Larger interpretability could be in principle achieved by using simpler algorithms, although this may come at the expenses of accuracy. To this end, Watson and Floridi (2019) defined a formal framework for interpretable ML, where explanatory accuracy can be assessed against algorithmic simplicity and...
This is justified by the principle of beneficence, which requires researchers and sponsors to safeguard the health of participants when it is in their power to do so. It is also supported by the principle of reciprocity; participants assist researchers in generating valuable data and, in return,...
Distinguish between ethical and unethical business practices. Give examples of both. What ethical issues are involved when laying off employees? What are the pros and cons of your primary ethical principle, in terms of advancing up the corporate ladde...
In practice, this principle would require that H-IoT data to be used to inform the care of individual users and the advancement of medical knowledge and techniques. H-IoT should not contribute to the denial of services to the individuals generating the data in the first instance; the same ...
develop review processes to accommodate these different levels of risk, while taking care to respect the principle of proportionate review. Amendments clarify what is considered harm versus discomfort, burden, and inconvenience The National Statement 2023 now recognises that harm can ...
As a general writing principle, don’t write content based on a single source, AI or otherwise. The Potential for Bias in Generative AI The thing about AI tools is they’re only as good as their training data. That training data comes from humans—original works, data sets, and the deci...
This principle has its focus on an What do people value? It seems that in their safety work the ‘utilitarians’ often apply a somewhat narrow definition of utility and risk; e.g. focusing on the number of lives saved and then ignoring exposed groups and perceived risk, for example. But...
There may be some matters of life and death, or highest principle, which might justify such a risk, but there aren’t many things that fall in this category. Getting Away With It--Or Not Those who don’t get caught pay an even higher price. Cheating undermines confidence and ...
•• Focusing attention on the characters in the story (the patient) rather than on some overarching ethical principle such as utilitarianism or the categor- ical imperative. •• Examining analogies critically to make sure they really hold. Don't assume that the reasons one patient turns...
When my desk at the law firm presented the choice of abuse-based industrial chocolate or principle-based artisanal chocolate, I left the law firm and followed my heart into chocolate. Chocolate and cacao have introduced me to fascinating people, places, flavors, and ideas, as the value of cho...