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" ... But perhaps you are wondering how to limit adverse economic losses to those that have a causal relationship to the coronavirus this year. For instance, how can we distinguish coronavirus-induced losses from those that would have occurred anyway for so many retailers and other businesses that were already struggling because of the rise of big-box vendors and e-commerce (like Lord & Taylor, Toys "R" Us, JCPenney, and Sears)? Does that even matter? The businesses that were already teetering on the brink of extinction arguably had their losses expanded and accelerated. ... "
" ... Too often, I see leaders being far too narrow in their AI approaches and not recognizing that AI is a fundamentally new set of skills that they must learn to be relevant relevant to their ever- changing operational roles. There is a new language to learn. Just like we had to learn the language of total quality and appreciate terms like: root causal analysis, understand the value of process re-engineering techniques, like 6Sigma, etc. and learn new terms like:can Ishikawa diagram or a Pareto chart, etc. With AI, leaders need to learn the diverse types of AI, and appreciate that problems require diverse type of AI methods to solve the problem type. For example, if I am solving a future forecast prediction, I may consider to use a predictive method, and apply a random forest AI technique vs simpler linear regression methods. ... "
" ... Was the situation as causal and straightforward as it appears? Threshing machines of the time were only able to operate on wheat, which despite similarities with other major cereals, was not common on English farms at the time due to the clay soil that often resulted in farmers growing cereals such as barley and rye instead. ... "
" ... While the science doesn’t exactly support a direct causal relationship between ocean warming and the increase in storm numbers, it’s fair to say that warmer oceans are at least favorable to tropical storms and more intense and wetter storms. ... "
" ... “APPENDIX V: IMPACT OF ENGAGEMENT ON COMPANY BEHAVIOUR” is a comprehensive review of the literature on the effectiveness of different forms of engagement in changing company behavior. It notes that “Compelling evidence of a causal relationship between disclosure and improved performance is lacking. For these reasons, it would be difficult to assume as successful any engagement that secured improved disclosure as its only outcome.” (p. 100). The review further notes that implementation rates are poor even for successful shareholder resolutions requesting disclosure only. Instead, what is most effective is voting against the re-election of board directors on an issue that investors feel a company is failing to adequately address. ... "