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Joined October 2019
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Ajit kumar retweeted
A Stanford professor just explained how ChatGPT and Claude are actually built better than anyone.
most people still think there's some magic inside the model.
Bookmark this before you forget.
> how text gets turned into numbers
> why "predict the next word" is the whole game
> what the loss actually measures
> what the model adjusts during training, step by step
useful whether you've never touched an LLM or you use Claude every day.
after this, every new model release makes sense. free, full lecture. find it below ↓
A Stanford professor just explained how ChatGPT and Claude are actually built better than anyone.
most people still think there's some magic inside the model.
Bookmark this before you forget.
> how text gets turned into numbers
> why "predict the next word" is the whole game
> what the loss actually measures
> what the model adjusts during training, step by step
useful whether you've never touched an LLM or you use Claude every day.
after this, every new model release makes sense. free, full lecture. find it below ↓
Ajit kumar retweeted
We are all so fucked
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
We are all so fucked
I asked Claude to build an office for the @tavus PALs...
I was not expecting it to build THAT kind of office
Ajit kumar retweeted
A pair of earbuds is a few grams of plastic, metal and electronics, made across several factories before it reaches a pocket. Solar panels, circuit boards and wind turbines are built the same way.
For years, buyers had to juggle those factories themselves, while the one with exactly the right machine often never heard about the order. ZETWERK (@zetwerk) set out to close that gap.
We first partnered with Amrit Acharya (@acharyaamrit) and Srinath Ramakkrushnan (@srinathramki) in 2019. Since then, that idea has grown into a network of nearly 7,000 suppliers, serving customers in 29 countries across energy, precision products and capital goods. Along the way, Zetwerk has brought work to builders from workshops in India to factory floors in Germany. Amrit and Srinath were joined by Vishal Chaudhary, Ankit Fatehpuria and Rahul Sharma in their journey.
Today, Zetwerk’s name goes up on the NSE and BSE. Behind that name are thousands of people who built it, one part at a time.
Congratulations Amrit, Srinath and the entire Zetwerk team. This film is for all of you, and everyone who builds with you.
@bsomaia
Ajit kumar retweeted
Zetwerk, 3,500+ people is a lot of families depending on this.
Big responsibility.🤌🏻
A pair of earbuds is a few grams of plastic, metal and electronics, made across several factories before it reaches a pocket. Solar panels, circuit boards and wind turbines are built the same way.
For years, buyers had to juggle those factories themselves, while the one with exactly the right machine often never heard about the order. ZETWERK (@zetwerk) set out to close that gap.
We first partnered with Amrit Acharya (@acharyaamrit) and Srinath Ramakkrushnan (@srinathramki) in 2019. Since then, that idea has grown into a network of nearly 7,000 suppliers, serving customers in 29 countries across energy, precision products and capital goods. Along the way, Zetwerk has brought work to builders from workshops in India to factory floors in Germany. Amrit and Srinath were joined by Vishal Chaudhary, Ankit Fatehpuria and Rahul Sharma in their journey.
Today, Zetwerk’s name goes up on the NSE and BSE. Behind that name are thousands of people who built it, one part at a time.
Congratulations Amrit, Srinath and the entire Zetwerk team. This film is for all of you, and everyone who builds with you.
@bsomaia
Zetwerk, 3,500+ people is a lot of families depending on this.
Big responsibility.🤌🏻
A pair of earbuds is a few grams of plastic, metal and electronics, made across several factories before it reaches a pocket. Solar panels, circuit boards and wind turbines are built the same way.
For years, buyers had to juggle those factories themselves, while the one with exactly the right machine often never heard about the order. ZETWERK (@zetwerk) set out to close that gap.
We first partnered with Amrit Acharya (@acharyaamrit) and Srinath Ramakkrushnan (@srinathramki) in 2019. Since then, that idea has grown into a network of nearly 7,000 suppliers, serving customers in 29 countries across energy, precision products and capital goods. Along the way, Zetwerk has brought work to builders from workshops in India to factory floors in Germany. Amrit and Srinath were joined by Vishal Chaudhary, Ankit Fatehpuria and Rahul Sharma in their journey.
Today, Zetwerk’s name goes up on the NSE and BSE. Behind that name are thousands of people who built it, one part at a time.
Congratulations Amrit, Srinath and the entire Zetwerk team. This film is for all of you, and everyone who builds with you.
@bsomaia
Ajit kumar retweeted
Best accounts to follow from each frontier lab to stay constantly up to date
Anthropic
@karpathy -must-follow account for AI; recently joined Anthropic
@bcherny -Claude Code creator, always shares great tips
@trq212- also a Claude Code developer; writes amazing articles on CC
OpenAI
@polynoamial- works on reasoning research, shares a lot of technical details
@gabriel1- Sora developer, great career path
@jxnlco - works on dev experience, shares a lot about Codex
Google AI
@OfficialLoganK- all the major Google Gemini and AI Studio updates
@ammaar- product and design; shares great things about vibe-coding in Google AI Studio
@fofrAI- cool use cases for generative models
Cursor
@leerob- the loudest voice behind Cursor updates
@ericzakariasson- shares great insights on using Cursor
@mntruell - Cursor’s CEO; major releases and usage updates
xAI
@ai_explorer25- ex-MSFT, covers all ai content and free resources
@milichab - recently joined xAI, shares updates on Grok
@skcd42 - also covers major Grok releases
Best accounts to follow from each frontier lab to stay constantly up to date
Anthropic
@karpathy -must-follow account for AI; recently joined Anthropic
@bcherny -Claude Code creator, always shares great tips
@trq212- also a Claude Code developer; writes amazing articles on CC
OpenAI
@polynoamial- works on reasoning research, shares a lot of technical details
@gabriel1- Sora developer, great career path
@jxnlco - works on dev experience, shares a lot about Codex
Google AI
@OfficialLoganK- all the major Google Gemini and AI Studio updates
@ammaar- product and design; shares great things about vibe-coding in Google AI Studio
@fofrAI- cool use cases for generative models
Cursor
@leerob- the loudest voice behind Cursor updates
@ericzakariasson- shares great insights on using Cursor
@mntruell - Cursor’s CEO; major releases and usage updates
xAI
@ai_explorer25- ex-MSFT, covers all ai content and free resources
@milichab - recently joined xAI, shares updates on Grok
@skcd42 - also covers major Grok releases
Ajit kumar retweeted
GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY."
30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead.
Most people think building an agent requires an engineering degree.
It doesn't. It requires one guide and one afternoon.
Watch the interview. Then read the article below.
One guide. One afternoon. That's all it takes.
GOOGLE CEO SUNDAR PICHAI: "IF YOU DON'T LEARN HOW TO ORCHESTRATE AGENTS NOW, YOU'LL SPEND 2027 CATCHING UP TO PEOPLE WHO STARTED TODAY."
30 minutes on why the best engineers stopped writing code line by line and started orchestrating agents instead.
Most people think building an agent requires an engineering degree.
It doesn't. It requires one guide and one afternoon.
Watch the interview. Then read the article below.
One guide. One afternoon. That's all it takes.
Ajit kumar retweeted
This guy literally explained why some people become successful… while others stay average.
And the reason is uncomfortable.
It’s not just hard work.
It’s not luck.
It’s Game Theory.
Once you understand this, you’ll start seeing the “game” behind success differently.
Watch this. đź‘€
This guy literally explained why some people become successful… while others stay average.
And the reason is uncomfortable.
It’s not just hard work.
It’s not luck.
It’s Game Theory.
Once you understand this, you’ll start seeing the “game” behind success differently.
Watch this. đź‘€
Ajit kumar retweeted
doing devrel for a tiny video tool means most of my day is answering "can i make x with this". this week the answer is yes and please enter it in chroma
The Chroma Awards are back for Season 2. With $1M in free trials and promotions and over $450,000 in cash prizes and travel perks, it’s bigger than ever.
Submissions are now open.
Presented in partnership with @capcutapp, @TheCantinaApp, and @runware.
Ajit kumar retweeted
Andrej Karpathy:
"Prompting is going away. Delete everything, keep Graph."
In just 69 minutes, he shows how to build graphs and why they're the only layer that survives in the end
Prompts → Agents → Loops → Graphs
a loop keeps one agent running until the job is done
a graph decides which agents exist and what each one passes to the next
anyone can build an agent, almost nobody builds the graph that runs them
watch it today, then save the full guide on graphs below before everyone starts catching up ↓
Andrej Karpathy:
"Prompting is going away. Delete everything, keep Graph."
In just 69 minutes, he shows how to build graphs and why they're the only layer that survives in the end
Prompts → Agents → Loops → Graphs
a loop keeps one agent running until the job is done
a graph decides which agents exist and what each one passes to the next
anyone can build an agent, almost nobody builds the graph that runs them
watch it today, then save the full guide on graphs below before everyone starts catching up ↓
doing devrel for a tiny video tool means most of my day is answering "can i make x with this". this week the answer is yes and please enter it in chroma
The Chroma Awards are back for Season 2. With $1M in free trials and promotions and over $450,000 in cash prizes and travel perks, it’s bigger than ever.
Submissions are now open.
Presented in partnership with @capcutapp, @TheCantinaApp, and @runware.
Ajit kumar retweeted
The Chroma Awards are back for Season 2. With $1M in free trials and promotions and over $450,000 in cash prizes and travel perks, it’s bigger than ever.
Submissions are now open.
Presented in partnership with @capcutapp, @TheCantinaApp, and @runware.
🤖 Made with AI
Ajit kumar retweeted
They built an AI agent in 20 minutes and sold it to Anthropic for $100k - and at Stanford showed how to repeat it from scratch:
02:00 - how to build your first agent with Opus 5 in 20 minutes
22:34 - one agent replaces an Anthropic engineering team worth $200k a year
49:47 - how to make $1.2M a year selling agents to Anthropic and Google
after watching I spent 20 minutes in Claude Code - the agent replaced 10 Anthropic engineers and they paid $100k and asked for more.
save & watch - the article below shows how to build an agent in Claude Code in 20 minutes and reach $1.2M a year.