Stanford just dropped a 2-hour lecture that explains how LLMs like ChatGPT and Claude are actually built.
Most people will scroll past it.
That’s the mistake.
Because this isn’t typical AI content it goes deep into how these systems work from the ground up, in a way that finally makes things click.
No hype. No fluff. Just real understanding.
If you’ve ever used ChatGPT or Claude and thought, “what’s really happening behind this?” this is where you’ll get clarity.
Bookmark it.
Give it 2 hours today, no matter what.
This might be the most valuable thing you watch all week.
Last year, I wrote this article as a warning to the ecosystem but I’m too small to be heard lol
Now we are watching the ecosystems collapse one by one
I’m glad I chose the right path for @dev3pack
More coming soon tomorrow 🤝
Just claimed my spot in the Women Who Build AI Pack 🚀 $10K+ in AI credits from 26+ leading companies (Notion, v0, Firecrawl, Gumloop, and more) + AI training workshops + mentorship. Free for women in AI. Powered by Build Club 🌸 #WomenInAI#BuildClub https://t.co/5q59gcoWEo
To celebrate International Women's Day on March 8th, we're making Lovable completely free to use for the day, powered by @AnthropicAI.
That day we're also hosting a global build day through SheBuilds, where anyone can build with us. Community-led events are happening around the world with experienced builders on hand to help you ship.
Every participant also gets $100 in Claude API credits and $250 in Stripe fee credits.
See more: https://t.co/R2WOLyf5WS
Very happy to be part of this journey with @dev3pack 💜 It’s been a rollercoaster of new experiences and I’ve been lucky to meet some truly lovely people. Thanks @_SDAV for the opportunity ✨ what a year!
It wasn’t an easy year, but thanks to @shefiorg I kept learning Web3 step by step.
Grateful to Maggie for the guidance and support along the way.
Proud of how far I’ve come. 💙🚀
Every chance I get, I’ll vote for the rule breakers and mind benders.
There has been so many inspiring moments this year. So holiday love in particular for
@miroyato and the @fileverse gang for always surprising me in every interaction. thank you for having such big dreams, your principled approach, and for making my world so cute.
@RocioGonzalezT9 and the comadres (@pau_corbo, @Douxxiie, @ErgoMatch, @AydaMacink) for bringing so much care and strength to the space, for reminding me what it means to be welcoming and human, and for your pragmatic approach to building with zk.
the @zcash gang for a decade of pioneering contributions, to @zooko for onboarding people one by one, while simultaneously speaking with the sec et al. also to @paulbrigner for bringing people together and facilitating good conversations.
to @mike_orcutt and @projectglitch_ for meticulous curation and dedication to real journalism
to @web3privacy for taking community seriously, for showing us what grassroots actually means, and for dissolving rifts and boundaries that seem to have built up over the years.
to @Zac_Aztec, @arnaudschenk, @punk6052 and the wider team at @aztecnetwork for so much technical, organisational, and legal groundwork to do things the way they should be. we look a lot to you when making decisions
to @oskarth and the @PrivacyEthereum gang for birthing the @iptf_updates. surprising and cool to see this approach to industry. wishing you the best for 2026
and a final merry fuck you to chat control.
Coming from web2 to web3, everything can feel like an endless sea of information you don’t know where to begin, and it’s easy to feel lost or behind. Getting to learn from and connect with so many incredible people in the ecosystem has been invaluable.
Gm✨, we are getting closer to finishing this year 2025 and finishing the cohort week as a #SheFier Shoutout to the @She__Fi team & maggielove_ for being an awesome teacher 🫶 📷 Here's a summary of what I have learned so far
As a technical person, I’ve always believed that the more you understand, the better you can build. Knowledge helps you grasp the product, the industry, and the user experience, it’s how you gain the tools that really matter. And SheFi has been amazing for that.
Developers need context to build, especially in emerging environments, and I genuinely appreciate the hard work and energy that @maggielove_ brings each week. She’s helped onboard many of us into something completely new in just a few weeks.
Last November 21st we held our ZK Real World Summit in Argentina where we connected with amazing people like @AydaMacink@pau_corbo.
Thank you for attending the event 🫶
Today is International Women Human Rights Defenders Day and I will continue talking about privacy with my community @winprivacy@dev3pack@zk_monk@mujeresencrypto.
I defend our right to privacy. Privacy is Normal.
Sleepless night but 100% worth it!!
Women building together are unstoppable 🔥
Mis Comadres y yo venimos fuertes 💗
@RocioGonzalezT9@pau_corbo@AydaMacink@ErgoMatch@ETHGlobal was such an amazing experience and I'm so happy to share it with them 💜
Had so much fun building together and learnt so much in so little time 🙂↔️
You can check out our project here!
https://t.co/WmUnsegz5z
Here's "Thank you message" from different people different background and different language in @dev3pack during @EFDevcon
THANK YOU TO ALL THE GREAT PEOPLE WE MET, AND ALL THE GOOD THINGS HAPPENED, WE HAD A GREAT TIME! 💖