Explorez tous les épisodes du podcast Microsoft Research Podcast
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| Abstracts: November 14, 2024 | 14 nov. 2024 | 00:13:30 | |
The efficient simulation of molecules has the potential to change how the world understands biological systems and designs new drugs and biomaterials. Tong Wang discusses AI2BMD, an AI-based system designed to simulate large biomolecules with speed and accuracy. | |||
| Collaborators: Prompt engineering with Siddharth Suri and David Holtz | 11 nov. 2024 | 00:55:26 | |
Researcher Siddharth Suri and professor David Holtz give a brief history of prompt engineering, discuss the debate behind their recent collaboration, and share what they found from studying how people’s approaches to prompting change as models advance. Learn more:
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| Abstracts: November 5, 2024 | 05 nov. 2024 | 00:14:54 | |
Researchers Chris Hawblitzel and Jay Lorch share how progress in programming languages and verification approaches are bringing bug-free software within reach. Their work on the Rust verification tool Verus won the Distinguished Artifact Award at SOSP ’24. | |||
| Abstracts: November 4, 2024 | 04 nov. 2024 | ||
In their 2024 SOSP paper, researchers explore a common—though often undertested—software system issue: retry bugs. Research manager Shan Lu and PhD candidate Bogdan Stoica share how they’re combining traditional program analysis and LLMs to address the challenge. | |||
| Intern Insights: Vaishnavi Ranganathan with Angela Busheska | 24 oct. 2024 | 00:33:15 | |
Every year, interns from academic institutions around the world apply and grow their knowledge as members of the research community at Microsoft. In this Microsoft Research Podcast series, these students join their internship supervisors to share their experience working alongside some of the leading researchers in their respective fields. In this episode, Angela Busheska, an undergraduate engineering student at Lafayette College, talks to Senior Researcher Vaishnavi Ranganathan, about her work on TerraTrace, a platform that brings together statistics and large language models to track land use over time for agricultural and forestry applications. Busheska discusses the personal loss that drew her to climate activism, the chain of events that led to a memorable face-to-face meeting with Microsoft’s chief sustainability officer, and her advice for going after the internship you want and making the experience count. Learn more:
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| Abstracts: September 30, 2024 | 30 sept. 2024 | 00:18:55 | |
The personalizable object recognizer Find My Things was recently recognized for accessible design. Researcher Daniela Massiceti and software development engineer Martin Grayson talk about the research project’s origins and the tech advances making it possible. The Find My Things story is an example of research at Microsoft enhancing Microsoft products and services. To try the Find My Things tool, download the free, publicly available Seeing AI app. Learn more:
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| Collaborators: Silica in space with Richard Black and Dexter Greene | 05 sept. 2024 | 00:46:04 | |
College freshman Dexter Greene and Microsoft research manager Richard Black discuss how technology that stores data in glass is supporting students as they expand earlier efforts to communicate what it means to be human to extraterrestrials. Learn more:
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| What’s Your Story: Lex Story | 22 août 2024 | 00:31:00 | |
Model maker and fabricator Lex Story helps bring research to life through prototyping. He discusses his take on failure; the encouragement and advice that has supported his pursuit of art and science; and the sabbatical that might inspire his next career move. Learn more: | |||
| Abstracts: August 15, 2024 | 16 août 2024 | 00:15:00 | |
In this episode, Microsoft Product Manager Shrey Jain and OpenAI Research Scientist Zoë Hitzig join host Amber Tingle to discuss “Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online.” In their paper, Jain, Hitzig, and their coauthors describe how malicious actors can draw on increasingly advanced AI tools to carry out deception, making online deception harder to detect and more harmful. Bringing ideas from cryptography into AI policy conversations, they identify a possible mitigation: a credential that allows its holder to prove they’re a person––not a bot––without sharing any identifying information. This exploratory research reflects a broad range of collaborators from across industry, academia, and the civil sector specializing in areas such as security, digital identity, advocacy, and policy. | |||
| Collaborators: AI and the economy with Brendan Lucier and Mert Demirer | 08 août 2024 | 00:49:24 | |
Researcher Brendan Lucier and professor Mert Demirer are applying their micro- and macroeconomic expertise, respectively, to forecasting the economic impact of AI. They share how they’re using a task-level breakdown of occupations to help predict the future. Learn more:
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| What’s Your Story: Emre Kiciman | 01 août 2024 | 00:40:05 | |
Emre Kiciman shares how some keen observations and a desire to have front-end impact led him to make the jump from systems and networking to computational social science and now causal analysis and large-scale AI—and how systems thinking still impacts his work. Learn more: | |||
| Abstracts: July 29, 2024 | 29 juil. 2024 | 00:08:24 | |
A lack of appropriate data, decreased model performance, and other obstacles have made it difficult to expand the input language models can receive. Li Lyna Zhang introduces LongRoPE, a method capable of extending content windows to more than 2 million tokens. | |||
| Abstracts: July 18, 2024 | 18 juil. 2024 | 00:12:10 | |
Senior Researcher Arindam Mitra introduces AgentInstruct. Using raw data sources, the automated multi-agent framework can create diverse, high-quality synthetic data at scale for the post-training of small and large language models. | |||
| Collaborators: Sustainable electronics with Jake Smith and Aniruddh Vashisth | 11 juil. 2024 | 00:50:12 | |
Printed circuit boards are abundant—in the stuff we use and in landfills. Researcher Jake Smith and professor Aniruddh Vashisth discuss the development of vitrimer-based PCBs that perform comparably to traditional PCBs but have less environmental impact. Learn more:
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| Ideas: Solving network management puzzles with Behnaz Arzani | 13 juin 2024 | 00:43:39 | |
Behnaz Arzani loves hard problems and the freedom to explore. That makes research a great fit! She discusses her work in network management, including the potential role of LLMs in the field; the challenges that excite her; and how storytelling changed her life. Learn more:
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| What’s Your Story: Weishung Liu | 30 mai 2024 | 00:40:28 | |
Principal PM Manager Weishung Liu shares how a career delivering products and customer experiences aligns with her love of people and storytelling and how—despite efforts to defy the expectations that come with growing up in Silicon Valley—she landed in tech. Learn more:
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| Ideas: Designing AI for people with Abigail Sellen | 23 mai 2024 | 00:47:55 | |
Social scientist and HCI expert Abigail Sellen explores the critical understanding needed to build human-centric AI through the lens of the new AICE initiative, a collective of interdisciplinary researchers studying AI impact on human cognition and the economy. Learn more: | |||
| Abstracts: May 20, 2024 | 20 mai 2024 | 00:12:43 | |
Andrey Kolobov discusses WindSeer, a small CNN capable of estimating the wind field around an sUAV in flight more finely and with less compute and data than traditional models. The advancement can help support longer and safer autonomous flights. Learn more: | |||
| What’s Your Story: Jacki O’Neill | 16 mai 2024 | 00:35:52 | |
Jacki O'Neill saw an opportunity to expand Microsoft research efforts to Africa. She now leads Microsoft Research Africa, Nairobi (formerly MARI). O'Neill talks about the choices that got her there, the lab’s impact, and how living abroad is good for innovation. Learn more: | |||
| Abstracts: May 6, 2024 | 06 mai 2024 | 00:13:35 | |
Researcher Michel Galley explores how he and fellow researchers combined new and existing data to create MathVista, an open-source benchmark for measuring the mathematical reasoning capabilities of foundation models in scenarios that involve text and images. | |||
| Ideas: Exploring AI frontiers with Rafah Hosn | 25 avr. 2024 | 00:38:56 | |
Energized by disruption, partner group product manager Rafah Hosn is helping to drive scientific advancement in AI for Microsoft. She talks about the mindset needed to work at the frontiers of AI and how the research-to-product pipeline is changing in the GenAI era. Learn more: | |||
| Abstracts: April 16, 2024 | 16 avr. 2024 | 00:14:25 | |
Tusher Chakraborty talks about the paper “Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things,” including a method for supporting communication between a large IoT-satellite constellation and devices on Earth within a limited spectrum. | |||
| Ideas: Language technologies for everyone with Kalika Bali | 11 avr. 2024 | 00:47:28 | |
The new series “Ideas” debuts with guest Kalika Bali. The speech and language tech researcher talks sci-fi and its impact on her career, the design thinking philosophy behind her research, and the “outrageous idea” she had to work with low-resource languages. Learn more:
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| AI Frontiers: Rethinking intelligence with Ashley Llorens and Ida Momennejad | 28 mars 2024 | 00:41:47 | |
Principal Researcher Ida Momennejad brings her expertise in cognitive neuroscience and computer science to this in-depth conversation about general intelligence and what the evolution of the brain across species can teach us about building AI. Learn more:
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| Abstracts: March 21, 2024 | 21 mars 2024 | 00:13:27 | |
Senior Researcher Chang Liu discusses M-OFDFT, a variation of orbital-free density functional theory (OFDFT) that leverages deep learning to help identify molecular properties in a way that minimizes the tradeoff between accuracy and efficiency. | |||
| Abstracts: February 29, 2024 | 29 févr. 2024 | 00:13:27 | |
Can how we think about our thinking help us better incorporate generative AI in our lives & work? Explore metacognition’s potential to improve the tech’s usability on “Abstracts,” then sign up for Microsoft Research Forum for more on this & other AI work. | |||
| What’s Your Story: Nicole Forsgren | 15 févr. 2024 | 00:38:24 | |
Partner Research Manager and developer experience expert Nicole Forsgren talks about the future of software engineering with AI, why she loves tech, and her reliance on a spreadsheet and her gut when making career-changing decisions. Learn more:
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| What’s Your Story: Ivan Tashev | 01 févr. 2024 | 00:29:29 | |
Partner Software Architect Ivan Tashev talks about applying his expertise in audio signal processing to the design and study of audio components for Microsoft products such as Kinect and shares how a focus on what he can control has fueled professional success. Learn more:
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| Abstracts: January 25, 2024 | 25 janv. 2024 | 00:13:08 | |
On “Abstracts,” Jordan Ash & Dipendra Misra discuss the parameter reduction method LASER. Tune in to learn how selective removal of stored data alone can boost LLM performance, then sign up for Microsoft Research Forum for more on LASER & related topics. Learn more: | |||
| AI Frontiers: A deep dive into deep learning with Ashley Llorens and Chris Bishop | 18 déc. 2023 | 00:28:10 | |
Powerful large-scale AI models like GPT-4 are showing dramatic improvements in reasoning, problem-solving, and language capabilities. This marks a phase change for artificial intelligence—and a signal of accelerating progress to come. In this Microsoft Research Podcast series, AI scientist and engineer Ashley Llorens hosts conversations with his collaborators and colleagues about what these models—and the models that will come next—mean for our approach to creating, understanding, and deploying AI, its applications in areas such as healthcare and education, and its potential to benefit humanity. This episode features Technical Fellow Christopher Bishop, who leads a global team of researchers and engineers working to help accelerate scientific discovery by merging machine learning and the natural sciences. Llorens and Bishop explore the state of deep learning; Bishop’s new textbook Deep Learning: Foundations and Concepts, his third and a writing collaboration with his son; and a potential future in which “super copilots” accessible via natural language and drawing on a variety of tools, like those that can simulate the fundamental equations of nature, are empowering scientists in their pursuit of breakthrough. Learn more:
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| Abstracts: December 12, 2023 | 12 déc. 2023 | 00:12:10 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Senior Principal Research Manager Tao Qin and Senior Researcher Lijun Wu discuss “FABind: Fast and Accurate Protein-Ligand Binding.” The paper, accepted at the 2023 Conference on Neural Information Processing Systems (NeurIPS), introduces a new method for predicting the binding structures of proteins and ligands during drug development. The method demonstrates improved speed and accuracy over current methods. Learn more: | |||
| Abstracts: December 11, 2023 | 11 déc. 2023 | 00:15:12 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Principal Researcher Alessandro Sordoni joins host Gretchen Huizinga to discuss “Joint Prompt Optimization of Stacked LLMs using Variational Inference.” In the paper, which was accepted at the 2023 Conference on Neural Information Processing Systems (NeurIPS), Sordoni and his coauthors introduce Deep Language Networks, or DLNs, an architecture that treats large language models as layers within a network and natural language prompts as each layer’s learnable parameters. | |||
| Abstracts: December 6, 2023 | 06 déc. 2023 | 00:12:25 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Xing Xie, a Senior Principal Research Manager of Microsoft Research Asia, joins host Dr. Gretchen Huizinga to discuss “Evaluating General-Purpose AI with Psychometrics.” As AI capabilities move from task specific to more general purpose, the paper explores psychometrics, a subfield of psychology, as an alternative to traditional methods for evaluating model performance and for supporting consistent and reliable systems. Read the paper: Evaluating General-Purpose AI with Psychometrics | |||
| Collaborators: Teachable AI with Cecily Morrison and Karolina Pakėnaitė | 05 déc. 2023 | 00:36:25 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In this episode, Dr. Gretchen Huizinga speaks with Cecily Morrison, MBE, a Senior Principal Research Manager at Microsoft Research, and Karolina Pakėnaitė, who also goes by Caroline, a PhD student and member of the citizen design team working with Morrison on the research project Find My Things. An AI phone application designed to help people who are blind or have low vision locate their personal items, Find My Things is an example of a broader research approach known as Teachable AI. Morrison and Pakėnaitė explore the Teachable AI goal of empowering people to make an AI experience work for them. They also discuss how “designing for one” when it comes to inclusive design leads to innovative solutions and what they learned about optimizing these types of systems for real-world use (spoiler: it’s not necessarily more or higher-quality data). Learn more:
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| Abstracts: November 20, 2023 | 20 nov. 2023 | 00:14:56 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Shrey Jain, a Technical Project Manager at Microsoft Research, and Dr. Zoë Hitzig, a junior fellow at the Harvard Society of Fellows, discuss their work on contextual confidence, which presents a framework to understand and more meaningfully address the increasingly sophisticated challenges generative AI poses to communication. | |||
| What’s Your Story: Desney Tan | 16 nov. 2023 | 00:23:18 | |
In this new Microsoft Research Podcast series What’s Your Story, Johannes Gehrke explores the who behind the technical and scientific advancements helping to reshape the world. A systems expert whose 10 years with Microsoft spans research and product, Gehrke talks to members of the company’s research community about what motivates their work and how they got where they are today. Across his time at Microsoft, Desney Tan, Managing Director of Microsoft Research Redmond, has had the experience of shepherding research ideas into products multiple times, and much like the trajectory of research, his life journey has been far from linear. In this episode, Tan shares how he moved to the United States from Singapore as a teenager, how his self-described “brashness” as a Microsoft intern helped shift the course of his career, and how human impact has been a guiding force in his work. | |||
| Abstracts: October 23, 2023 | 23 oct. 2023 | 00:15:31 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Andy Gordon, a Partner Research Manager, and Carina Negreanu, a Senior Researcher, both at Microsoft Research, join host Dr. Gretchen Huizinga to discuss “Co-audit: Tools to help humans double-check AI-generated content.” This paper brings together current understanding of generative AI performance to explore the need and context for tools to help people using the technology find and fix mistakes in AI output. | |||
| What’s Your Story: Ranveer Chandra | 19 oct. 2023 | 00:32:50 | |
In this new Microsoft Research Podcast series What’s Your Story, Lab Director Johannes Gehrke explores the who behind the technical and scientific advancements helping to reshape the world. He talks to members of the research community at Microsoft about what motivates their work and how they got where they are today. Ranveer Chandra is Managing Director of Research for Industry and CTO of Agri-Food. He is also Head of Networking Research at Microsoft Research Redmond. His work in systems and networking is helping to bring more internet connectivity to more people and is yielding tools designed to help farmers increase food production more affordably and sustainably. In this episode, he shares what it was like growing up in Jamshedpur, India; why he focuses his efforts in the areas he does; and where the joy in his work comes from. Learn more: | |||
| Abstracts: October 9, 2023 | 09 oct. 2023 | 00:13:16 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Dr. Sheng Zhang, a Senior Researcher at Microsoft Research, joins host Dr. Gretchen Huizinga to discuss “UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.” In this paper, Zhang and his coauthors present mission-focused instruction tuning, a method for distilling large language models into smaller, more efficient ones for a broad application class. Their UniversalNER models achieved state-of-the-art performance in named entity recognition, an important natural language processing (NLP) task. Model distillation has the potential to make NLP and other capabilities more accessible, particularly in specialized domains such as biomedicine, which could benefit from more resource-efficient and transparent options. Learn more: | |||
| Intern Insights: Dr. Madeleine Daepp with Jennifer Scurrell and Alejandro Cuevas | 05 oct. 2023 | 00:42:20 | |
Every year, interns from academic institutions around the world apply and grow their knowledge as members of the research community at Microsoft. In this Microsoft Research Podcast series, these students join their internship supervisors to share their experience working alongside some of the leading researchers in their respective fields. In this episode, PhD students Jennifer Scurrell and Alejandro Cuevas talk to Senior Researcher Dr. Madeleine Daepp. They discuss the internship culture at Microsoft Research, from opportunities to connect with researchers they admire over coffee to the teamwork they say helped make it possible for them to succeed in the fast-paced environment of industry, and the impact they hope to have with their work. Learn more:
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| AI Frontiers: Measuring and mitigating harms with Hanna Wallach | 28 sept. 2023 | 00:41:39 | |
Powerful large-scale AI models like GPT-4 are showing dramatic improvements in reasoning, problem-solving, and language capabilities. This marks a phase change for artificial intelligence—and a signal of accelerating progress to come. In this Microsoft Research Podcast series, AI scientist and engineer Ashley Llorens hosts conversations with his collaborators and colleagues about what these models—and the models that will come next—mean for our approach to creating, understanding, and deploying AI, its applications in areas such as healthcare and education, and its potential to benefit humanity. This episode features Partner Research Manager Hanna Wallach, whose research into fairness, accountability, transparency, and ethics in AI and machine learning has helped inform the use of AI in Microsoft products and services for years. Wallach describes how she and a team of applied scientists expanded their tools for measuring fairness-related harms in AI systems to address harmful content more broadly during their involvement in the deployment of Bing Chat; her interest in filtering, a technique for mitigating harms that she describes as widely used but not often talked about; and the cross-company collaboration that brings policy, engineering, and research together to evolve and execute the Microsoft approach to developing and deploying AI responsibly. Learn more: | |||
| AI Frontiers: The future of scale with Ahmed Awadallah and Ashley Llorens | 14 sept. 2023 | 00:42:34 | |
Powerful large-scale AI models like GPT-4 are showing dramatic improvements in reasoning, problem-solving, and language capabilities. This marks a phase change for artificial intelligence—and a signal of accelerating progress to come. In this Microsoft Research Podcast series, AI scientist and engineer Ashley Llorens hosts conversations with his collaborators and colleagues about what these models—and the models that will come next—mean for our approach to creating, understanding, and deploying AI, its applications in areas such as healthcare and education, and its potential to benefit humanity. This episode features Senior Principal Research Manager Ahmed H. Awadallah, whose work improving the efficiency of large-scale AI models and efforts to help move advancements in the space from research to practice have put him at the forefront of this new era of AI. Awadallah discusses the shift in dynamics between model size and amount—and quality—of data when it comes to model training; the recently published paper “Orca: Progressive Learning from Complex Explanation Traces of GPT-4,” which further explores the use of large-scale AI models to improve the performance of smaller, less powerful ones; and the need for better evaluation strategies, particularly as we move into a future in which Awadallah hopes to see gains in these models’ ability to continually learn. Learn more:
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| Abstracts: September 13, 2023 | 13 sept. 2023 | 00:12:42 | |
Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements.
In the inaugural episode of the series, Dr. Ava Amini and Dr. Kevin K. Yang, both Senior Researchers with Microsoft Health Futures, join host Dr. Gretchen Huizinga to discuss “Protein generation with evolutionary diffusion: Sequence is all you need.” The paper introduces EvoDiff, a suite of models that leverages evolutionary-scale protein data to help design novel proteins more efficiently. Improved protein engineering has the potential to help create new vaccines to prevent disease and new ways to recycle plastics. | |||
| Intern Insights: Dr. Josh Benaloh with Anunay Kulshrestha and Karan Newatia | 08 sept. 2023 | 00:39:11 | |
Every year, interns from academic institutions around the world apply and grow their knowledge as members of the research community at Microsoft. In this Microsoft Research Podcast series, these students join their internship supervisors to share their experience working alongside some of the leading researchers in their respective fields. In this episode, PhD students Anunay Kulshrestha and Karan Newatia talk to Senior Cryptographer Josh Benaloh about their work this summer on ElectionGuard, a free, open-source toolkit that enables voters to verify that their votes have been accurately counted. Kulshrestha and Newatia discuss their contributions to extending ElectionGuard to mail-in voting and rank-choice voting, respectively; what is needed for widespread adoption of the verifiable election technology; and why they’d recommend a Microsoft internship to other students. (Editor’s note: After its design and development by Microsoft, ElectionGuard is now part of the newly formed nonprofit Election Technology Initiative, which will join with Microsoft to further ElectionGuard’s growth and help advance its adoption.) Learn more
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| AI Frontiers: AI in India and beyond with Sriram Rajamani | 31 août 2023 | 00:40:04 | |
Powerful large-scale AI models like GPT-4 are showing dramatic improvements in reasoning, problem-solving, and language capabilities. This marks a phase change for artificial intelligence—and a signal of accelerating progress to come. In this Microsoft Research Podcast series, AI scientist and engineer Ashley Llorens hosts conversations with his collaborators and colleagues about what these models—and the models that will come next—mean for our approach to creating, understanding, and deploying AI, its applications in areas such as healthcare and education, and its potential to benefit humanity. This episode features Sriram Rajamani, Distinguished Scientist and Managing Director of Microsoft Research India. Rajamani talks about how the lab’s work is being influenced by today’s rapidly advancing AI. One example? The development of a conversational agent in India capable of providing information about governmental agricultural programs in farmers’ natural language, particularly significant in a country with more than 30 languages, including 22 government-recognized languages. It’s an application Microsoft CEO Satya Nadella described as the “mic drop moment” of his trip to the lab early this year. Learn more
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| Collaborators: Project InnerEye with Javier Alvarez and Raj Jena | 17 août 2023 | 00:39:35 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a new Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In this episode, Dr. Gretchen Huizinga talks with Microsoft Health Futures Senior Director Javier Alvarez and Dr. Raj Jena, a radiation oncologist at Addenbrooke’s hospital, part of Cambridge University Hospitals in the United Kingdom, about Project InnerEye, a Microsoft Research effort that applies machine learning to medical image analysis. The pair shares how a 10-plus-year collaborative journey—and a combination of research and good software engineering—has resulted in the hospital’s creation of an AI system that is helping to decrease the time cancer patients have to wait to begin treatment. Alvarez and Jena chart the path of their collaboration in AI-assisted medical imaging, from Microsoft Research’s initiation of Project InnerEye and its decision to make the resulting research tools available in open source to Addenbrooke’s subsequent testing and validation of these tools to meet the regulatory requirements for use in a clinical setting. They also discuss supporting clinician productivity—and ultimately patient outcomes—and the important role patients play in incorporating AI into healthcare. Learn more:
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| Collaborators: Data-driven decision-making with Jina Suh and Shamsi Iqbal | 03 août 2023 | 00:42:14 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a new Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In this episode of the podcast, Dr. Gretchen Huizinga welcomes Principal Researcher Dr. Jina Suh and Principal Applied and Data Science Manager Dr. Shamsi Iqbal to the show to discuss their most recent work together, a research project aimed at developing data-driven tools to support organizational leaders and executives in their decision-making. The longtime collaborators explore how a long history of collaboration helps them thrive in their work to help workplaces thrive, how their relationship has evolved over the years, particularly with Iqbal’s move from the research side to the product side, and how research and product can align to achieve impact. Learn more:
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| Collaborators: Gaming AI with Haiyan Zhang | 20 juil. 2023 | 00:44:04 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a new Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In the world of gaming, Haiyan Zhang has situated herself where research meets real-world challenges, helping to bring product teams and researchers together to elevate the player experience with the latest AI advances even before the job became official with the creation of her current role, General Manager of Gaming AI. In this episode, she talks with host Dr. Gretchen Huizinga about the variety of expertise needed to avoid the discomfort experienced by players when they encounter a humanlike character displaying inhuman behavior, the potential for generative AI to make gaming better for both players and creators, and the games she grew up playing and what she plays now. Learn more:
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| Collaborators: Holoportation™ communication technology with Spencer Fowers and Kwame Darko | 06 juil. 2023 | 00:38:59 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a new Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In this episode, host Dr. Gretchen Huizinga welcomes Dr. Spencer Fowers, a member of the Special Projects Technical Staff at Microsoft Research, and Dr. Kwame Darko, a plastic surgeon in the reconstructive plastic surgery and burns center in Ghana’s Korle Bu Teaching Hospital. The two are among a group working to make specialized medical care more widely available, especially to those in remote or underserved communities. They share how their 3D telecommunication technology helps bring patients and doctors together when being in the same room isn’t an easy option and how the experience is supporting greater patient satisfaction, allowing more time for surgeons to prepare for surgery, and making the assembly of a super team of medical experts from around the globe more feasible. Learn more:
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| Collaborators: Renewable energy storage with Bichlien Nguyen and David Kwabi | 22 juin 2023 | 00:43:55 | |
Transforming research ideas into meaningful impact is no small feat. It often requires the knowledge and experience of individuals from across disciplines and institutions. Collaborators, a new Microsoft Research Podcast series, explores the relationships—both expected and unexpected—behind the projects, products, and services being pursued and delivered by researchers at Microsoft and the diverse range of people they’re teaming up with. In this episode, Microsoft Principal Researcher Dr. Bichlien Nguyen and Dr. David Kwabi, Assistant Professor of Mechanical Engineering at the University of Michigan, join host Dr. Gretchen Huizinga to talk about how their respective research interests—and those of their larger teams—are converging to develop renewable energy storage systems. They specifically explore their work in flow batteries and how machine learning can help more effectively search the vast organic chemistry space to identify compounds with properties just right for storing waterpower and other renewables for a not rainy day. The bonus? These new compounds may just help advance carbon capture, too. Learn more | |||