New AI-powered knowledge hub to fuel social innovation | Microsoft On The Issues

New AI-powered knowledge hub to fuel social innovation | Microsoft On The Issues
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One of the defining aspects of COVID-19 is its disproportionate impact on underserved communities and the harsh spotlight it shines on existing social equity issues around the world. From access to quality education, jobs or affordable healthcare, COVID-19 is magnifying virtually every inequality in our communities.

Never has there been a more important time to capture the moment to create the solutions the world needs to make a positive and lasting contribution to the social inequity issues of our generation. Solutions will come from all corners and technology innovators will need to play their part.

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In this environment of collective problem-solving, we need an easy way for developers to identify the greatest unmet needs, whether through cholera detection or COVID-19 treatments, where technology can play a critical role in helping address these challenges. Similarly, we need to map these social challenges to available funding sources and collaborators to fully understand the opportunities for solution creation…

X4Impact will help social entrepreneurs, nonprofits, citizen developers, funders and foundations identify where they can deploy their time and talent to collectively build a better world. Leveraging the power of AI, X4Impact aggregates content from hundreds of thousands of IRS 990 and 990-PF filings, private investing filings with the SEC and active grants from the federal government, foundations and private companies, in addition to content from over 5,000 trusted sources. The result is over 30 million units of knowledge indexed under the 17 United Nations Sustainable Development Goals and 231 impact indicators. With access to this market intelligence, we can collectively build much-needed solutions at a new level of scale and impact…

While the platform will launch this July, we call on tech trailblazers to join the public interest movement now by registering at x4i.org to receive an invitation to demo the platform. This work builds on our current offers for all nonprofits and we recommend reviewing our COVID-19 Resource Guide for Nonprofits to learn about additional support.  At Microsoft, we are committed to learning how to better drive social innovation each day while evolving our social business model to help move nonprofit missions forward and drive social good.

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Solving the challenge of securing AI and machine learning systems | Microsoft on the Issues

Solving the challenge of securing AI and machine learning systems | Microsoft on the Issues

Today, in collaboration with Harvard University’s Berkman Klein Center, we at Microsoft are publishing a series of materials we believe will contribute to solving a major challenge to securing artificial intelligence and machine learning systems. In short, there is no common terminology today to discuss security threats to these systems and methods to mitigate them, and we hope these new materials will provide baseline language that will enable the research community to better collaborate.

Here is why this challenge is so important to address. Artificial intelligence (AI) is already having an enormous and positive impact on healthcare, the environment, and a host of other societal needs. As these systems become increasingly important to our lives, it’s critical that when they fail that we understand how and why, whether it’s inherent design of a system or the result of an adversary. There have been hundreds of research papers dedicated to this topic, but inconsistent vocabulary from paper to paper has limited the usefulness of important research to data scientists, security engineers, incident responders and policymakers.

The centerpiece of the materials we’re publishing today is called “Failure Modes in Machine Learning,” which lays out the terminology we developed jointly with the Berkman Klein Center. It includes vocabulary that can be used to describe intentional failure caused by an adversary attempting to alter results or steal an algorithm as well as vocabulary for unintentional failures like a system that produces results that might be unsafe

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World Childhood Foundation marks 20 years with focus on AI and child safety online | Microsoft on the Issues

World Childhood Foundation marks 20 years with focus on AI and child safety online | Microsoft on the Issues

World Childhood Foundation, launched in 1999 by Queen Silvia of Sweden, recently marked 20 years of child protection with a roundtable on leveraging artificial intelligence (AI) to assist in tackling child sexual exploitation and abuse online.

The day-long event, held last month at the Royal Palace in Stockholm, brought together 60 AI experts, representatives from technology companies, child safety advocates, academics and others to explore new ways to combat the proliferation of child sexual exploitation and abuse imagery (CSEAI) online.

“How can we use AI as a catalyst for child safety online,” asked King Carl XVI Gustaf, who, along with Queen Silvia and other members of Sweden’s royal family, presided over the day’s discussions. “New approaches are needed, so we are bringing together some of the sharpest minds in AI and child protection to share knowledge and experiences.”

The event consisted of a series of presentations, panels and small-group discussions about raising awareness among the broader global population about the “epidemic” that is child sexual exploitation and abuse, as well as the misuse of technology to share illegal imagery and enable on-demand abuse of children tens of thousands of miles away. Experts shared experiences, ideas and data, including that reports of child sexual abuse videos to the U.S. National Center for Missing and Exploited Children (NCMEC) had risen 541% in 2018 compared to the prior year. Moreover, children of all ages and backgrounds are susceptible to sexual exploitation with more than 56% of the children in Interpol’s database identified as prepubescent. “Nothing surprises us anymore,” said one law enforcement official

Learn more

To learn more about the World Childhood Foundation, visit the organization’s website. To learn what Microsoft is doing to tackle child sexual exploitation and abuse online, see this link, and to learn more about digital safety generally, go to www.microsoft.com/saferonline, like us on Facebook and follow us on Twitter.

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Microsoft + The Jackson Laboratory: Using AI to fight cancer

Microsoft + The Jackson Laboratory: Using AI to fight cancer
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Biomedical researchers are embracing artificial intelligence to accelerate the implementation of cancer treatments that target patients’ specific genomic profiles, a type of precision medicine that in some cases is more effective than traditional chemotherapy and has fewer side effects.

Curating CKB

Mockus and her colleagues are using Microsoft’s machine reading technology to curate CKB, which stores structured information about genomic mutations that drive cancer, drugs that target cancer genes and the response of patients to those drugs.

Self supervision

To be successful, Poon and his team need to train machine learning models in such a way that they catch all the potentially relevant information – ensure there are no gaps in content – and, at the same time, weed out irrelevant information sufficiently to make the curation process more efficient.

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Are self-driving cars the future of mobility for disabled people?

file-20170918-24089-1jhnwatCATS Ride Transit, are you listening. Since you are subject to paratransit rising costs like all other agencies of its type, here is an opportunity to become a leader, not a follower, in this necessary research and study. Will have far more impact on the community than chasing the waterfall that is Amazon HQ 2.

Are self-driving cars the future of mobility for disabled people?