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A graphic overview of the way performance assessment methods change across the development lifecycle. It has four phases: getting started, connecting with users, tuning the user experience, and performance assessment in the deployment context. It visually shows how the balance of user experience and tech development change over these four phases.
Microsoft Research Blog

Assessing AI system performance: thinking beyond models to deployment contexts 

September 26, 2022 | Cecily Morrison, Martin Grayson, and Camilla Longden

AI systems are becoming increasingly complex as we move from visionary research to deployable technologies such as self-driving cars, clinical predictive models, and novel accessibility devices. Unlike singular AI models, it is more difficult to assess whether these more complex…

In the news | KI and Digitization-Newsletter from Tagesspiegel

KI: Microsoft eröffnet Research Lab in Berlin 

September 26, 2022

Microsoft verstärkt seine Forschungsaktivitäten im Bereich Künstliche Intelligenz und eröffnet dazu ein Research Lab in Berlin. Geleitet wird es von Frank Noé, der bislang als Professor für Mathematische Modellierung in den Biowissenschaften am Fachbereich Mathematik & Informatik der Freien Universität Berlin tätig…

In the news | GreenBiz

Microsoft raises its voice on climate priorities 

September 26, 2022

The technology giant declares energy and carbon policy goals, underscores role of digitization in speeding low-carbon economy transition.  

In the news | Microsoft Germany News Center

Naturwissenschaftliche Durchbrüche mit Deep Learning: Microsoft eröffnet Research Lab in Berlin 

September 26, 2022

Deep Learning wird in der kommenden Dekade einen transformierenden Einfluss auf die Naturwissenschaften haben. Die Technologie wird die Fähigkeiten zur Modellierung und Vorhersage natürlicher Phänomene drastisch verbessern. Mit Emulatoren werden molekülgetreue Modellierungen komplexer Systeme in künstlichen neuronalen Netzen möglich, die…

Articles

大咖云集!微软年度科研盛会在关注什么? 

September 23, 2022

微软研究峰会2022将于10月18日至20日在线举行。在为期三天的会议中,每天都将以一个主题演讲开启并展开深入讨论,包括探讨深度学习对科学发现的潜在影响;如何利用技术使医疗更精准、更普惠;基础技术的发展如何使未来的云计算成为可能。三大主题将带你共同开拓科技的无限可能! 欢迎扫描文末二维码,注册参会。这场大咖云集的科研盛会你不容错过! 时间:10月18日, 9:00 - 10:00 在这个主题演讲中...

In the news | NewsPicks

[Interview] Taking a Peek at Microsoft’s “Green Research Initiative” 

September 23, 2022

(Linked article in Japanese) Microsoft has launched a research initiative to look at ways of leveraging AI to tackle climate change. Tech giant Microsoft is already well-known as a leading light in the fight against climate change. Its initiatives in…

In the news | Planet

This Atlas Wants to Map Every Solar and Wind Source in Your Country 

September 22, 2022

Instead of time-consuming human surveys, these living maps are made by AI and satellites to help planners get things done.

In the news | Tech Policy Press

Contending for Democracy on Social Media and Beyond 

September 22, 2022

Today, the futures of both democracy and the internet lie at crossroads. These futures are intertwined in complex and critical ways, with each threatened from within, and by one another. While debates over the extent of the internet’s contributions to…

In the news | Geekwire

How much solar and wind power is out there? A Microsoft effort using satellites, AI aims to find out 

September 22, 2022

In the race to curb climate change, solar panels and wind turbines are being installed across the planet — but no one knows exactly where and how much renewable power is out there. So Microsoft is teaming up with The…

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