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[Music] Sunayana Sitaram: Our ultimate goal is to build evaluation systems and also other kinds of systems in general where humans and LLMs can work together. We're really trying to get humans to do the evaluation, get LLM's to do the evaluation, use the human data in order to improve the LLM. And then just this continues in a cycle. And the ultimate goal is, send the things to the LLM that it's good at doing and send the rest of the things that the LLM can't do to humans who are like the ultima...
Podcast- HyWay: Enabling Mingling in the Hybrid World Ajay Manchepalli: One thing we have learned is that, you know as they say, necessity is the mother of invention. This is a great example of that because it's not that we didn't have remote people before. And it's not that we didn't have technology to support something like this. But we have had this Black Swan moment with COVID, which required us to be not in the same physical location at all time and that accelerated the adoption of digital ...
Episode 013 | June 14, 2022 Road safety is a very serious public health issue across the world. Estimates put the traffic related death toll at approximately 1.35 million fatalities every year, and the World Health Organization ranks road injuries in the top 10 leading causes of death globally. This raises the question- can we do anything to improve road safety? In this podcast, I speak to Venkat Padmanabhan , Deputy Managing Director of Microsoft Research India and Akshay Nambi , Principal Rese...
Episode 012 | May 30, 2022 Neeraj Kayal: It’s just a matter of time before we figure out how computers can themselves learn like humans do. Just human babies, they have an amazing ability to learn by observing things around them. And currently, despite all the progress, computers don't have that much ability. But I just think it's a matter of time before we figure that out, some sort of general artificial intelligence. Sridhar Vedantham: Welcome to the MSR India podcast. In this podcast, Ravisha...
Episode 011 | January 18, 2022 Keratoconus is a severe eye disease that affects the cornea, causing it to become weak and develop a conical bulge. Keratoconus, if undiagnosed and entreated, can lead to partial or complete blindness in people affected by it. However, the equipment needed to diagnose keratoconus is expensive and non-portable, which makes early detection of keratoconus inaccessible to large populations in low and middle income countries. This makes it a leading cause for partial or...
This episode features Dr. Muthian Sivathanu discussing the vital role of systems innovation in advancing AI, particularly in deep learning. He explains the immense compute and storage demands of modern AI models and presents solutions like Gandiva for optimizing GPU scheduling and Quiver for high-throughput data access. The conversation highlights the micro co-design philosophy and the tangible cost reductions achieved by making AI infrastructure more efficient.
Episode 009 | June 15, 2021 The Internet of Things has been around for a few years now and many businesses and organizations depend on data from these systems to make critical decisions. At the same time, it is also well recognized that this data- even up to 40% of it- can be spurious, and this obviously can have a tremendously negative impact on an organizations’ decision making. But is there a way to evaluate if the sensors in a network are actually working properly and that the data generated...
Episode 008 | April 20, 2021 Microsoft Research India is constantly exploring how research can enable new technologies that positively impact the lives of people while also opening new frontiers in computer science and technology itself. In this podcast we speak to Dr. Sriram Rajamani , distinguished scientist and Managing Director of the Microsoft Research India Lab. We talk about some of the projects in the lab that are making fundamental changes to the computing at Internet scale, computing a...
Episode 007 | December 22, 2020 One of Microsoft Research India’s goals is to help strengthen the research ecosystem and encourage young students to look at research as a career. But it is not always easy for students to understand what research is all about and how to figure out if research is the right career for them. The Research Fellow program at Microsoft Research India enables bright young students to work on real-world research problems with top notch researchers across the research life...
Episode 006 | October 20, 2020 At Microsoft Research India, research focused on societal impact is typically a very interdisciplinary exercise that pulls together social scientists, technology experts and designers. But how does one evaluate or validate the actual impact of research in the real world? Today, we talk to Tanuja Ganu who manages the Societal Impact through Cloud and AI (or SCAI) group in MSR India. SCAI focuses on deploying research findings at scale in the real world to validate t...
Episode 005 | September 08, 2020 Podcast: Making cryptography accessible, efficient and scalable. With Dr. Divya Gupta and Dr. Rahul Sharma Ensuring security and privacy of data, both personal and institutional, is of paramount importance in today’s world where data itself is a highly precious commodity. Cryptography is a complex and specialized subject that not many people are familiar with, and developing and implementing cryptographic and security protocols such as Secure Multi-party Computat...
Episode 004 | August 04, 2020 Podcast: Can we make better software by using ML and AI techniques? With Chandra Maddila and Chetan Bansal The process of software development is dramatically different today compared to even a few years ago. The shift to cloud computing has meant that companies need to develop and deploy software in ever shrinking timeframes while maintaining high quality of code. At the same time, developers can now get access to large amounts of data and telemetry from users. Is ...
Episode 003 | June 02, 2020 Many of us who speak multiple languages switch seamlessly between them in conversations and even mix multiple languages in one sentence. For us humans, this is something we do naturally, but it’s a nightmare for computing systems to understand mixed languages. On this podcast with Kalika Bali and Dr. Monojit Choudhury, we discuss codemixing and the challenges it poses, what makes codemixing so natural to people, some insights into the future of human-computer interact...
Episode 002 | March 20, 2020 Enabling Rural Communities to Participate in Crowdsourcing, with Dr. Vivek Seshadri Crowdsourcing platforms and the gig economy have been around for a while. But are they equally accessible to all communities? Dr. Vivek Seshadri, a researcher at Microsoft Research India, doesn’t think so, and is trying to change this. On this podcast, Vivek talks about what motivated him to focus on research that can help underserved communities, and in particular, about Project Kary...
Episode 001 | March 06, 2020 Dr. Eric Horvitz is a technical fellow at Microsoft, and is director of Microsoft Research Labs, including research centers in Redmond, Washington, Cambridge, Massachusetts, New York, New York, Montreal, Canada, Cambridge, UK, and Bengaluru, India. He is one of the world’s leaders in AI, and a thought leader in the use of AI in the complexity of the real world. On this podcast, we talk to Dr. Horvitz about a wide range of topics, including his thought leadership in A...
Mar 02, 2020
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