David Siegel (computer Scientist)
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David Mark Siegel (born 1961) is an American
computer scientist A computer scientist is a person who is trained in the academic study of computer science. Computer scientists typically work on the theoretical side of computation, as opposed to the hardware side on which computer engineers mainly focus (al ...
,
entrepreneur Entrepreneurship is the creation or extraction of economic value. With this definition, entrepreneurship is viewed as change, generally entailing risk beyond what is normally encountered in starting a business, which may include other values th ...
, and
philanthropist Philanthropy is a form of altruism that consists of "private initiatives, for the Public good (economics), public good, focusing on quality of life". Philanthropy contrasts with business initiatives, which are private initiatives for private goo ...
. He co-founded
Two Sigma Two Sigma Investments is a New York City-based hedge fund that uses a variety of technological methods, including artificial intelligence, machine learning, and distributed computing, for its trading strategies. The firm is run by John Overdec ...
, where he currently serves as co-chairman. Siegel has written for ''
Business Insider ''Insider'', previously named ''Business Insider'' (''BI''), is an American financial and business news website founded in 2007. Since 2015, a majority stake in ''Business Insider''s parent company Insider Inc. has been owned by the German publ ...
'', ''
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
'', ''
Financial Times The ''Financial Times'' (''FT'') is a British daily newspaper printed in broadsheet and published digitally that focuses on business and economic current affairs. Based in London, England, the paper is owned by a Japanese holding company, Nik ...
'' and similar publications on topics including
machine learning Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence. Machine ...
, the future of work, and the impact of algorithms used by
search Searching or search may refer to: Computing technology * Search algorithm, including keyword search ** :Search algorithms * Search and optimization for problem solving in artificial intelligence * Search engine technology, software for findi ...
and
social media Social media are interactive media technologies that facilitate the creation and sharing of information, ideas, interests, and other forms of expression through virtual communities and networks. While challenges to the definition of ''social medi ...
companies.


Early life and education

Siegel was born in 1961 and spent his early childhood in the
Bronx, New York The Bronx () is a Boroughs of New York City, borough of New York City, coextensive with Bronx County, in the U.S. state, state of New York (state), New York. It is south of Westchester County, New York, Westchester County; north and east of the ...
and focused on computer science at a young age. By 12 years old, he had built memory and logic boards and learned to program a supercomputer at New York University's Courant Institute of Mathematical Sciences. As a freshman in high school, he taught a programming course to high school students at an
NYU New York University (NYU) is a private university, private research university in New York City. Chartered in 1831 by the New York State Legislature, NYU was founded by a group of New Yorkers led by then-United States Secretary of the Treasu ...
summer program. After attending Mamaroneck High School, Siegel graduated from
Princeton University Princeton University is a private university, private research university in Princeton, New Jersey. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial Colleges, fourth-oldest ins ...
with a degree in
electrical engineering Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems which use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the l ...
and computer science and he went on to receive a PhD in computer science from the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of the ...
. There, he conducted research at the Artificial Intelligence Laboratory and developed thermal and tactile sensors for the Utah-MIT dexterous four-fingered hand, as well as a computational architecture for controlling the system.


Career

After leaving MIT, Siegel worked alongside Jeff Bezos at D.E. Shaw & Co and became the company's first Chief Information Officer. During this time he founded FarSight Financial Services, the first integrated personal financial services website. FarSight performed the first retail stock trade on the Internet and was acquired by
Merrill Lynch Merrill (officially Merrill Lynch, Pierce, Fenner & Smith Incorporated), previously branded Merrill Lynch, is an American investment management and wealth management division of Bank of America. Along with BofA Securities, the investment bank ...
. He later served as Chief Technology Officer and Managing Director at
Tudor Investment Corporation Tudor Investment Corporation is an American investment firm based in Stamford, Connecticut. The firm invests in both Public equities, public and Private equity, private markets globally. Background In 1980, Paul Tudor Jones founded the Tudor ...
. In 1999, Siegel founded Blink.com, a web-based browser bookmark storage, organization, and sharing service that automatically searched for new sites related to users' existing bookmarks. Blink was later sold to the Vendare Group.


Two Sigma

In 2001, Siegel co-founded
Two Sigma Two Sigma Investments is a New York City-based hedge fund that uses a variety of technological methods, including artificial intelligence, machine learning, and distributed computing, for its trading strategies. The firm is run by John Overdec ...
, a New York City-based company that applies data science and technology to financial services. Siegel has stated that he believes
investment managers Investment management is the professional asset management of various securities, including shareholdings, bonds, and other assets, such as real estate, to meet specified investment goals for the benefit of investors. Investors may be institut ...
that take a scientific approach to investing – by using machines, data, and
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machines, as opposed to intelligence displayed by animals and humans. Example tasks in which this is done include speech re ...
– have a distinct advantage. Two Sigma now manages $60B assets globally, and has offices in
New York New York most commonly refers to: * New York City, the most populous city in the United States, located in the state of New York * New York (state), a state in the northeastern United States New York may also refer to: Film and television * '' ...
,
Houston Houston (; ) is the most populous city in Texas, the most populous city in the Southern United States, the fourth-most populous city in the United States, and the sixth-most populous city in North America, with a population of 2,304,580 in ...
,
London London is the capital and largest city of England and the United Kingdom, with a population of just under 9 million. It stands on the River Thames in south-east England at the head of a estuary down to the North Sea, and has been a majo ...
,
Hong Kong Hong Kong ( (US) or (UK); , ), officially the Hong Kong Special Administrative Region of the People's Republic of China ( abbr. Hong Kong SAR or HKSAR), is a city and special administrative region of China on the eastern Pearl River Delt ...
and
Shanghai Shanghai (; , , Standard Mandarin pronunciation: ) is one of the four direct-administered municipalities of the People's Republic of China (PRC). The city is located on the southern estuary of the Yangtze River, with the Huangpu River flow ...
. It employs approximately 1,600 people — two thirds in research and development roles, with science and math backgrounds, including about 250 people with Ph.D.s. Siegel has spoken about encouraging employees to branch out from their daily work at Two Sigma, taking on outside engineering challenges and coding competitions. In May 2019, a Two Sigma team competed in the inaugural New York City
FIRST robotics For Inspiration and Recognition of Science and Technology (''FIRST'') is an international youth organization that operates the ''FIRST'' Robotics Competition, ''FIRST'' LEGO League Challenge, ''FIRST'' LEGO League Explore, ''FIRST'' LEGO Leagu ...
corporate challenge after setting up a temporary robotics lab in its New York office. Siegel supports employees contributing to the company's Data Clinic, which uses the
pro bono ( en, 'for the public good'), usually shortened to , is a Latin phrase for professional work undertaken voluntarily and without payment. In the United States, the term typically refers to provision of legal services by legal professionals for pe ...
model to connect Two Sigma data scientists on a project basis with the social sector. In a partnership with the
Environmental Defense Fund Environmental Defense Fund or EDF (formerly known as Environmental Defense) is a United States-based nonprofit environmental advocacy group. The group is known for its work on issues including global warming, ecosystem restoration, oceans, and hu ...
, the Data Clinic data scientists used public data on inspections of oil and gas wells to develop predictive models that could be used to send inspectors to higher risk sites.


Published Views

Siegel writes and speaks frequently about the relationship between technology and society. He has called
machine learning Machine learning (ML) is a field of inquiry devoted to understanding and building methods that 'learn', that is, methods that leverage data to improve performance on some set of tasks. It is seen as a part of artificial intelligence. Machine ...
the "story of our times," and despite its limitations, such as a lack of common sense, has described it as "the best way anyone has come up with to algorithmically find knowledge in
unstructured data Unstructured data (or unstructured information) is information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, num ...
". Siegel has focused on the importance of separating misconceptions from reality when it comes to artificial intelligence and algorithms. He has cautioned that A.I. and automation could lead to significant losses of certain middle-skill jobs, but could create new types of jobs for appropriately skilled workers. He has argued that algorithms such as those used by
search Searching or search may refer to: Computing technology * Search algorithm, including keyword search ** :Search algorithms * Search and optimization for problem solving in artificial intelligence * Search engine technology, software for findi ...
and
social media Social media are interactive media technologies that facilitate the creation and sharing of information, ideas, interests, and other forms of expression through virtual communities and networks. While challenges to the definition of ''social medi ...
companies could harm society by "contributing to increasingly slanted and divided views about the issues of the day." He has advocated for these companies to form a self-regulatory organization modeled after the
Financial Industry Regulatory Authority The Financial Industry Regulatory Authority (FINRA) is a private American corporation that acts as a self-regulatory organization (SRO) that regulates member brokerage firms and exchange markets. FINRA is the successor to the National Associati ...
(FINRA). Siegel has suggested that if society is going to trust machines with life or death situations, it must "insist on new, tougher standards for their software." Siegel has also spoken about his concern that we “may not be building a world that is meant for humans” and has been focused on how the
Covid-19 pandemic The COVID-19 pandemic, also known as the coronavirus pandemic, is an ongoing global pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The novel virus was first identif ...
has accelerated society's dependence on technology and automation, negatively impacting the human experience. He has also argued that America needs a consistent and thought-out plan for investing in and maintaining infrastructure rather than periodically and haphazardly investing in it.


Philanthropy


Siegel Family Endowment

In 2011, he founded the Siegel Family Endowment, which supports organizations that help prepare society for the impact of technology. The endowment funds organizations including the Center on Rural Innovation - which brings digital job training, computer science education and entrepreneurship centers to rural areas — and Data and Society – a research institute that examines the social issues that can arise from pervasive technology. In 2017, Siegel Family Endowment made a total of 50 grants to organizations including the
New York Hall of Science The New York Hall of Science, also known as NYSCI, is a science museum located in Flushing Meadows-Corona Park in the New York City borough of Queens, in the section of the park that is in Corona. It occupies one of the few remaining structures fr ...
, Mozilla Science Lab, and Jobs for the Future. More recently, Siegel Family Endowment has made commitments to CSforALL, and the Constellations Center for Equity in Computing and the
Aspen Institute The Aspen Institute is an international nonprofit organization founded in 1949 as the Aspen Institute for Humanistic Studies. The institute's stated aim is the realization of "a free, just, and equitable society" through seminars, policy programs ...
. Siegel Family Endowment makes mission-driven grants in three interest area portfolios: * Learning: Supports research and programs that investigate how learning and teaching need to change in order to equip the greatest number of people with adaptable, future-relevant competencies and skills. * Workforce: Supports organizations that use technological innovations to help more people pursue meaningful work in a rapidly changing economy. * Infrastructure: Supports organizations that explore the implications of rapid digital innovation for the institutions that underpin civil society.


Scratch Foundation

In 2014, Siegel co-founded the Scratch Foundation to ensure that Scratch, a free online coding community that helps children learn to think creatively, reason systematically, and work collaboratively, remains free and accessible to kids all over the world. As of October 2018, the organization's official website showed more than 40 million projects shared. He is Vice Chairman of the Scratch Foundation.


Board membership

He is a member of the
MIT Corporation The Massachusetts Institute of Technology (MIT) is a private land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern technology and science, and is one of the m ...
, where he sits on the Executive Committee, and serves on MIT's Visiting Committee for the Media Lab, Electrical Engineering and Computer Science, and Center for Brains, Minds, and Machines, as well as with the advisory group for the Task Force on the Work of the Future. He is Founding Chair of the advisory board for MIT Quest, an initiative that seeks to discover the foundations of human intelligence. He is Chairman of the Board of Overseers at
Cornell Tech Cornell Tech is a technology, business, law, and design campus of Cornell University located on Roosevelt Island in Manhattan, New York City. It includes the Jacobs Technion-Cornell Institute, a joint academic venture between Cornell and the Tec ...
. He also serves on the Advisory Board for
Stanford Stanford University, officially Leland Stanford Junior University, is a private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. Stanford is considere ...
's Center on Philanthropy and Civil Society, a research center for students, scholars and practitioners to share ideas that create social change, and the Advisory Council for
Princeton Princeton University is a private research university in Princeton, New Jersey. Founded in 1746 in Elizabeth as the College of New Jersey, Princeton is the fourth-oldest institution of higher education in the United States and one of the nine ...
's Center on Information Technology Policy, which brings together expertise in technology, engineering, public policy and the social sciences. He co-founded the New York City FIRST Robotics organization to elevate STEM education and robotics programs and is a member of the national
FIRST Robotics For Inspiration and Recognition of Science and Technology (''FIRST'') is an international youth organization that operates the ''FIRST'' Robotics Competition, ''FIRST'' LEGO League Challenge, ''FIRST'' LEGO League Explore, ''FIRST'' LEGO Leagu ...
board. Siegel serves on the global advisory board of
Khan Academy Khan Academy is an American non-profit educational organization created in 2008 by Sal Khan. Its goal is creating a set of online tools that help educate students. The organization produces short lessons in the form of videos. Its website also in ...
, whose mission is to provide a free world-class education for anyone, anywhere. He sits on the Board of Trustees of the
Robin Hood Foundation The Robin Hood Foundation is a charitable organization which attempts to alleviate problems caused by poverty in New York City. The organization also administers a relief fund for disasters in the New York City area. In 2010, a key supporter gave ...
's Learning + Tech Fund, founded to use technology to transform learning for low-income students in New York City. He serves on the Board of Trustees for
Carnegie Hall Carnegie Hall ( ) is a concert venue in Midtown Manhattan in New York City. It is at 881 Seventh Avenue (Manhattan), Seventh Avenue, occupying the east side of Seventh Avenue between West 56th Street (Manhattan), 56th and 57th Street (Manhatta ...
. As a board member of the for-profit Hamilton Insurance Group, he serves as Chairman of the Compensation and Personnel Committee.


Awards and honors

In 2016, Siegel received the
FIRST First or 1st is the ordinal form of the number one (#1). First or 1st may also refer to: *World record, specifically the first instance of a particular achievement Arts and media Music * 1$T, American rapper, singer-songwriter, DJ, and rec ...
organization's John C. Whitehead Leadership Award in honor of his service and support for the science and technology education charity's
New York New York most commonly refers to: * New York City, the most populous city in the United States, located in the state of New York * New York (state), a state in the northeastern United States New York may also refer to: Film and television * '' ...
chapter. In 2017, Siegel received the Golden Plate Award by the
Academy of Achievement The American Academy of Achievement, colloquially known as the Academy of Achievement, is a non-profit educational organization that recognizes some of the highest achieving individuals in diverse fields and gives them the opportunity to meet o ...
for his pioneering work in technology and
investment management Investment management is the professional asset management of various securities, including shareholdings, bonds, and other assets, such as real estate, to meet specified investment goals for the benefit of investors. Investors may be institut ...
. The same year, Siegel was named to "The Bloomberg 50: The People Who Defined Global Business in 2017." Siegel received
Institutional Investor An institutional investor is an entity which pools money to purchase securities, real property, and other investment assets or originate loans. Institutional investors include commercial banks, central banks, credit unions, government-linked co ...
's Lifetime Achievement Award in 2019.


Further reading

* Siegel, David. "Human error is unforgivable when we shun infallible algorithms," Financial Times. June 4, 2015 *Siegel, David. "Infinite personalization is making us dumber," Business Insider. February 22, 2017 * Siegel, David. "How efficiency is wiping out the middle class." The New York Times. January 25, 2017 *Siegel, David. "Quants' Best Strategy Is from the 17th Century" The Wall Street Journal. May 26, 2017 * Siegel, David. "Don't binge on bridge-building." The Wall Street Journal. June 18, 2018 *Siegel, David. "Algorithms are an easy scapegoat for volatile markets," Financial Times. January 21, 2019 *Reich, Rob and Siegel, David. "It's not too late for social media to regulate itself." Wired. February 7, 2019 *Siegel, David. "Shared Prosperity Will Require Basic Research—and a Lot of It," Milken Institute ''Power of Ideas'', April 23, 2019 *Siegel, David. "There's no excuse for sloppy automation," Financial Times. July 4, 2019


External links


World Economic Forum Panel. Davos 2019 – Setting Rules for the AI Race. YouTube.

2019 Milken Institute Global Conference. YouTube.


References

{{DEFAULTSORT:Siegel, David Living people 1961 births American hedge fund managers American billionaires American company founders