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" ... Alex Measure: One of the big challenges is data confidentiality. Machine learning requires data, government agencies have lots of data that is useful for many very important tasks, but they also have many restrictions on how that data can be shared and this restricts the way agencies can use machine learning. When we first started exploring deep neural networks, for example, it meant we couldn’t use cloud resources because they were prohibited by existing policy. That was a problem because BLS did not have the hardware we needed to train the sorts of neural networks we were interested in. Ultimately we resolved the issue by purchasing and installing the necessary hardware in-house, but it’s the sort of thing that can easily delay or halts these sorts of initiatives. ... "
" ... Every day, leaders face the issue of how much to reveal to their followers. And there are times when leaders must hold back details because exposing them creates more significant problems. We see this in corporations when there is secrecy around developing new products and services and pending mergers and acquisitions. Issues about promotions and layoffs also merit confidentiality until they are announced publicly. Secrecy for the good of the organization is acceptable. Hiding the truth for self-aggrandizement is unacceptable. ... "
" ... I am a senior partner at McKinsey & Co. and a leader in our global Operations practice dedicated to client success. I lead companies through global transformations using next-generation levers, helping them drive growth, productivity, customer experience, and employee engagement. I also write about the impact of global trends on companies and industries and explore how companies successfully increase diversity across the talent pipeline. I have three young daughters and a husband who works in finance. Follow me at @KweilinE. For more McKinsey insights, please visit www.mckinsey.com. McKinsey & Company’s policy of client confidentiality prevents us from disclosing whether we have or have not worked with companies mentioned. ... "
" ... “I maintain confidentiality on everyone I treat, including celebrities,” Hepburn confirms. “It is crucial to have integrity and for everyone to feel safe in my room.” ... "
" ... • Failing to keep agreements, maintain confidentiality or respect boundaries. ... "