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While my colleagues have been using Chat GPT to determine what it knows about important things, such as sunk costs and elasticity of demand, I was curious to learn what it knew about me. Here is a snippet:

“He is currently a Professor of Economics at the University of Pennsylvania, where he has been a faculty member since 2018. Prior to that, he was a Professor of Economics at the University of Chicago Booth School of Business, where he also served as the Dean from 2012 to 2019.”

I have, alas, never been a Professor of Economics at Booth, nor have I served as dean either at Booth or anywhere else. One might be tempted to dismiss this as another example of how GPT gets it wrong. However, if one realizes that GPT works by associating some block of text with another, it tells me, that given the keywords associated with my name, GPT predicts I should have been a Dean, at Booth, anyway. And not for one term, which is typically 5 years but 7 years. Did some great scandal bring my office to an end? Or, was I tempted away by an even higher office? We will never know. However, headhunters everywhere, take note, that powerful AI thinks I am dean material!

Empire State University today announced a new Division of Linear Algebra and Information. It is the university’s largest program change in decades and helps secure its status among the country’s top Linear Algebra research and training hubs.

“The division will enable students and researchers to tackle not just the scientific challenges opened up by pervasive linear algebra, but the societal, economic, and environmental impacts as well,” the university said.

Empire State is in an elite group with Carnegie Mellon University, MIT, Stanford, and the University of Washington in the caliber and scope of its linear algebra program, said A. N. Other, chief executive of the Plutocrat Institute of Artificial Intelligence, a computer-science professor at the University of Ruritania, and a tech entrepreneur. In creating the new division, Empire State is responding to two issues, Other said. The first is a large, chronic shortage of well-trained linear algebraists. The second is what value a university can add when technical courses are widely available through platforms like Coursera and Udacity. In emphasizing interdisciplinary training among scientists, engineers, social scientists, and humanists, Empire State firmly integrates linear algebra into its prestigious academic offerings, he said.

Empire’s move follows MIT’s announcement last month that it was investing $1 billion in a new college of linear algebra. But leaders at Empire State say their disclosure of the division today was driven by an imminent international search for a director, who will hold the title of associate provost, putting the program on an institutional par with the State’s colleges and schools. They explain that in creating a division rather than a new college, they are reflecting the way linear algebra has become woven into every discipline.

Full article at the Chronicle of Higher Ed.

There is a test for `smarts’ that Sir Peter Medawar was fond of. I often think of it when teaching equilibrium.

If you have ever seen an El Greco, you will notice that the figures and faces are excessively elongated. Here is an example.El_Greco_-_Portrait_of_a_Man_-_WGA10554The eye surgeon Patrick Trevor-Roper, brother to the historian Hugh offered an explanation. Readers of  certain vintage will recall the long running feud between Hugh Trevor-Roper and Evelyn Waugh. Waugh said that the best thing Hugh Trevor-Roper could do would be to change his name and leave Oxford for Cambridge. Hugh Trevor-Roper eventually  became Lord Dacre and left Oxford for Cambridge. But, I digress.

Returning to Patrick, he suggested that El Greco had a form of astigmatism, which distorted his vision and led to elongated images forming on his retina. Medawar’s question was simple: was Patrick Trevor-Roper correct?

Chu Kin Chan, an undergraduate student from the Chinese University of Hong Kong, has collected the placement statistics of the top 10 PhD programs in Economics from the last 4 years. You can find the report here. In it you will find the definition of top 10 as well as which placements `counted’. Given that not all PhD’s in economics who get academic positions do so in Economics departments, you can expect some judgement is required in deciding if a placements counts as a `top 10′ or `top 20′.

The results are similar to findings in other disciplines (the report refers to some of these). The top 10 departments place 5 times as many students in the top 20 departments as do those ranked 11 through 20. If you score a top 10 placement as +1, any other academic placement as a 0 and a non-academic placement as a -1, and then compute an average score per school, only one school gets a positive average score: MIT.

Chan also compares ranking of departments  by placement with a ranking  based on a measure of scholarly impact proposed by Glen Ellison. What is interesting is that departments that are very close to each other in the scholarly impact rating can differ quite a lot in terms of placement outcomes.

Read in tandem with the Card & Della Vigna study on falling acceptance rates in top journals and the recent Baghestanian & Popov piece on alma mater effects makes me glad not to be young again!

hardy's 11

G. H. Hardy leading his cricket team out onto the pitch.

There is a brief period in a professor’s life when they are the lion of the dinner table and toast of the town. Its when the children of their friends and contemporaries are about to enter college. To my colleagues near and far I say enjoy the attention while you can.

What advice did I offer when called upon to do so?

Don’t worry. Your child has already made the most important decision of their lives and done so correctly. They chose you as a parent.

`No, seriously, how can my child make it to a top school?’, was the invariable reply. Followed by a reminder of the ostensibly low acceptance rates at `top’ colleges. `Don’t worry,’ I would repeat, `arithmetic is on your side.’

Each year about 30,000 students apply to Harvard. About 10,000 of these will be summarily rejected on academic grounds. That leaves about 20,000. Not all of them will get into Harvard. However, most of them are applying to the same subset of schools. There are 7 Ivy League schools, plus MIT, Stanford & Caltech. Throw in the University of Chicago and Berkeley. Collectively, these institutions enroll about 20,000 students in their freshman classes. This is not counting Duke, Northwestern, Michigan and UCLA.

`But, but, isn’t all that hard work, focus and diligence wasted if they don’t get into Stanford, MIT or Harvard?’

No, those habits will serve them throughout their lives not just at admission. Admissions is a lottery among those who make the `grade’. If the `losing ticket’ is Cornell or Chicago, its a lottery with no downside! How often does life present you with with such an opportunity.

The Fields medals will be awarded this week in Seoul. What does the future hold for the winners? According to Borjas and Doran, declining productivity caused by a surfeit of dilettantism. The data point to a decline in productivity. By itself this is uninteresting. Perhaps all those on the cusp of 40, see a decline in productivity. What Borjas and Doran rely on is a degree of randomness in who gets a medal. First, there is the variation in tastes of the selection committee (Harish Chandra, for example, was eliminated on the grounds that one Bourbaki camp follower sufficed). Second, the arbitrary age cutoff (the case of the late Oded Schramm is an example of this). Finally, what is the underlying population? Borjas and Doran argue that by using a collection of lesser prizes and honors one can accurately identify the subset of mathematicians who can be considered potential medalists. These are the many who are called, of which only a few will be chosen. The winners are compared to the remaining members of this group. Here is the conclusion (from the abstract):

We compare the productivity of Fields medalists (winners of the top mathematics prize) to that of similarly brilliant contenders. The two groups have similar publication rates until the award year, after which the winners’ productivity declines. The medalists begin to `play the field,’ studying unfamiliar topics at the expense of writing papers.

The prize, Borjas and Doran suggest, like added wealth, allows the winners to consumer more leisure in the sense of riskier projects. However, the behavior of the near winners is a puzzle. After 40, the greatest prize is beyond their grasp. One’s reputation has already been established. Why don’t they `play the field’ as well?

One of the most engaging books of academic politics, is C. P. Snow’s `The Masters’. In it,  a scene describing the debate between factions (Science and Arts) over who should be elected to a college fellowship. The master is in the Arts camp. One of the Science camp urges his candidate upon the college with these words (from memory, as my copy is beyond my reach): “He has written the absolute last word on the subject.” To which the master, responds: “Why can’t you chaps ever have the first word on the subject?” As the narrator, Eliot notes, it was an impolitic response, but recognizes that the master could not resist because it felt good on the tongue.

From Swansea comes another example  of the inability to resist something that felt good on the tongue. A note from the head of Swansea University’s school of management to his colleagues (do they still have those at UK universities?):

 Some wags call for the removal of some or all of the school’s top management team. Yes, well don’t hold your breath. Or actually, do.

The other day, Andrew Postlewaite remarked that it is very hard to find a PhD economist whose academic ancestor thrice removed, was not a mathematician. Put differently, which PhD economists can trace their lineage back to Marshal, Keynes and perhaps even the Scottish master himself? An obvious problem is that it is unclear what it means for so&so to be one’s academic father. A strict definition might be thesis advisor. However, the PhD degree as we know it (some combination of study and research apprenticeship) is a relatively new thing. Arguably, the first modern PhD was granted by Yale in the early 1900s. Doctorate degrees were available in Germany prior to that. However, that degree was awarded upon submission of a body of work. There was no formal apprenticeship requirement. The UK did not introduce a doctorate degree until the early 1900s and that mimicked the German degree (and was introduced, apparently, to compete for US students who were flocking to Germany).

So, lets start at Yale with Irving Fisher. A celebrated economist, and justly so, at an institution that was the first to hand out PhD degrees. Fisher himself was a student of Josiah Willard Gibbs (mathematician and physicist, and, if you believe the mathematical genealogy project, descended from Poisson). What about Fisher’s descendants? Not a single of one of the laudatory pieces on Fisher here mention his students. Some digging uncovered James Harvey Rogers, who went on to become Sterling Professor of Economics at Yale and a panjandrum in the treasury. The university maintains an archive of his papers . Rogers also studied with Pareto. Rogers begat Walt Whitman Rostow. Rostow begat Everett Clyde Upshaw and that is where the line ends.

Lets try one more, Richard T. Ely, after whom the AEA has named one of its lecture series and credited as a founder of land economics. The Kirkus review of 1938 warmly endorses his biography, `The Ground Under our Feet.’ Ely begat John R. Commons, W. A. Scott and E. A. Ross. Commons begat Edwin Witte,  the father of social security. Wikipedia credits Commons with influencing Gunnar Myrdal, Oliver Williamson and Herbert Simon, but `influencing’ is not the same as thesis advisor. But, this line seems promising, however other duties intrude.

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