Surya Kallumadi
@kallumadi
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Search Scientist. Working at the intersection of Machine learning, Information retrieval, Recommender Systems, Data Mining and User Experience.
Joined October 2009
Navigating AI adoption & governance? 🤖 We're researching how orgs are tackling this challenge. If you influence AI decisions, we need your insights to shape industry standards. Take our quick (5-7 min) confidential survey: https://t.co/kt9ELLy9oR
#AIGovernance #EnterpriseAI
docs.google.com
Thank you for participating in this research on how enterprise organizations adopt, govern, and scale artificial intelligence (AI). We aim to understand the challenges they face and the strategies...
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I've made a project called "Shruti" to preserve the memories from fading cultures of India and I invite you to contribute by interviewing your parents/grandparents. My grandmother is 93. After she passes on, so much of cultural memory will also be gone with her - stories,
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If you're getting into LLMs, PyTorch is essential. And lot of folks asked for beginner-friendly material, so I put this together: PyTorch in One Hour: From Tensors to Multi-GPU Training ( https://t.co/OpJnPkrGK9) 📖 ~1h to read through 💡 Maybe the perfect weekend project!? I’ve
sebastianraschka.com
A curated introduction to PyTorch that gets you up to speed in about an hour.
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India and Pakistan have today worked out an understanding on stoppage of firing and military action. India has consistently maintained a firm and uncompromising stance against terrorism in all its forms and manifestations. It will continue to do so.
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This!
you've got to be building with the expectation that pretty soon the models will be perfect, that their response time will be near instantaneous, and that their cost will be ~zero
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“You could attach prices to thoughts. And how does one pay for thoughts? The answer, I think, is: with courage.” Can we re-imagine the data lifecycle so that it works for humans and machines alike? Yes, we can. Thanks @TreybigDavis (and team) and @adityaag (and team)!
🚀 Introducing Bauplan A serverless, code-native platform for building data and AI pipelines — directly on your object store. No clusters. No notebooks. No GUI based workflows. Just Python + SQL + S3. 👉 https://t.co/aJGGCltlAg
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I'm teaching databases this semester at Berkeley. My students all seem unusually brilliant. Not many go to office hours, and not too many folks post on the course forum asking project questions. Weirdly, the exam had the lowest recorded average in my 10 semesters teaching it.
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Great news! Gemma models are one of the most underestimated LLMs imho. The technical report is available here:
I’m so happy to announce Gemma 3 is out! 🚀 🌏Understands over 140 languages 👀Multimodal with image and video input 🤯LMArena score of 1338! 📏Context window of 128k Available in AI Studio, Hugging Face, Ollama, Vertex, and your favorite OS tools 🚀Download it today!
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From the very beginning, one of our main goals was: Typing math should be as natural as typing plain text. No syntax, no coding—just start typing, no learning required
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While there are shinny things happing in LLM land ecommerce search is still damn hard to get right. My team at snowflake took a stab by experimenting with the TREC Product Search datasets. https://t.co/nUDg06t8wb
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All the call for paper details have been posted. Great tracks. Superb keynote speakers. We're looking forward to your submissions. https://t.co/os5D7CMQu7
#sigir #sigir2025
sigir2025.dei.unipd.it
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval | July 13-18, 2025 in Padua, Italy
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📣 📣 #sigir2025 call for workshops https://t.co/ugMsNai4om Let's brainstorm on IR, RecSys, GenAI, RAG, and more. - Submission: Jan 9, 2025 - Notification: Feb 6, 2025 - Workshop day: Jul 17, 2025 More info? Ask @kallumadi @zhaochun_ren at sigir2025-workshop@dei.unipd.it
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📣 📣 #sigir2025 call for workshops https://t.co/ugMsNahwyO Let's brainstorm on IR, RecSys, GenAI, RAG, and more. - Submission: Jan 9, 2025 - Notification: Feb 6, 2025 - Workshop day: Jul 17, 2025 More info? Ask @kallumadi @zhaochun_ren at sigir2025-workshop@dei.unipd.it
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I'm excited to announce that I'll be serving as the Workshop Co-Chair for @SIGIRConf alongside @zhaochun_ren ! 🎉 SIGIR 2025 will be held in beautiful Padova, Italy 🇮🇹. Workshop proposal submission: https://t.co/FHh20JwoBy 🗓️ Proposal submission deadline: January 9th, 2025
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Nadal being asked about Federer's emotional letter but make it the iconic boyfriend moment
Vamos, @RafaelNadal! As you get ready to graduate from tennis, I’ve got a few things to share before I maybe get emotional. Let’s start with the obvious: you beat me—a lot. More than I managed to beat you. You challenged me in ways no one else could. On clay, it felt like I
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Want to take your mind off Current Events? New podcast from @bhorowitz and me on AI and robotics, the brewing robotics Cold War between the US and China, and what it will take to make AI robotics great. Enjoy! 🤖🦾🇺🇸 - Traditional robotics vs. new AI models - U.S. leadership
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♥️ this writeup from @AnthropicAI for so many reasons: • Reiterating bm25 + semantic retrieval is standard RAG • Not just sharing what worked but also what didn't work • Evals on various data (code, fiction, arXiv) + embeddings • Breaking down gains from each step More of
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Peter Theil says the reason the Paypal mafia exists today isn't because of his hiring techniques but how he managed those people. Things like extreme bias for action, cult-like company culture, and "one thing" management philosophy. Founders must understand how it works:
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