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"Through the Code of Conduct, responsible companies, many of them British, will be able to distinguish themselves from their competitors, win contracts and raise standards around the world.
So how to conduct responsible training of machine learning models presents something of an existential challenge for AI and healthcare startup initiatives — and one which has already opened up operational pitfalls for some very well resourced tech giants.
As science becomes more and more value driven with focus (and funding) being placed on broad fields of study including global warming, ecological collapse in the face of overpopulation, and a necessity for the development of alternative energies, perspectives such as this provide a valuable tool to help illustrate the larger philosophical foundations essential to conduct responsible science.
Our framework particularly resonates with the last three obligations: to reduce health inequalities among populations; to conduct responsible activities that foster learning from clinical care and clinical information; and to contribute to the common purpose of improving the quality and value of clinical care and health care systems.
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"House Republicans appear to be obsessed with Hillary Clinton and are distracting Congress from conducting responsible oversight to protect our diplomatic personnel serving overseas," Mr. Cummings said.
Laboratory, Clinical and Population Research Methods (TA-5); Conducting Ethically Responsible Conduct (TA-8); Cross Disciplinary Training and Mentoring (TA-13); and Principles of Community Engagement (TA-14).
For example, there were four TAs that received a score of less than 50%: Laboratory, Clinical and Population Research Methods (TA-5); Conducting Ethically Responsible Conduct (TA-8); Cross Disciplinary Training and Mentoring (TA-13); and Principles of Community Engagement (TA-14).
But the disclosures were unusual for a company that emphasizes its longstanding credo of ethical conduct and responsible behavior.
The FAO has produced a useful "code of conduct for responsible fisheries", which includes details on coastal-zone management and aquaculture.
Such changes would encourage researchers to conduct socially responsible research (Tsui, 2013) and direct their attention to addressing grand societal challenges (George, Howard-Grenville, Joshi, & Tihanyi, 2016).
However, the limited quality of available evidence due to inadequate study conception, design and conduct is responsible for much of this uncertainty.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com