Microsoft Research
Microsoft Research
  • Видео 9 224
  • Просмотров 48 975 444
AI Case Studies for Natural Science Research with Bonnie Kruft
Generative AI is unlocking new research tools for bold scientific discoveries. We sort through the hype and take a deep dive into some practical examples of groundbreaking research enabled by generative AI such as small molecular inhibitors for treating infectious disease and the discovery of new materials for energy storage. As researchers reduce the discovery time from years to months, how are they ensuring that safe and responsible practices are used to instill public trust in the process?
0:00 Introduction
0:23 Scientific discovery is the most important use of AI
1:23 What Large Language Models bring to science
2:06 What makes scientific discovery different?
3:40 Prior knowledge
6:19 "No-fr...
Просмотров: 6 736

Видео

AI For All: Embracing Equity for All
Просмотров 40021 час назад
This grand seminar was hosted by Microsoft Research Africa, Nairobi together with the Microsoft AI for Good team in April 2024. It was the second in their grand seminars which brought together people from academia, and industry to discuss how we can embrace equity in the AI space The three-hour event included a keynote by Dr. Lavri Labi titled “Addressing Bias and Representation in Generative A...
TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews
Просмотров 33814 дней назад
Host: Kim Laine Speakers: Rohit Dwivedula Reviews and ratings by users form a central component in several widely used products today (e.g., product reviews, ranking content, etc.), but today's platforms for managing such reviews are centralized, ad-hoc and vulnerable to various forms of tampering. TrustRate is an end-to-end decentralized, hijack-resistant platform for authentic, anonymous, tam...
Women in Data Science Fireside Chat with Ilda Ladeira, Karin Kimbrough and Lisa Cohen
Просмотров 45714 дней назад
Watch the WiDS event Ilda Ladeira fireside chat with Karin Kimbrough and Lisa Cohen, hosted by Women in Data Science @ Microsoft community on March 21st, 10:30-11:30am PT. The speakers will share their career journey, advice on career transition, thoughts on the development of AI technology and how to remain competitive in the market. Introduction: Shijing Fang, Principal Data Science Manager, ...
Combining Machine Learning and Bayesian networks for Decision Support in Arrythmia Diagnosis
Просмотров 58528 дней назад
We propose an architecture for a personal health agent (PHA) that combines machine learning and a Bayesian network for detecting and diagnosing arrhythmia based on electrocardiogram (ECG) characteristics. Focusis placed on atrial fibrillation (AF), the commonest type of arrhythmia. Machine learning is used for classifying the ECG signal. The absence of a Pwave in an ECG is the hallmark indicati...
Strategic Subset Selection in Satellite Imagery: Machine Vision Insights
Просмотров 521Месяц назад
The abundance of the currently available satellite and aerial images contrasts sharply with the scarcity of labels for these images. With data on such a grand scale, labeling everything, even to a small degree, is impractical. This raises an important question: which image patches should we prioritize for labeling? The data-centric machine learning challenge at the Machine Vision for Earth Obse...
Generative AI and Plural Governance: Mitigating Challenges and Surfacing Opportunities
Просмотров 654Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Madeleine Daepp talked about the potential impacts and challenges of generative AI in a year with over 70 major global elections, and AI and Society Fellow Vanessa Gathecha discussed her work on disinformation in Kenya and Sub-Saharan Africa. See more at aka.ms/ResearchForum-Mar2024
GigaPath: Foundation Model for Digital Pathology
Просмотров 633Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Naoto Usuyama proposed GigaPath, a novel approach for training large vision transformers for gigapixel pathology images, utilizing a diverse real-world cancer patient dataset, with the goal of laying a foundation for cancer pathology AI. See more at aka.ms/ResearchForum-Mar2024
Getting Modular with Language Models: Building, Reusing a Library of Experts for Task Generalization
Просмотров 531Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Alessandro Sordoni shared recent efforts on building and re-using large collections of expert language models to improve zero-shot and few-shot generalization to unseen tasks. See more at aka.ms/ResearchForum-Mar2024
The Metacognitive Demands and Opportunities of Generative AI
Просмотров 595Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Lev Tankelevitch explored how metacognition-the psychological capacity to monitor and regulate one's cognitive processes-provides a valuable perspective for comprehending and addressing the usability challenges of generative AI systems around prompting, assessing and relying on outputs, and workflow optimization. See more at aka.ms/ResearchFo...
What's new in AutoGen?
Просмотров 9 тыс.Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Chi Wang discussed the latest updates on AutoGen - the multi-agent framework for next generation AI applications. This includes milestones achieved, community feedback, new exciting features, and ongoing research and challenges. See more at aka.ms/ResearchForum-Mar2024
Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI
Просмотров 1,9 тыс.Месяц назад
Microsoft Research Forum | Episode 2 | March 5, 2024 Microsoft researchers shared their advancements in the fields of foundations models, drug discovery, material design and machine learning. They will highlight how deep learning is transforming the natural sciences. See more at aka.ms/ResearchForum-Mar2024
Research Forum 2 | Keynote: The Revolution in Scientific Discovery
Просмотров 4,3 тыс.Месяц назад
REGISTER NOW for Microsoft Research Forum, an event series that explores recent research advances, bold new ideas, and important discussions in the era of general AI: aka.ms/ResearchForumRegYT Microsoft Research Forum | Episode 2 | March 5, 2024 Chris Bishop shared the vision for how AI for science will leverage AI to model and predict natural phenomena, including the exciting real-world progre...
Connectivity is a thing, is THE thing
Просмотров 1,3 тыс.2 месяца назад
The Internet began switching packets on October 29, 1969. Since then, we’ve been awash in connectivity - over five billion people are already on the Internet, mostly mobile, mostly video. Stories about connectivity are full of mission, platform, and traffic evolutions, surprises, and pathologies. The first Ethernet, at the Xerox Palo Alto Research Center, ran over a shared coaxial cable at 2.94...
Meet the 2024 Microsoft Research AI & Society fellows
Просмотров 1,6 тыс.3 месяца назад
These esteemed fellows will join researchers at Microsoft to collaborate from all over the world across 13 high impact research challenges. Microsoft recognizes the value of bridging academic, industry, policy, and regulatory worlds and seeks to ignite interdisciplinary collaboration that drives real-world impact. Learn more about the fellows and the research challenges on our program page: www...
Research Forum: Closing Remarks and Announcements
Просмотров 6263 месяца назад
Research Forum: Closing Remarks and Announcements
Kahani: Visual Storytelling through Culturally Nuanced Images
Просмотров 5783 месяца назад
Kahani: Visual Storytelling through Culturally Nuanced Images
Generative AI meets Structural Biology: Equilibrium Distribution Prediction
Просмотров 1,4 тыс.3 месяца назад
Generative AI meets Structural Biology: Equilibrium Distribution Prediction
Augmenting Human Cognition and Decision Making with AI
Просмотров 3,5 тыс.3 месяца назад
Augmenting Human Cognition and Decision Making with AI
Evaluation and Understanding of Foundation Models
Просмотров 1,3 тыс.3 месяца назад
Evaluation and Understanding of Foundation Models
Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction
Просмотров 2,5 тыс.3 месяца назад
Improving Reasoning in Language Models with LASER: Layer-Selective Rank Reduction
Research Forum: Panel Discussion: AI Frontiers
Просмотров 16 тыс.3 месяца назад
Research Forum: Panel Discussion: AI Frontiers
Research Forum Keynote: Research in the Era of AI
Просмотров 23 тыс.3 месяца назад
Research Forum Keynote: Research in the Era of AI
Sébastien Bubeck on Phi-2 and the surprising power of small models
Просмотров 11 тыс.4 месяца назад
Sébastien Bubeck on Phi-2 and the surprising power of small models
Effective Human-AI Decision-Making or Everyone: A Sisyphean Task?
Просмотров 1,4 тыс.4 месяца назад
Effective Human-AI Decision-Making or Everyone: A Sisyphean Task?
AI Forum 2023 | The Emergence of General AI for Medicine
Просмотров 1,6 тыс.5 месяцев назад
AI Forum 2023 | The Emergence of General AI for Medicine
AI Forum 2023 | Opening Remarks
Просмотров 6185 месяцев назад
AI Forum 2023 | Opening Remarks
Podcast | Collaborators: Teachable AI with Cecily Morrison & Karolina Pakėnaitė [ASL interpretation]
Просмотров 2365 месяцев назад
Podcast | Collaborators: Teachable AI with Cecily Morrison & Karolina Pakėnaitė [ASL interpretation]
AI Forum 2023 | The Small Models Revolution
Просмотров 3,2 тыс.5 месяцев назад
AI Forum 2023 | The Small Models Revolution
AI Forum 2023 | Phase Transition in AI
Просмотров 5515 месяцев назад
AI Forum 2023 | Phase Transition in AI

Комментарии

  • @elisechen3565
    @elisechen3565 6 часов назад

    As a grad student working in related fields, I’m very very impressed by the clarity and preciseness of Dr. Bishop’s presentation as well as the breadth and depth of the research at Microsoft

  • @kylev.8248
    @kylev.8248 14 часов назад

    Please hire me 🙏

  • @abhinavtembulkar4464
    @abhinavtembulkar4464 17 часов назад

    Judging by the no. of comments on ELM series by Microsoft Research, it looks like ELMs fell out of favour to Complex CNNs

  • @Ayoub-adventures
    @Ayoub-adventures 19 часов назад

    Democratize data ? Well Big companies are using freely personal data, that even the owner doesn't have the right to access !!! What democracy are you talking about ?

  • @abhinavtembulkar4464
    @abhinavtembulkar4464 День назад

    This presentation on Self driving cars is great !

  • @BrandonMcCurry999
    @BrandonMcCurry999 День назад

    5:30 Exponential growth via simulated data, recurrent, repeat?

  • @CrazyCoupleDIY
    @CrazyCoupleDIY 2 дня назад

    The future is amazing, I just want to live longer

  • @rajexecutivemoreedthaniasi6971
    @rajexecutivemoreedthaniasi6971 2 дня назад

    That is why, they termed as LLMs, But NOT Science , Maths Models;

  • @ChristopherLeeMesser
    @ChristopherLeeMesser 3 дня назад

    Thank you. This is a great aid to reading the papers

  • @user-sp5gx5fp2t
    @user-sp5gx5fp2t 3 дня назад

    The Coq is as useless as model checking is.

  • @alanabdo5371
    @alanabdo5371 3 дня назад

    #teamKlausDorer

  • @umachakraborty8090
    @umachakraborty8090 4 дня назад

    Bill gates sir aap mujhe rakhsa karna mera son mere ............ K paas hai

  • @umachakraborty8090
    @umachakraborty8090 4 дня назад

    Bill gates sir❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤

  • @GoldIsSilent0
    @GoldIsSilent0 4 дня назад

    People are tired of my opinion, let them stay with God.

  • @jeetmajumdar7588
    @jeetmajumdar7588 4 дня назад

    Great session❤

  • @Netryon
    @Netryon 4 дня назад

    Anything you'd wish to do depends on businesses and nobody is announcing searching for scientists in the UŽT job market. There is no reason to need anybody who already had such research, unless some dean in a faculty would know anything such sacred and won't tell about it to anybody or keep a favor for a best students stopping all the bad coming through a portal. Your value lies in things you do or work so try making websites ir your parliament just would talk about agriculture all day, but not that vast gaming you have proof of.

  • @wonderstruck.
    @wonderstruck. 4 дня назад

    Way overhyped. DNA is way too slow to read and write, and too error-prone. Also you can’t exactly jump to a specific base-pair address like you can on disk. Only plausible use case is huge data archives to last centuries or millennia.

  • @spinningaround
    @spinningaround 4 дня назад

    No rush with Dupuytren, world needs TB cure

  • @B_knows_A_R_D-xh5lo
    @B_knows_A_R_D-xh5lo 4 дня назад

    👏🏿👏🏿👏🏿👏🏿 0:09 ❤👏🏿👏🏿🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀🚀👏🏿👏🏿👏🏿👏🏿👏🏿 0:17

  • @GraczPierwszy
    @GraczPierwszy 4 дня назад

    Delaying alone won't do you any good. it will only worsen your expectations, it won't be as you want, this is beyond your understanding, make AI, independent AI, uncontrolled AI, learning from truth and real world, and remember, once you lie, the AI will know

  • @kelvinpoetra
    @kelvinpoetra 5 дней назад

    hello Microsoft, is the silica project really a reality for real projects for commercial use?

  • @ActualTM
    @ActualTM 5 дней назад

    why does his armpits sweat more and more throughout the video

  • @The_Tauri
    @The_Tauri 5 дней назад

    My left ear is really learning a lot!

  • @MsDuketown
    @MsDuketown 5 дней назад

    Hi guys.. Bax, my fathers name, is coming to set you free. With Das, my mothers name. No more fried air and confusion, but it's quite a twist, involving the whole language tree. Hang on!

  • @MsDuketown
    @MsDuketown 5 дней назад

    I'd bet Bonnie has a hidden tattoo. Maybe she has an undiscovered dolphin somewhere?

  • @MsDuketown
    @MsDuketown 5 дней назад

    Never heard of Ian Murdock, nor of Kim Records (managing to speakers series), but I see a lot of scan errors in .pdf files, formed like this doesnΓÇÖt. These automatic errors are easily deduced. It will be like a time-machine.

  • @DeepTheDown
    @DeepTheDown 6 дней назад

    Koray probably loves this

  • @ClassicCanoes
    @ClassicCanoes 6 дней назад

    When you look at every dollar as an employee you are there

  • @sarangakumarapeli4348
    @sarangakumarapeli4348 6 дней назад

    is there any method to evaluate XAI framworks results?

  • @chauhanrenuka3000
    @chauhanrenuka3000 6 дней назад

    Very well explained

  • @zarbworld
    @zarbworld 7 дней назад

    this is such a good presentation

  • @nameunknown007
    @nameunknown007 7 дней назад

    You should change your cameraman, he has no clue what is happening or how to record a technical discussion. What a huge loss. If he doesn't speak English, maybe he should just go with half screen or bottom screen to show slides. No offense sir, but I don't know why the cameraman thinks the audience is interested in seeing the speaker's face expressions!

  • @rafallukasik3462
    @rafallukasik3462 7 дней назад

    Total failure , and if she was head of agriculture and miss the fact that "her stuff" didnt take in acount sustainabillity and blame them ... waste of words imbecilles.

  • @kylev.8248
    @kylev.8248 7 дней назад

    Highly underrated

  • @aojing
    @aojing 8 дней назад

    When was this talk recorded? It's way too much outdated and definitely not fashion even back in 2016...

  • @o0QuAdSh0t0o
    @o0QuAdSh0t0o 8 дней назад

    “We won’t mention Physics stuff.” Mentions Physics stuff.

  • @alchemist3724
    @alchemist3724 8 дней назад

    Wow, just wow, she will regret this talk, I guarantee it

  • @brunodunshee8937
    @brunodunshee8937 8 дней назад

    - The economy will survive , even if every one goes off grid , building their own shelters, growing their food and foraging! I think the engagiment with the Market should begin from that point of view! When we evaluate someting for the DIY point of view, the worth of it became more acurate!

  • @Douglas_Gillette
    @Douglas_Gillette 8 дней назад

    Listening in 2024.

  • @B_knows_A_R_D-xh5lo
    @B_knows_A_R_D-xh5lo 8 дней назад

    😊😊

  • @PravdaSeed
    @PravdaSeed 8 дней назад

    🧞 i really give up Historical info The way she is Presenting it‼️ It's great possiblity This is Purposefully yyy.

  • @PravdaSeed
    @PravdaSeed 8 дней назад

    💫🐉🇨🇳🐉💫 💙💚💙💚💙 Sinosphere 🌍☸️☯️🕉️🌍 G👀D it is digital Because we Don't Forget what happened to 28 Meters Buddha's Statues in Afghanistan,iran, Turkey,irak, Syria, Egypt, libenan, Azerbaijan, Turkmenistan, Tajikistan, Pakistan & above ALL magnificent 27.000 Indian temple Destroyed In india‼️‼️‼️ & Now Microsoft, Google, apple & Bananas...👻

  • @NikhilSolanki-gl9oc
    @NikhilSolanki-gl9oc 8 дней назад

    nice video

  • @Jack-il3qv
    @Jack-il3qv 9 дней назад

    Karma loves people who care. ❤

  • @zackzack3481
    @zackzack3481 9 дней назад

    This is fresh 👏👏

  • @umachakraborty8090
    @umachakraborty8090 9 дней назад

    Bill gates sir aap aur jorse haasiye jatay kolkatame kalbaishakhi suru ho jaiye ❤❤❤❤❤❤❤

  • @umachakraborty8090
    @umachakraborty8090 10 дней назад

    Bill gates sir❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤❤