
这种内容放到今天看都不过时。

很多人听完的反应都很统一：
这 45 分钟，顶得上你翻十本创业书。
那种真正能用的干货，往往就藏在这种老素材里，不吵不闹，但句句都是实战。

[Jota. @jota_snchez]

En 2007, el profesor de Stanford Joel Peterson impartió una clase de 1 hora sobre cómo negociar y obtener lo que quieres.

Sus 3 ideas:

→ Nunca muestres necesidad
→ La confianza vence a la manipulación
→ Piensa en términos de relaciones

12 lecciones para negociar mejor:

[Roan @RohOnChain]

This 1 hour Stanford lecture on Markov Decision Processes will teach you more about the math behind systematic trading decisions than a 3 month internship at Jane Street or JPMorgan.

Bookmark & replace one movie today with this lecture, then read the complete article below.

[bodila @51bodila]

Jane Street hired this junior at $220k-$600k /year because he uses AI to analyse TRILLIONS of data

in this 1-hour lecture - he show how to research trillion of data points thanks to his machine

Bookmark & watch it, instead of Netflix to learn how to do the same!

[CyrilXBT @cyrilXBT]

ANTHROPIC JUST PROVED MOST PEOPLE HAVE NO IDEA HOW TO PROMPT CLAUDE.

Their applied AI team dropped a 24 minute free workshop.

Not a creator who reverse engineered it.

Not a Reddit thread.

ANTHROPIC.

The people who wrote the weights.

And what they showed is uncomfortable.

There are 6 elements to a properly structured Claude prompt.

Most people are using 1.

Maybe 2.

That is not a skill issue.

That is an information issue.

And it has been quietly costing you every single day.

The outputs that felt slightly off.

The responses you had to rewrite 4 times.

The prompts that worked once and never again.

All of it traces back to the same 6 missing elements.

The people who watch this 24 minute workshop tonight will understand something about Claude that most daily users still do not know exists.

The people who skip it will keep getting 30% of what the tool is actually capable of and wonder why the results never quite land.

I watched it twice.

Then I built a Claude Skill that applies all 6 elements to every prompt automatically.

No more thinking about structure.

No more guessing what Claude needs.

The framework runs in the background every single time.

Full breakdown and skill setup is below.

Bookmark this now.

Watch the workshop first.

Then read the guide.

This is the one that compounds.

Follow @cyrilXBT for the exact prompt architecture, Claude skills, and systems I use to get outputs most people do not believe came from one person working alone.

[Rishabh @Rixhabh__]

Anthropic pays engineers $750,000+ a year to understand how LLMs work.

Stanford just put a 2 hour lecture that covers 80% of it for FREE.

Bookmark this. Give it 2 hours today.

[CyrilXBT @cyrilXBT]

A MIT professor gave a 1-hour lecture in 2019 that has 18 million views.

He died 5 months after recording it.

It was his final gift to the world.

Patrick Winston taught at MIT for 50 years.

The smartest engineers on earth sat in his classroom.

And he spent his last lecture teaching them the one skill their degrees never covered.

How to speak.

15 lessons that will change how you communicate forever:

Never open with a joke. Your audience is not ready to laugh yet. Open with a promise of what they will know by the end.

Your ideas are like your children. You are too close to them. What is obvious to you is invisible to everyone else. Explain the obvious.

The 5-minute rule: the first 5 minutes of any talk determine whether people will listen for the next 55. Spend more time on your opening than anything else.

Repeat your most important idea 3 times in 3 different ways. Once is never enough.

Build a fence around your idea. Tell people what it is NOT before you tell them what it IS.

Verbal punctuation. Pause. Let the idea land before moving to the next one.

Ask questions nobody will answer. Then wait 7 seconds. The silence is not awkward. It is processing.

Never read your slides. Your audience can read. They cannot listen and read simultaneously.

Use the board not the slides. Writing forces you to slow down. Slowing down forces clarity.

Inspire before you inform. Nobody learns from someone they are not inspired by.

End with a contribution not a summary. Tell them what you gave them. Not what you said.

Never say thank you at the end. It is weak. End with something that lands.

Stories make ideas stick. Data makes ideas understood. You need both. In that order.

The quality of your communication determines the quality of your ideas in the eyes of the world. Not the ideas themselves.

Practice is not preparation. Practice IS the skill.

Patrick Winston understood something most people spend their entire careers missing.

Your ideas are only as powerful as your ability to transfer them into someone else's mind.

You can be the smartest person in the room and be completely invisible.

Or you can master communication and make average ideas feel like breakthroughs.

He chose to spend his last lecture teaching this.

Watch it tonight.

Bookmark this first.

Follow @cyrilXBT for more lessons from the people who built the future.

[Khairallah AL-Awady @eng_khairallah1]

🚨 Anthropic's own team just showed how to actually prompt Claude.

24 minutes. free. from the people who built it.

watch the workshop. bookmark it.

worth more than every $300 course you almost bought.

you've been using Claude without knowing 40 of its prompts.

Then read the guide below.

[Rohan Das @rohaninvestor]

If you are serious about options trading, this 1-hour Yale lecture is non-negotiable.

60 minutes lecture can teach you more about options trading than 99% of options trading courses.

Save this and watch it without distractions. 📌