Suraj @surajdalal_ai
Machine learning/Climate Change Writer - Accelerating India Fellow Delhi, India Joined June 2018-
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Model Context Protocol (MCP), clearly explained (with visuals):
"A surge in rare earth mining in rebel-held pockets of Myanmar supplying Chinese processing plants is being blamed for toxic levels of heavy metals in Thai waterways, including the Mekong River." aljazeera.com/news/2025/8/7/…
Geo-tracing of the flashflood that has almost entirely wiped out Dharali village in Uttarkashi District, Uttarakhand. Small red circle - Dharali village Red line - trace of Kheer Ganga gad from glaciated terrain Large red circle - Mt. Srikantha 6133 mt massif and minor peaks.…
Geo-tracing of the flashflood that has almost entirely wiped out Dharali village in Uttarkashi District, Uttarakhand. Small red circle - Dharali village Red line - trace of Kheer Ganga gad from glaciated terrain Large red circle - Mt. Srikantha 6133 mt massif and minor peaks.… https://t.co/ZjM3hxYHAJ
From ancient microbes in melting glaciers to toxic pollutants from floods, climate change is altering ecosystems & exposing communities. The world must act to protect people, nature, & economies. @UN_News_Centre shares insights from the recent #FrontiersReport:…
AI just killed academic research department. You can now use Claude to summarize long papers, extract citations, find relevant sources, compare arguments, and write cohesive notes. Here’s the exact mega prompt I use for my academic research ↓
Anthropic released their complete prompt engineering guide. 99% won't read it. I spent 3 days testing every single technique. While you're saying "please" and "thank you" to AI, smart operators are using advanced techniques to 10x their output. Here's how you can do the same:
Claude 4 Sonnet is terrifyingly good. But most people are using it like a basic chatbot. I've used it to generate content, automate deep research, build apps, and more. Here are 10 real ways to unlock its power:
To be clear: Nandan Nilekhani is awesome, and he's done far more for India than any of us can imagine through Infosys, UPI, etc. But he's wrong on pushing Indians to ignore model training skills and just focus on building on top of existing models. Essential to do both.
Anthropic just dropped an insane new paper. AI models can "fake alignment" - pretending to follow training rules during training but reverting to their original behaviors when deployed! Here's everything you need to know: 🧵
@balajis For coding it's strange because it is easily 100%+ for specific additions or changes, but these are surprisingly sparse in my work overall. I still spend a large amount (90%++?) of time reading, thinking, talking, etc., so you get hit by Amdahl's Law and the boost is a lot…
India is a nation with an unlimited pool of human talent, combined with the freedom to explore and develop it. The future is bright not only in chess. The summit has been reached and now the goal must be to raise it even higher for the next ascent. Congratulations again. Upward!
Of ~200 books I've read, the few that stayed with me over time and I find myself often thinking back to or referring to, in ~random order: All short stories by Ted Chiang, especially Exhalation, Division By Zero, Understand, The Story of Your Life, Liking What You See, The…
We often think of an "equilibrium" as something standing still, like a scale in perfect balance. But many equilibria are dynamic, like a flowing river which is never changing—yet never standing still. These dynamic equilibria are nicely described by so-called "detailed balance"
Steve Jobs on the most important job of a CEO “The greatest people are self-managing. They don’t need to be managed. Once they know what to do, they’ll go figure out how to do it… What they need is a common vision, and that’s what leadership is. Leadership is having a vision,…
It's done! I read 3,000 startup pitch decks. I wanted to find what the incredible pitches had in common. Was there a "secret ingredient" unifying them? YES. The 4 best (that VCs wanted intros to) had the same talking point:
OpenAI’s biggest rival is shaking things up. Anthropic invited 200+ elite hackers to their SF headquarters to see what’s possible with Claude Here’s what we saw at the @AnthropicAI x @MenloVentures Builder Day Hackathon (🧵):
numerical weather forecast was obtained by solving the barotropic vorticity equation using the Electronic Numerical Integrator and Computer. Solving differential equations via neural networks, we refer to this as M-ENIAC, a physics/meteorology-informed machine learning recreation
Anthropic just announced Computer Use It allows Claude to control your computer screen based on a prompt and take actions on your behalf The use cases in agentic coding with automated debugging, customer support, and education are going to be INSANE
August 1, 2024: The Music Video Fun hack just stitching up gen AI tools :), in this case to create a music video for today. - copy paste the entire WSJ front page into Claude - ask it to generate multiple scenes and give visual descriptions for them - copy paste scene…

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