builds AI models @Microsoft by day (alt: fast tinkerer of other people's python code) | ex- @IBM India Research Lab | PhD from @IIITDelhi | Views are my own.

Joined May 2011
32 Photos and videos
samarth retweeted
Before you ping a peer, senior, or open a thread asking for help, put a reasonable amount of effort in first to solve the problem. Not asking you to bang your head against something, but make a reasonable attempt - read the error message fully, check the docs, search the codebase, try one or two hypotheses, or better - ask Claude (at least). This matters more than it sounds. When you come to someone having already done that groundwork, the conversation is completely different. You are not asking them to do the thinking for you. You are asking them to help you get unstuck. That is a much more productive use of everyone's time, including yours. It also builds something that will help you throughout your life (not just your career) - the muscle of debugging independently. Tbh, this is something I feel was, is, and will always be super crucial. Each time you try to solve it on your own before escalating, you get a little better at it. Over time, you stop needing to 'escalate' as often. Again, there is no shame in asking for help. Asking is good. But the quality of the ask matters. "I tried X, then Y, I think the issue is Z, but I am not sure" is a completely different conversation than "it is broken, can you look?" Hope this helps.
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15 Jun 2025
Prof. Barto was at a conf in Delhi in '09, also my first academic event. He was standing by himself at tea but I was too chicken to introduce myself. Later I self rationalized that intrinsic RL rewards is such an obscure theoretical topic 🫣🄓 talk about poor reward functions!
15 Jun 2025
Receiving the Turing Award, Andrew Barto thanks the federal government (especially @AFOSR) for supporting work on reinforcement learning before it was popular, and says without it ā€œnone of this would have ever happenedā€. RL is now at the heart of training/finetuning LLMs, powering the AI boom. What transformative technology will the USA miss out on decades from now, because of the short-sighted decision to slash federal funding for basic research?
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samarth retweeted
20 Mar 2025
[New post] šŸ”„A Deep Dive Into MCP and the Future of AI Tooling APIs were the internet’s first great unifier but AI models lack an equivalent. What are the use cases of MCPs today? Where are the challenges? Here's a technical deep dive & map of the current ecosystem šŸ‘‡
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29 Dec 2024
Thanks @AKanisetti for writing the book that gives context to my south Indian upbringing. This is great and brave writing, for being beyond your years and for clearly acknowledging what isn't/can't be known, for distilling facts with common sense. Await your future works eagerly
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4 Dec 2024
Replying to @OpenAI
@OpenAI chatgpt glitched recently when I asked a question about a book I am reading. It went into an infinite loop of "to=bio code"
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4 Dec 2024
Though gpt says it will not be used for personalized ads in the future, I wonder if the user agreement makes any mention of this.
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4 Dec 2024
I recently saw a prompt trend on Instagram "Based on our previous interactions, roast me". Here I saw all the details gpt chose to store about me, and was fairly skewed and sometimes totally incorrect. Since there is no way to edit this, my paid chatgpt experience is biased!
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30 Nov 2024
My dad making lecture notes for his class tomorrow with chatgpt. Over a decade of us trying different tutorials/devices/settings, he is finally deriving value from technology directly. All it needed was a complete rethink of how information is searched on the web. Thanks @sama
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9 Oct 2024
"Would that I had established a style guide prior to this process," muses the supremo, slipping into the pluperfect subjunctive mood, a place of regrets where few happy things dwell." This is the kind of writing on tech I crave each day! theregister.com/2024/10/08/l….
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19 Aug 2024
Breaking news: Our biggest competitor is a monopoly. Are my fellow Bing employees triggered as well? Do all OKRs with side-by-side comparison wins get an F grade? Asking for my trillion-dollar employer.
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9 Aug 2024
If your devOps is not in order, I may not be smart enough to find the bug but I am experienced enough to know it's there.
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samarth retweeted
5 Jun 2024
ChatGPT is down so people are going to Claude but Claude can’t browse the web so people are going to perplexity but perplexity is hitting chatGPT and GPT is down so it’s hitting Claude so with all this traffic chaos all 3 are now down. Also nobody uses Gemini but just to show they’re getting a lot of traffic they shut down too. That’s how we got the AI blackout
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samarth retweeted
4 Jun 2024
The reason why the ECI site is so fast, is because... it's all statically rendered HTML, updated every five minutes with what I assume is a batch job. No SPA dumbf-ery here.
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16 May 2024
.@Spotify @SpotifyCares should have been my no-brainer preferred alternative to Google Podcast but I don't see a one click import from OPML option yet. Extraordinary! How is lapping up users from Google not your top most priority? #factthatIhavetoevenask
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5 Apr 2024
I get my "me time" waiting for git pull to execute on prod repo
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26 Mar 2024
So powerful! Respect!
From @TheAthletic: It is difficult to silence 100 people at once, but that is what happened when Vinicius Junior entered the room. For 40 minutes, he delivered his most powerful message yet in the fight against racism — one that left him in tears. nyti.ms/495w0ta
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17 Mar 2024
Why are the election dates finalized like it's a last minute Goa trip!? I made travel plans for that week a month ago! šŸ˜•
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