@svembu Sir, I like to meet with you when I visit India next time (will be encouraged if you say yes), to explore bringing AI tech and training opportunities in India. I work at Northwestern and have my institute called Institute of Analytics. Kindly advise. Thanks
🚨 Demis Hassabis, Co-Founder of Google DeepMind:
"In the near future, one person who knows AI will outperform an entire startup team"
I've watched hundreds of AI talks, this 60-minute Cambridge lecture is the one I wish I had seen a year ago
this is the Nobel Prize winner in Chemistry, CEO of Google DeepMind and the guy who made AI solve biology
here's the part I can't stop thinking about:
> the AI you're using today is the dumbest it will ever be
> in 5 years the gap between people using AI and people who aren't will be impossible to hide
> companies will run on 10 people doing what 200 used to do
> the ones who get there first won't be the smartest, they'll be the ones who started right now
right now the average person opens Claude, types something, gets an answer, closes the tab
they think they're using AI, but they're using maybe 10% of it
but a real one-person company using Claude Cowork looks completely different.
Here's the exact playbook to build one ↓
full guide in the post below.
Andrej Karpathy joined Anthropic five weeks ago.
Yesterday my friend on his team sent me the Claude.md file he actually uses.
It completely changed how I work with Claude.
From the very first message, the difference was obvious.
With this file, Claude finally stops fighting me and starts working exactly the way I need it to.
Bookmark it before it gets taken down.
Read it now, then check the article below.
10X's resident AI builder JJ:
"You can turn Claude CoWork into your AI chief of staff - not just a chatbot, an executive assistant that actually takes action."
in 52 minutes he builds a CEO coach, a 5-person advisory board, and a content pipeline, all inside Claude CoWork
no coding, just folder structure and plain-English instructions
- the exact setup order: global instructions, connectors, then a persistent folder "brain"
- how to spin up 5 sub-agents (operator, skeptic, finance, legal, customer advocate) to evaluate any decision
- the trick to use CoWork on mobile even though it's desktop-only (via GitHub sync)
- why showing Claude real examples of "what success looks like" beats writing longer instructions
how to build a one-person company with Claude Cowork👇
Karpathy just wrote the manual for Claude + Obsidian as a real second brain.
Most vaults die the same way. A year of saved articles and highlights. None of it linked. The graph rots while it still looks impressive.
So he moved the upkeep to the model. You curate sources and ask questions. Claude files, links, and reconciles. You keep judgment. It keeps the books.
raw belongs to you and never gets edited. wiki belongs to Claude. It isn't RAG. Your sources compile once into linked pages and compound from there.
9 rules. Start with 10 sources, not 10,000.
Most people hoard notes. This turns them into a brain that maintains itself.
Dhravya Shah sold two companies before he could legally drink, then raised $3 million alone at 19.
This 73-minute interview is the clearest case I've heard for why AI memory is the next platform.
Here's the part I can't stop thinking about:
> everyone will have their own AI agent just like everyone has their own mobile phones
> in that world the most important thing will be context about you
> my entire infrastructure for 100,000 users can run on $5 per month
> context infrastructure for agents will be as important as inference
Most builders still bolt memory onto an agent as an afterthought.
The ones who get this are building the layer everything else runs on.
Read how memory becomes the loop your agents run on, below.
INSTEAD OF WATCHING AN HOUR OF NETFLIX TONIGHT.
This 60-minute Cambridge lecture by Demis Hassabis will teach you more about the future of AI than most people will learn in the next 5 years.
Bookmark it and give it an hour, no matter what.
Andrej Karpathy (Founding Member of OpenAI):
"you literally have to put in 10,000 hours" to get good at AI
he gave out his 10,000 hours of learning. for free.
this GitHub repo is the only guide you need to build your own ChatGPT from scratch.
This will teach you more than most AI courses at universities teach in a year.
Watch this video and save the build below no matter what.
It will be the most productive thing to do this entire weekend.
🚨 Anthropic's CEO: "software engineering will be fully automated in 12 months."
two types of people right now:
type 1: opens Claude, types something, gets an answer, closes the tab. thinks they're using AI.
type 2: knows the hidden features, settings, and shortcuts. runs Claude like a power tool.
type 1 gets surprised in 12 months.
type 2 built the advantage already.
bookmark this. read it today.
Aidan Gomez was a 20-year-old intern when he co-wrote "Attention Is All You Need," the eight-author paper that created every model you use today.
The other authors scattered into OpenAI, Google, startups. He built Cohere, now worth over 5 billion dollars, betting the enterprise, not the chatbot, is where AI actually pays off.
Eight people wrote the paper that started the entire industry. Here's one of them telling you what they got right, and what comes after the transformer.
@tekken_sumofan@JEBistline Dara is not inaccurate; it just refers additional dimension to the data, isn’t it ? Perhaps that explains why the latest data are trending up.
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