Determine the likelihood that these sets would be so similar, Data Colada ran one million simulations in an attempt to replicate the similarity. “Under the most generous assumptions imaginable, it didn’t happen once,” the article stat. “These data are not just excessively similar. They are impossibly similar.” –Big Think
The research study was a big deal
It l to high-profile careers for those involv, even as the work itself was not valid. Even more ironically, the research in question was about honesty!
The book explores not only Bazerman’s own complicity india whatsapp number data in this matter but also the bigger idea of complicity. It’s a great reminder that for every Bernie Madoff, there is also a team of people willing to look the other way, gloss over inconsistencies, or even actively cover things up. the ways that data can cover things up, the ways we might manipulate it to gloss over inconsistencies, or perhaps even the ways we can just make it up to suit our goals.
Synthetic Data
Clearly making up research data is wrong – or is it? Once again, AI tends to complicate what seem to be a clear-cut matter. Since machine learning is data intensive and since it can be complicat to get access to certain kinds of data, some researchers are choosing to make their own data. Synthetic data is construct to principles of content creation for the site resemble the underlying representation of real-world data. It’s become popular, particularly for healthcare and life sciences research. Some say it’s the answer to ethical issues such as privacy. In my experience, those are usually people who have some vest interest in a company marketing synthetic data.
Synthetic data raises many new ethical questions. Who gets to justify why using synthetic data is appropriate in a particular context? Who determines how it will be creat and what atb directory might the implications be if it does not accurately represent real-world data? What harms or risks might ensue? There are many more questions – this paper Getting Real About Synthetic Data Ethics is a wonderful resource that goes into much more depth.
