nerdfox retweeted
Andrej Karpathy spent 8 years at OpenAI and Tesla
Last week he compressed everything he knows into one free 2-hour lecture
Agents → Loops → Harness → Graphs
People spend $15k on bootcamps that teach less than this
You probably don't have 2 hours right now
Don't let it vanish from your feed
Watch it, then read the graph engineering guide below
Andrej Karpathy just rewrote the rules of using LLMs:
"Prompting is going away. Delete everything, keep Graph."
He dropped his full 2-hour course from Stanford on "Graph-Native Research"
• 00:00 - Intro to Graph systems
• 01:08:09 - LLMs architecture
This Karpathy course can replace a $100K Yale LLM senior degree.
Start watching right now, then read article below
Boris Cherny, Head of Claude Code at Anthropic:
"I do not prompt Claude anymore. I have loops running that prompt Claude. My job is to write loops."
The person who built the most used AI coding tool stopped prompting entirely. Most people using it every day are still typing one request at a time.
This Github repo changes that.
↳ Seven production loop patterns with real token cost estimates
↳ CLI that scaffolds your entire loop in five minutes
↳ Starters for Grok, Claude Code, Codex, and Opencode
The repo gives you the framework.
My article covers the mental shift that makes it actually work.
nerdfox retweeted
A father asked Karpathy what to teach his 8-year-old before AGI. the answer erased 80% of the school curriculum.
math, physics, CS. everything else - tack it on later, if at all.
Most parents optimize their kid's schedule around grades and never notice they're funding the parts of the brain that stop mattering the day AGI ships.
grooves get harder to carve every year past 10.
the 8-year-old who learns physics processes reality differently at 30 than the one who didn't.
after AGI, information is a commodity. cognitive shape is not.
you're not choosing your kid's grades. you're choosing the brain they'll carry for the next 60 years.
16 minutes. free. changed what i'd tell any parent asking about school today.
watch it, then read below:
This quoted post is unavailable.
nerdfox retweeted
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
images.nvidia.com/pdf/Open-W…
nerdfox retweeted
🚨Anthropic just showed a 24-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now!
nerdfox retweeted
Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now.
nerdfox retweeted
Holy shit, this is BRILLIANT: This dude breaks down why everyone thinks the whole WHCD event was fake... everything about trump is FAKE.
Best video you'll see today.
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.
nerdfox retweeted
This Is Why I Believe the Assassination Attempt Was 100% Staged by Donald Trump
I’ve attended VVIP-level events, and I know how these setups work. Getting in as an unknown person is next to impossible, layers of security, restricted movement, sometimes even phones aren’t allowed.
So a random guy with a weapon walking into a venue filled with some of the most powerful people in the world just doesn’t make sense to me.
Now add what seasoned geopolitical experts, the ones who’ve been studying global power for 30–40 years, have been saying. Not the viral crowd, but the real analysts.
Many of them believe Donald Trump has done long-term damage to US positioning with poor execution and communication. That kind of perception builds pressure, and when it does, narratives don’t shift naturally, they’re made to shift.
That’s exactly why I’m 100% convinced this wasn’t random.
This looks staged.
A planned event designed to flip sentiment, create sympathy, and reset the narrative at a time when criticism was peaking.
There’s just no way I see this as a coincidence.
nerdfox retweeted
This commentary offers a clear, powerful statement of why freedom of speech is at the heart of democracy and must be defended, whether the speaker is Charlie Kirk or Jimmy Kimmel, MAGA supporters or MAGA opponents.
nerdfox retweeted
Replying to @krassenstein
This is exactly what every person who voted for Trump/Republicans voted for!
It was no secret. They blatantly told everyone what they were going to do & it was all public in the project 2025 documents.
This was the known end of Democracy/empathy/humanity & still people voted
nerdfox retweeted
Replying to @krassenstein
nerdfox retweeted
Replying to @krassenstein
Vladimir figured the best way to destroy America was to put Donald J. Trump in the Oval. Once you understand this, everything over the last several years, and what’s happening now, makes sense.
nerdfox retweeted
Remember their names and faces and share their bravery with the world‼️ Anthony Aguilar (retired Green Beret Liutenant) and Josephine Guilbeau (former army intelligence officer)































