Friday, April 8, 2011
Not-for-Profit Profits
Monday, April 4, 2011
In Mid-Air
Sunday, April 3, 2011
When the Wind Blows
Friday, March 11, 2011
Culture Confusion -- Part 1
This has become the word of choice for answering questions to which we do not actually know the answer. Just say it's the culture and everyone will nod in agreement without having any idea in the world about what that means much less what to do about it. (Basically, it is usually defined as "How we do things around here.") Disagreeing with this seems like folly, first because no one much except for me seems to be bothered by this lack, but even more because there really doesn't seem to be a good alternative explanation with which to replace it. After all, we do need answers to those questions. (There is plenty of academic work on all of the above but its value to practitioners and managers is debatable.)
But Maybe Not. I would like to offer one. The word "culture" came into increasingly widespread use because of its importance in anthropology. In that field, it means, by one definition; "The learned patterns of behavior and thought that help a group adapt to its surroundings." It seemed to make sense to transfer exactly the same idea to business organizations, which Terry Deal and Allan Kennedy did in their 1982 book, "Corporate Cultures: The Rites and Rituals of Corporate Life." This was a very good book, which became hugely influential in the relatively new field.of organizational behavior.
It is now practically impossible to discuss organizations without referring to their culture, and indeed, using "their culture" to explain why people do what they do in an organization, thus substituting one vague concept for another. There is a much better and conceptually more sound alternative word, which was also current at that time but which has gone out of fashion. That word was "climate," and much effort was spent on research to lay out the components of organizational climate and their implications for organizational behavior.
The difference between these two terms may seem trivial or vague, but as they have become used, it is quite fundamental. Culture is an intrinsic property that emerges in and through the organization itself, whereas climate is an aspect or set of properties that exists apart from the organization. We can deliberately create the same climate in another organization, whereas its culture would develop organically and thus inevitably be distinctive. I also prefer the concept "climate" because its substantive measures are immediately sensible and can easily be put to use. To help people become more "engaged" with their work is much harder and less clear than reducing the number of levels of the hierarchy between them and the VP.
Thursday, March 3, 2011
CEO Pay -- Part 2
Seek ye truth?
Tuesday, March 1, 2011
"Watson -- I need you"
IBM rolled out the publicity bandwagon for its newest supercomputer, Watson's, triumphant appearance on a special edition of Jeopardy a few days ago. For those of you who've been either adrift at sea or doing a Rip van Winkle, Watson was "trained" to understand and respond to the colloquial and ambiguous and clues made famous by the TV quiz show, It (he?) soundly defeated Ken Jennings and Brad Rutter, the two highest scoring (human) players in the program's long history.
Technically, the event was everything IBM could have hoped for. Watson interpreted and made sense of normal human speech, even with quirky phrasing, inside jokes and backwards (answers first, then questions) and was therefore a technical landmark of the first order. Presumably, we can now expect to have Watson clones at cash registers, toll booths and phone answering services worldwide.
But Maybe Not. In Jeopardy, one contestant at a time picks a category from those offered, and is given the clue. Their edge is simply that; they can choose the category (and, of course, the amount they wish to bet.) However, any contestant can capture that point by pressing their button first and then providing the correct answer. If they're right, they can continue. If they're wrong, the next contestant can pick a category and try to answer, again by first pressing the button. Watson followed the same rules, with (minor) exceptions for machines..
There are two points that I have not been seen discussed, though they have significant implications for Watson's success. The first is that Watson "heard" the clues delivered in the form of a text file, sent at the same time as Ken and Brad (and the audience) listened to it read..This appears to mean that Watson had the information to "think" about well ahead of its competitors. This may not have been important by itself, but it supported the second and more obvious advantage. Watson was able not only to process the information faster; it also could "push" the button faster -- indeed. more or less instantly.
These possibilities are important because Watson's success involved long runs of answers with no discernible pauses. Part of Watson's edge was perhaps not only because of the quality of its "thinking" but also its speed. If Watson had been programmed to mimic human capacities, it might not have done as well.
Bottom line: Watson is a technical tour de force, no doubt. But it doesn't quite answer the original question, "Can it beat human experts at a game like Jeopardy?" It may still be that Brad and Ken had all the answers that Watson did, but that they were systematically disadvantaged by the mechanical advantages -- not the intelligence -- of any computer. IBM is chock-a-block full of very smart people, so I have to believe that they were perfectly aware of all this, and precisely because of it, playing Jeopardy was a can't lose proposition. Ken and Brad should not feel bad; under the circumstances, I say, three cheers for humanity!