University Research

Mohammad Anas Wahaj | 30 apr 2018

Artificial Intelligence is one of the fields that's getting most attention from technology companies. AI researchers specialize in neural networks, complex algorithms that learn tasks by analyzing vast amounts of data. They are used in everything from digital assistants in smartphones to self-driving cars. Those with AI skills are in high demand. But, the salary data related to AI hires hasn't been in public domain. Now OpenAI, a nonprofit AI research organization, had made the salaries of their AI researchers public as their nonprofit setup requires them to do so. Top OpenAI researchers were paid as follows - Ilya Sutskever (more than US$ 1.9 million in 2016); Ian Goodfellow (more than US$ 800000 after getting hired in March 2016); Prof. Pieter Abbeel of University of California at Berkeley (US$ 425000 after joining in June 2016). OpenAI was founded by Elon Musk (CEO of Tesla) and other well-known names in technology. Element AI, an independent lab in Canada, estimates that 22000 people worldwide have the skills needed to do serious AI research - about double from a year ago. Chris Nicholson, Founder & CEO of AI startup Skymind, says, 'There is a mountain of demand and a trickle of supply.' There is scarcity of AI talent. Governments and universities are also seeking AI researchers, even though they may not match the salaries paid by private enterprises. OpenAI too cannot compensate equivalent to private tech companies as stock options are major attraction there. But OpenAI shares its research with the world, considered a positive approach in responsibile tech development. Mr. Sutskever says, 'I turned down offers for multiple times the dollar amount I accepted at OpenAI. Others did the same.' He expects salaries at OpenAI to increase as the organization pursued its 'mission of ensuring powerful AI benefits all of humanity.' AI specialists with little or no industry experience can make between US$ 300000 and US$ 500000 a year in salary and stock. Wojciech Zaremba, a researcher who joined OpenAI after internships at Google and Facebook, says, 'The amount of money was borderline crazy.' He says that tech companies offered 2 or 3 times what he believed his real market value was. At a London AI lab now owned by Google, costs for 400 employees totaled US$ 138 million in 2016. Top researchers are paid higher. Mr. Nicholson says, 'When you hire a star, you are not just hiring a star. You are hiring everyone they attract. And you are paying for all the publicity they will attract.' Other top researchers at OpenAI included Greg Brockman and Andrej Karpathy. In a growing and competitive tech field like AI it becomes challenging for organizations to retain talent. Read on...

The New York Times: A.I. Researchers Are Making More Than $1 Million, Even at a Nonprofit
Author: Cade Metz

Mohammad Anas Wahaj | 30 apr 2018

Considering the large number of competing nonprofits in a big town with their limited budgets, it's always challenging for them to reach out and attract donors and manage fundraising effectively. There are more than 2300 nonprofits operating in Philadelphia (USA). According to a research report 'The Financial Health of Philadelphia Area Nonprofits', funded by The Philadelphia Foundation, more than 40% of the nonprofits in the area are working at a loss, operate on margins of zero or less and fewer can be considered financially strong. With more than half the nonprofits operating on slim-to-none budget with limited support staff, fundraising is a challnging task. But Drexel University professor, Neville Vakharia, created an online tool, ImpactView Philadelphia, that uses publicly available data on nonprofit organizations from the Internal Revenue Service (IRS) in combination with the most recent American Community Survey data released by the U.S. Census Bureau to present an easy-to-access snapshot of Philadelphia's nonprofit ecosystem. The tool intends to help nonprofits streamline their fundraising process. It makes information about nonprofit organizations, and the communities they're striving to help, more accessible to likeminded charities and the philanthropic organizations that seek to fund them. Prof. Neville says, 'Through the location intelligence visualizer, users can immediately find areas of need and potential collaborators. The data are automatically visualized and mapped on-screen, identifying, for example, pockets of high poverty with large populations of children as well as the nonprofit service providers in these areas. Making this data accessible for nonprofits will cut down on time spent seeking information and improve the ability to make data-informed decisions, while also helping with case making and grant applications.' Since the tool is open-source it can be easily replicated in other cities. Read on...

DrexelNOW: A Tool to Help Nonprofits Find Each Other, Pursue Funding and Collaborate
Author: Emily Storz

Mohammad Anas Wahaj | 27 dec 2017

According to the website tate.org.uk, 'Emotional architecture is a style of modernist architecture conceived in the 1950s that embraced space, colour and light, creating buildings that encouraged meditation and reflection. It was conceived by the Mexican architect Luis Barragán and the sculptor and painter Mathias Goéritz who were frustrated by the cold functionalism of modernism. In 1954 Barragán and Goéritz published 'The Emotional Architecture Manifesto' in which they argued that architecture needs to be spiritually uplifting.' Emotional architecture emphasises and respects human wants and needs. Researchers Ann Sussman (architect), Janice M. Ward (designer) and Justin B. Hollander (academic at Tufts University), are developing a scientific approach to this strategy, gleaning useful insights on how people look at structures and spaces. According to them the best way to understand what factors catch the eye is to literally study its movements through biometrics. Researchers used the same eye-tracking and facial-expression analysis software used by advertisers, software developers, and automotive designers to study our near-subconscious reactions to what we see. Ms. Sussman says, 'At the moment, biometrics are predominantly used to get people to purchase things. We'd like to use them to improve public welfare, health, and well-being. We want to promote better place-making in the world and ease of walkability.' Read on...

Architectural Digest: Is Biometric Scanning the Future of Architecture Planning?
Author: Tim Nelson

Mohammad Anas Wahaj | 30 sep 2017

Data can be gold for those who can mine and transform it into a valuable form. Mastercard is giving a new meaning to it and evolving a concept of 'data philanthropy.' Shamina Singh, president of the Mastercard Center for Inclusive Growth, explains the idea of data philanthropy and how data can be utilized for social good and social impact. She says, 'The initiative first came up through a partnership with DataKind in the United States. They were set up to galvanize data scientists from around the world and plug them into social impact work. And so a number of our Mastercard data scientists signed up to DataKind programs, and this gave us the opportunity to form a much more lasting and strategic partnership between the organizations. It opened a new conversation about data for good, what it could look like, and who was doing what in this space. It was also around this time that we had the United Nations opening up to data and data initiatives, and companies like Microsoft thinking about data for good.' Explaining some of the elements of data philanthropy Mastercard is focused on, she says, 'One is working with actual Mastercard data and trying to figure out if there are uses with anonymized and aggregated data that will not only respect the rules of the road around privacy, but can be used for research. We first opened our data for use by Harvard University, who approached us with a proposal to use the data to understand how economies grow, with a specific focus on tourism data and understanding how tourism dollars move in a country. Using Mastercard transaction data, we were able to provide new insights into this area...The other area of data philanthropy is around data analytics. What we have found is that many social impact organizations or NGOs do not need Mastercard data at all. Instead, they need to understand their own data, but often don't have the capacity or resources to help themselves. In those instances, we provide either a grant to hire a data scientist, fund an expert consultant, or provide our own data scientists to build their capacity and ability to learn. The inspiration for this element of data philanthropy came from our work with an organization called DoSomething...' Providing information on how Mastercard data scientists are internally looking for insights, she says, 'We started something called the charitable donations insight, and that is something that one of our colleagues is doing where she is using Mastercard data and drawing insights to help nonprofits understand charitable giving. We asked what a spending poll would look like for not-for-profits and social impact organizations, and insights is the first attempt at that...What she realized is that a lot of the not-for-profits have to raise their own funds, but there is not a lot of science behind potentially where and how they should be doing this. So she thought if she could unlock some of the data around the charitable contributions that we know of, she could offer insights to assist them. The other thing we did, which was very interesting, was we created a dataset that organizations could pull down if they want to, and mix it with your own data to self-regulate your own work.' Read on...

devex: Q&A - How Mastercard uses data for better philanthropy
Author: Lisa Cornish

Mohammad Anas Wahaj | 09 aug 2017

Research paper 'Secular Trends and Technological Progress' by Prof. Enrico C. Perotti and Robin Döttling (Ph.D. student) from University of Amsterdam (Netherlands) finds intangible capital or assets have played a key role in shaping growth, asset prices and inequality in recent decades. Researchers explain, 'The transition to a knowledge-based economy and the associated shift from physical to intangible capital is a primary cause for the rising excess savings over productive investment in advanced economies, presented in the 'secular stagnation' hypothesis. Falling interest rates and rising long-term asset values can be interpreted as a direct consequence of this gradual process. Critically, the approach also allows (us) to interpret the growing share of income gained by innovators, the progressive reallocation of credit from productive to asset financing uses (primarily for housing) and the rise in household leverage.' Secular stagnation, with its low inflation and low growth, can be understood by the growth of information economy and the expansion of intangible assets. In the information economy companies rely more on intangible assets and over the years they have boosted their investment in intangibles like intellectual property from about 30% of company capital in 1980 to nearly 70% today. According to the researchers, both intangible capital and skilled labor have outpaced the broad economy in productivity growth. James Saft explains the implications of the research findings - Secular stagnation may be here to stay, at least until the intangible economy starts coming up with projects that require huge capital investment; Monetary policy may be fighting a losing battle to spark investment and build inflation and lower-skilled wage growth; Taxation and redistribution may end up the only way to let the market work in producing innovation and also reach a democratically acceptable allocation of the proceeds. Read on...

Reuters: How the knowledge economy causes secular stagnation - James Saft
Author: James Saft

Mohammad Anas Wahaj | 08 aug 2017

According to Prof. Pritam Singh, Oxford Brookes University (UK), BRICS nations will lead the global economy and play vital role in spatial shift of the global capitalist economy. While speaking at expert session on 'Global Economic and Environment Crisis Faced by BRICS Economies' at Chandigarh University, Prof. Singh said, '...By 2050, if the Indian economy continues to maintain the current growth pace (GDP growth 7%), it will be the dominant global supplier of services while China would dominate the global manufacturing industry...' Read on...

The Tribune: BRICS nations to lead economy - Oxford professor
Author: NA

Mohammad Anas Wahaj | 26 jul 2017

Richard J. Weller, professor of landscape architecture at University of Pennsylvania, and team of academics have created an online project called 'Atlas for the End of the World', a collection of maps and graphics to help viewers see where and how urbanization is in conflict with biodiversity. According to Prof. Weller, 'We mapped that interface between urban growth and the world's most valuable diversity...That conflict is bloody, it's disastrous, it's happening all over the world.' The project is an answer to Ortelius's 'Theatrum Orbis Terrarum' (Theatre of the World), printed in 1570 and thought to be the first modern atlas. Prof. Weller hopes that by 'mapping the intricacies of ecological conflict...architects, designers, and others can help create more ecologically sustainable relations between people and the planet.' Read on...

Nonprofit Quarterly: Data Activists Map the World's Ecological Conflict
Author: Cyndi Suarez

Mohammad Anas Wahaj | 30 mar 2017

According to CMS.gov website, 'Accountable Care Organizations (ACOs) are groups of doctors, hospitals, and other health care providers, who come together voluntarily to give coordinated high quality care to their Medicare patients. The goal of coordinated care is to ensure that patients, especially the chronically ill, get the right care at the right time, while avoiding unnecessary duplication of services and preventing medical errors. When an ACO succeeds both in delivering high-quality care and spending health care dollars more wisely, it will share in the savings it achieves for the Medicare program.' ACOs promise to get patients more involved in their own treatments. These healthcare delivery systems are held accountable to meet cost and quality criteria. The study, 'A Multilevel Analysis of Patient Engagement and Patient-Reported Outcomes in Primary Care Practices of Accountable Care Organizations' (Authors - Stephen M. Shortell, Bing Ying Poon, Patricia P. Ramsay, Hector P. Rodriguez, Susan L. Ivey, and Thomas Huber of the UC Berkeley School of Public Health (USA); Jeremy Rich of HealthCare Partners Institute for Applied Research and Education, Los Angeles, CA; and Tom Summerfelt, Advocate Health, Chicago, IL), published in Journal of General Internal Medicine, found that adult patients who were treated in a primary care practice site that promoted a patient-centered culture reported fewer depression symptoms and displayed better physical functioning. According to Prof. Stephen M. Shortell, principal investigator of the study, 'These findings add to a growing literature on the importance of engaging patients in their care to achieve better outcomes that matter to patients like how they function physically and socially. In addition, it breaks new ground by identifying specific features of primary care practices that appear to be associated with achieving such outcomes through increased patient engagement.' He adds, '...more highly activated, engaged patients ask more questions to have their concerns addressed, and, as a result, are more satisfied with their care experience and more motived to achieve desired outcomes.' Prof. Hector P. Rodriguez, study co-investigator, says, 'Healthcare organizations will increasingly need to find ways to efficiently collect patient-reported data and strategies to use this information for monitoring treatment plans, engaging patients in their own care, and improving their health behaviors.' Read on...

UC Berkeley Research: How patients, ACOs, and researchers partner to achieve better health
Author: Jaron Zanerhaft

Mohammad Anas Wahaj | 28 mar 2017

In recent years, more than 50 countries have increased their restrictions on foreign aid to non-government organizations (NGOs). One of the concerning aspects of the trend is that it's happening not only in authoritarian regimes but also in democracies. The research paper, 'Globalization Without a Safety Net: The Challenge of Protecting Cross-Border Funding of NGOs', by Prof. Lloyd Hitoshi Mayer of University of Notre Dame Law School, identifies this problem faced by NGOs and explores options for countering the restrictions. Some of the new restrictions are - additional registration and reporting obligations, requirements to obtain government approval before seeking or accepting funding and mandates that funding be routed through government agencies or used only for specific activities. Prof. Mayer cites three factors that led to crackdown on cross-border funding - (1) A steady rise over the years in the amount of money flowing from Western donors to NGOs in other countries. (2) An increase in funding designated for human-rights protections and pro-democracy efforts. (3) An overall swelling of nationalist feelings in many countries. Prof. Mayer says, 'I think it's part of the larger trend we see globally of countries becoming more suspicious of foreign influences and the influences of outsiders, and more suspicious of attempts to empower and encourage minorities within countries. They are concerned about the importation of foreign values and views.' The challenges created by restrictions may require alternate strategies. According to Prof. Mayers, 'It creates a huge burden on both the funders and domestic NGOs that seek to challenge these restrictions, because the landscape is constantly changing, and they have to customize their response to every country where they're involved.' Read on...

Notre Dame News: Professor offers options to counter escalating crackdowns on NGOs
Author: Kevin Allen

Mohammad Anas Wahaj | 23 mar 2017

Norimasa Nishiyama of German Electron Synchrotron DESY, and international team of researchers from Germany and Japan (Ryo Ishikawa, Hiroaki Ohfuji, Hauke Marquardt, Alexander Kurnosov, Takashi Taniguchi, Byung-Nam Kim, Hidehiro Yoshida, Atsunobu Masuno, Jozef Bednarcik, Eleonora Kulik, Yuichi Ikuhara, Fumihiro Wakai, Tetsuo Irifune), have created a 2mm diameter disc of transparent silicon nitride, one of the hardest material known. The scientific report titled, 'Transparent Polycrystalline Cubic Silicon Nitride', was recently published in Nature. The transparent ceramic could be used for ultra-tough windows able to withstand extreme conditions. Windows that let users peer into engines and industrial reactors, or protect optical sensors from high pressures or heat are usually made of diamond, an expensive material that becomes unstable at 750°C. On the other hand, transparent silicon nitride ceramic can withstand temperatures upto 1400°C and is much cheaper. Read on...

Chemistry World: Super-hard transparent ceramic looks good
Author: Katrina Krämer

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