Matches in SemOpenAlex for { <https://semopenalex.org/work/W3049001804> ?p ?o ?g. }
- W3049001804 abstract "Innovations in data science and AI/ML have a central role to play in supporting global efforts to combat COVID-19. The versatility of AI/ML technologies enables scientists and technologists to address an impressively broad range of biomedical, epidemiological, and socioeconomic challenges. This wide-reaching scientific capacity, however, also raises a diverse array of ethical challenges. The need for researchers to act quickly and globally in tackling SARS-CoV-2 demands unprecedented practices of open research and responsible data sharing at a time when innovation ecosystems are hobbled by proprietary protectionism, inequality, and a lack of public trust. Moreover, societally impactful interventions like digital contact tracing are raising fears of surveillance creep and are challenging widely held commitments to privacy, autonomy, and civil liberties. Prepandemic concerns that data-driven innovations may function to reinforce entrenched dynamics of societal inequity have likewise intensified given the disparate impact of the virus on vulnerable social groups and the life-and-death consequences of biased and discriminatory public health outcomes. To address these concerns, I offer five steps that need to be taken to encourage responsible research and innovation. These provide a practice-based path to responsible AI/ML design and discovery centered on open, accountable, equitable, and democratically governed processes and products. When taken from the start, these steps will not only enhance the capacity of innovators to tackle COVID-19 responsibly, they will, more broadly, help to better equip the data science and AI/ML community to cope with future pandemics and to support a more humane, rational, and just society." @default.
- W3049001804 created "2020-08-21" @default.
- W3049001804 creator A5080951436 @default.
- W3049001804 date "2020-08-15" @default.
- W3049001804 modified "2023-09-27" @default.
- W3049001804 title "Tackling COVID-19 through Responsible AI Innovation: Five Steps in the Right Direction" @default.
- W3049001804 cites W1488111828 @default.
- W3049001804 cites W1489934178 @default.
- W3049001804 cites W1492210765 @default.
- W3049001804 cites W1494081638 @default.
- W3049001804 cites W1500458205 @default.
- W3049001804 cites W1516338434 @default.
- W3049001804 cites W1519090950 @default.
- W3049001804 cites W1522019205 @default.
- W3049001804 cites W1559815625 @default.
- W3049001804 cites W1560718776 @default.
- W3049001804 cites W1566672885 @default.
- W3049001804 cites W1568423925 @default.
- W3049001804 cites W1576134280 @default.
- W3049001804 cites W1581514961 @default.
- W3049001804 cites W1587077708 @default.
- W3049001804 cites W1587602269 @default.
- W3049001804 cites W1601549511 @default.
- W3049001804 cites W1603645624 @default.
- W3049001804 cites W1605878143 @default.
- W3049001804 cites W1640628807 @default.
- W3049001804 cites W1684579789 @default.
- W3049001804 cites W1697596806 @default.
- W3049001804 cites W1767470961 @default.
- W3049001804 cites W1775857594 @default.
- W3049001804 cites W1790865445 @default.
- W3049001804 cites W179368776 @default.
- W3049001804 cites W1795144871 @default.
- W3049001804 cites W1964655247 @default.
- W3049001804 cites W1965889239 @default.
- W3049001804 cites W1973568831 @default.
- W3049001804 cites W1974686676 @default.
- W3049001804 cites W1984762043 @default.
- W3049001804 cites W1994682257 @default.
- W3049001804 cites W1996796871 @default.
- W3049001804 cites W1998392635 @default.
- W3049001804 cites W1999717790 @default.
- W3049001804 cites W2003014790 @default.
- W3049001804 cites W2003087683 @default.
- W3049001804 cites W2004845716 @default.
- W3049001804 cites W2006114992 @default.
- W3049001804 cites W2014831132 @default.
- W3049001804 cites W2018082996 @default.
- W3049001804 cites W2018881137 @default.
- W3049001804 cites W2022620096 @default.
- W3049001804 cites W2026905436 @default.
- W3049001804 cites W2028770837 @default.
- W3049001804 cites W2040763876 @default.
- W3049001804 cites W2041145756 @default.
- W3049001804 cites W2042159402 @default.
- W3049001804 cites W2057536936 @default.
- W3049001804 cites W2059923402 @default.
- W3049001804 cites W2062475609 @default.
- W3049001804 cites W2065717434 @default.
- W3049001804 cites W2066566665 @default.
- W3049001804 cites W2077072541 @default.
- W3049001804 cites W2080929810 @default.
- W3049001804 cites W2083680779 @default.
- W3049001804 cites W2084164487 @default.
- W3049001804 cites W2084892699 @default.
- W3049001804 cites W2090299671 @default.
- W3049001804 cites W2091636366 @default.
- W3049001804 cites W2093484810 @default.
- W3049001804 cites W2095987352 @default.
- W3049001804 cites W2100862548 @default.
- W3049001804 cites W2109927618 @default.
- W3049001804 cites W2111125016 @default.
- W3049001804 cites W2114312861 @default.
- W3049001804 cites W2116984840 @default.
- W3049001804 cites W2118025696 @default.
- W3049001804 cites W2118146675 @default.
- W3049001804 cites W2119858020 @default.
- W3049001804 cites W2126755661 @default.
- W3049001804 cites W2133103557 @default.
- W3049001804 cites W2137767404 @default.
- W3049001804 cites W2140685775 @default.
- W3049001804 cites W2141173017 @default.
- W3049001804 cites W2148828011 @default.
- W3049001804 cites W2149033360 @default.
- W3049001804 cites W2151056789 @default.
- W3049001804 cites W2151580670 @default.
- W3049001804 cites W2152909313 @default.
- W3049001804 cites W2160455305 @default.
- W3049001804 cites W2165772446 @default.
- W3049001804 cites W2166454173 @default.
- W3049001804 cites W2170057885 @default.
- W3049001804 cites W2171860505 @default.
- W3049001804 cites W2216770981 @default.
- W3049001804 cites W2222043208 @default.
- W3049001804 cites W2262894855 @default.
- W3049001804 cites W2277024380 @default.
- W3049001804 cites W2287484099 @default.
- W3049001804 cites W2294598291 @default.
- W3049001804 cites W2295344864 @default.
- W3049001804 cites W2296463440 @default.