From XKCD
Comments, observations and thoughts from two bloggers on applied statistics, higher education and epidemiology. Joseph is an associate professor. Mark is a professional statistician and former math teacher.
Monday, April 1, 2019
Friday, March 29, 2019
Still not even close to the most embarrassing news story to come out of Brexit
Yet another 70s nostalgia act is trying a comeback, mixing in a few topical references to try to sound current.
Of course, the fans still come for the greatest hits.
Of course, the fans still come for the greatest hits.
Thursday, March 28, 2019
Apple gives us another excuse to repost something on the content bubble
From CNET:
For example, living in LA, I frequently run into people in the entertainment industry. One of the topics that has come up a lot over the past few years is the possibility of a bubble in scripted television. Given all that we've written on related topics here at the blog, I was sure I had addressed the content bubble at some point, but I can't find any mention of the term in the archives.
One of the great pleasures of having a long running blog is the ability, from time to time, to point at a news story and say "you heard it here first." Unfortunately, in order to do that, you actually have to post the stuff you meant to. John Landgraf, the head of FX network and one of the sharpest executives in television has a very good interview on the subject of content bubbles and rather than "I told you so," all I get to say is "I wish I'd written that."
But, better late than never, here are the reasons I suspect we have a content bubble:
1. The audience for scripted entertainment is, at best, stable. It grows with the population and with overseas viewers but it shrinks as other forms of entertainment grab market share. Add to this fierce competition for ad revenue and inescapable constraints on time, and you have an extremely hard bound on potential growth.
2. Content accumulates. While movies and series tend to lose value over time, they never entirely go away. Some shows sustain considerable repeat viewers. Some manage to attract new audiences. This is true across platforms. Netflix built an entire ad campaign around the fact that they have acquired rights to stream Friends. Given this constant accumulation, at some point, old content has got to start at least marginally cannibalizing the market for new content.
3. Everybody's got to have a show of their very own. (And I do mean everybody.) I suspect that this has more to do executive dick-measuring than with cost/benefit analysis but the official rationale is that viewers who want to see your show will have to watch your channel, subscribe to your service or buy your gaming system. While than can work under certain conditions, proponents usually fail to consider the lottery-ticket like odds of having a show popular enough to make it work. And yet...
4. Everybody's buying more lottery tickets. The sheer volume of scripted television being pumped out across every platform is stunning.
5. Money is no object. We are seeing unprecedented amounts of money paid for original and even second run content.
For me, spending unprecedented amounts of money to make unprecedented volume of product for a market that is largely flat is almost by definition unsustainable. Ken Levine takes a different view and I tend to give a great deal of weight to his opinions, but, as I said before, Langraf is one of the best executives out there and I think he's on to something.
Between Oprah Winfrey, Steven Spielberg, J.J. Abrams and Sofia Coppola, Apple showed off a star-studded lineup for its newly unveiled Apple TV Plus service. Consistent with the Apple way of building up its products and services, the superlatives poured forth from CEO Tim Cook.
"It's unlike anything that's been done before," he said at an event on Monday at the company's Cupertino, California, headquarters' Steve Jobs Theater.
Given the talent signed on to Apple, you might be under the impression that this is a groundbreaking, must-have service.
After all, who are we to question Oprah?
But Apple's legendary track record with products may not automatically equate to success elsewhere. For one, Hollywood is a tough business and one that Apple has little experience in. Spending an estimated $2 billion on A-list talent garners a whole lot of buzz, but it's no guarantee of success. Its first forays into original programming -- Carpool Karaoke and Planet of the Apps -- flopped.
Monday, August 31, 2015
Arguments for a content bubble
First off a quick lesson in the importance of good blogger housekeeping. It is important to keep track of what you have and have not posted . A number of times, I've caught myself starting to write something virtually identical to one of my previous posts, often with almost the same title. At the other into the spectrum, there are posts that I could've sworn I had written but of which there seems to be no trace.For example, living in LA, I frequently run into people in the entertainment industry. One of the topics that has come up a lot over the past few years is the possibility of a bubble in scripted television. Given all that we've written on related topics here at the blog, I was sure I had addressed the content bubble at some point, but I can't find any mention of the term in the archives.
One of the great pleasures of having a long running blog is the ability, from time to time, to point at a news story and say "you heard it here first." Unfortunately, in order to do that, you actually have to post the stuff you meant to. John Landgraf, the head of FX network and one of the sharpest executives in television has a very good interview on the subject of content bubbles and rather than "I told you so," all I get to say is "I wish I'd written that."
But, better late than never, here are the reasons I suspect we have a content bubble:
1. The audience for scripted entertainment is, at best, stable. It grows with the population and with overseas viewers but it shrinks as other forms of entertainment grab market share. Add to this fierce competition for ad revenue and inescapable constraints on time, and you have an extremely hard bound on potential growth.
2. Content accumulates. While movies and series tend to lose value over time, they never entirely go away. Some shows sustain considerable repeat viewers. Some manage to attract new audiences. This is true across platforms. Netflix built an entire ad campaign around the fact that they have acquired rights to stream Friends. Given this constant accumulation, at some point, old content has got to start at least marginally cannibalizing the market for new content.
3. Everybody's got to have a show of their very own. (And I do mean everybody.) I suspect that this has more to do executive dick-measuring than with cost/benefit analysis but the official rationale is that viewers who want to see your show will have to watch your channel, subscribe to your service or buy your gaming system. While than can work under certain conditions, proponents usually fail to consider the lottery-ticket like odds of having a show popular enough to make it work. And yet...
4. Everybody's buying more lottery tickets. The sheer volume of scripted television being pumped out across every platform is stunning.
5. Money is no object. We are seeing unprecedented amounts of money paid for original and even second run content.
For me, spending unprecedented amounts of money to make unprecedented volume of product for a market that is largely flat is almost by definition unsustainable. Ken Levine takes a different view and I tend to give a great deal of weight to his opinions, but, as I said before, Langraf is one of the best executives out there and I think he's on to something.
Wednesday, March 27, 2019
Also, I'm switching to Amazon Basics
This Gizmodo article on Pyrex and the pros and cons of borosilicate soda-lime glass has all of things we've come to expect from the Gawker remnants, sharp writing, solid science and genuinely helpful advice. It also fits nicely with our thread about the radical and ubiquitous technological and scientific changes of the late 19th and early 20th centuries.Nowhere was this more true than with material science, where Bessemer steel was one of the primary drivers of innovation and aluminum went from being the world's most expensive metal to the stuff of housewares. Borosilicate glass fit right in.
Pyrex made headlines recently, because its parent company made a big move. Corelle Brands, parent company of Pyrex among others, is planning to merge with Instant Brands, maker of the very popular Instant Pot. Terms of deal were not disclosed, and it’s unclear how the merger will affect any of the companies’ products. However, the news does bring to mind that decades-old controversy involving beloved glass pans, violent explosions, and some gnarly injuries. Pyrex is also the subject of a class action lawsuit in Illinois. In court filings, Pyrex’s parent company, Corelle Brands, insists that incidents of breakage result from customers improperly using their products. More on that case in a minute.
To understand the Pyrex controversy, you have to look at the reports of explosions within the context of the history of glass. Not the whole history of glass, of course, but rather a series of innovations that started with Otto Schott, a German scientist who invented a new type of glass in the late 1800s. This so-called borosilicate glass was not only heat resistant but also stood up to sudden temperature changes. Corning Glass Works developed its own recipe for borosilicate glass in 1908, and Corning employee Jesse Littleton discovered a new use for the material after his wife Bessie used a sawed-off borosilicate glass battery jar for baking. Seven years later, Pyrex cookware hit the American market. The company referred to its products as “fire-glass” in early ads.
These dates are important because Corning’s patent on the borosilicate glass used to make Pyrex pans expired in 1936. At that time, the company developed a new formula for aluminosilicate glass, which it used to create a line of frying pans called Pyrex Flameware. (This line was discontinued in 1979.) The real roots of the current controversy were planted in the 1950s, when Pyrex began making cookware out of tempered soda-lime glass. Corning licensed the Pyrex brand to a company called World Kitchen—now known as Corelle Brands—in 1998, and by nearly all accounts, all Pyrex cookware sold in the United States after that year has been made of tempered soda-lime glass. This is where the controversy really heats up.
The vast majority of glass products are made of soda-lime glass: window panes, jars, bottles, all kinds of glass. Soda-lime glass is cheaper to make than borosilicate glass, which is undoubtedly why Pyrex started experimenting with it. However, borosilicate glass is not only harder, stronger, and more durable than soda-lime glass; it’s also more resilient to thermal shock. Thermal shock is what happens when a temperature change causes different parts of a material to expand at different rates, and the resultant stress can cause the material to crack. If the temperature change happens rapidly materials like glass can shatter or seem to explode. Resistance to thermal shock is part of why Pyrex became so popular for cookware; you could move a hot glass pan into a cool spot without worrying about it cracking or shattering. It’s also part of why laboratories prefer to use borosilicate glass rather than conventional soda-lime glass. Pyrex cookware currently sold in the United States goes through a thermal tempering process. In theory, this should strengthen the glass.
In practice, the difference between the performance of borosilicate glass and soda-lime glass is significant. When asked about the science behind the glass, Dr. John C. Mauro, a professor of engineering and materials science at Penn State, said in an email that the coefficient of thermal expansion (CTE) is the main parameter used to measure thermal shock resistance. A higher CTE number means the material is less resilient to thermal shock. For example, Corning Visions cookware, a descendent of Pyrex Flameware, is designed for stovetop use and has a CTE close to zero, Mauro explained. Borosilicate glass has a CTE of 3 or 4 parts per million per 1 Kelvin change (ppm/K). But soda-lime glass has a CTE of 9 to 9.5 ppm/K.
Tuesday, March 26, 2019
"State to begin study of hyperloop technology, potential Pittsburgh-to-Philadelphia route "
More anecdotal evidence that the hyperloop hype is growing both more dangerous and detached from reality.
This also illustrates a couple of essential points in the narrative. We have gone beyond the level of mere distraction; real money is now being diverted from already underfunded projects.
Second, as with Mars One, point is that the proposal is based on long existing tech is seen as an argument for rather than against feasibility. You very seldom see obvious applications sitting unutilized for decades and suddenly becoming viable for no reason. Major advances are almost always due to a breakthrough in enabling technology (think internal combustion or transistors) or a big shift in the underlying economics. Neither appears to be the case here.
From the Post Gazette:
This also illustrates a couple of essential points in the narrative. We have gone beyond the level of mere distraction; real money is now being diverted from already underfunded projects.
Second, as with Mars One, point is that the proposal is based on long existing tech is seen as an argument for rather than against feasibility. You very seldom see obvious applications sitting unutilized for decades and suddenly becoming viable for no reason. Major advances are almost always due to a breakthrough in enabling technology (think internal combustion or transistors) or a big shift in the underlying economics. Neither appears to be the case here.
From the Post Gazette:
The Pennsylvania Turnpike Commission this week approved a four-year contract worth up to $2 million for consultant AECOM to review the potential for a hyperloop system that would extend across the state. The turnpike and the state Department of Transportation, which is part of the advisory group working with the consultant, were ordered to do such a study in a resolution approved last fall by the state House.For a bit of context:
Hyperloop is a system that developers say can transport passengers and freight at more than 500 mph in pods that move through low-pressure tubes similar to pneumatic tubes at banks. [No, it’s not. These systems have almost nothing in common. Please stop saying that. – MP] The Mid-Ohio Regional Planning Commission is working with one developer, Virgin Hyperloop One, to study and establish a system linking Pittsburgh, Columbus and Chicago, but other companies also are developing the technology.
It is important for the state to stay abreast of new transportation modes, Robert Taylor, the turnpike’s chief technology officer, said Friday.
“This is a technology that can change us as a state, change us as a region,” Mr. Taylor said.
Barry Altman, a communication specialist in the turnpike’s information technology division, said the study will determine whether the use of hyperloop technology will help or hurt the turnpike’s operation.
“Our interest in it is to take a look at it to see how we can use it to grow our business and what threat it presents to our business,” he said. “We don’t see it as a technology that will supersede our business. We’re looking at it interfacing with what we do.”
…
State Rep. Aaron Kaufer, R-Luzerne County, proposed the resolution for the study to be completed by April 2020. He couldn’t be reached for comment Friday. The resolution said the state has an opportunity to benefit from hyperloop technology “by leveraging corporate and institutional talent and resources to participate in the research and development of the technology, and the supply chain needed to produce and construct hyperloop corridors.”
There are no commercial hyperloop systems in operation now, but Virgin Hyperloop has a test facility in the Mojave Desert outside Las Vegas. The company expects the first system to open sometime in the next decade, likely in India or Dubai, where there is more vacant land and funding.
Mr. Altman said he’s convinced the technology is viable while Mr. Taylor said he’s a “cynic” but is more concerned about issues such as regulatory policies and financing than whether the technology will work.
“I think it’s solid technology,” Mr. Altman said. “They are taking existing technology from a number of areas and assembling it in a system that’s going to be very workable.”
In this region, AECOM already is working with the Mid-Ohio planners on a feasibility study of the proposed Pittsburgh-Columbus-Chicago corridor, where travel time would be about 48 minutes from one end to the other. Another consultant is doing a preliminary environmental impact study, and both should be finished this summer.
HARRISBURG, Pa. (AP) — Pennsylvania’s elected fiscal watchdog is urging state lawmakers to rescue a Pennsylvania Turnpike Commission that is deep in debt from payments it must make to the state, despite annual toll increases going back 11 straight years.
Auditor General Eugene DePasquale said Thursday that the annual toll increases are driving toll-paying truckers and motorists away, but the extra toll revenue is not reducing the commission’s rising debt.
Monday, March 25, 2019
“It’s a car in a very small tunnel”
Via Aaron Gordon of Jalopnik.
Late last year we commented on the strangely positive reaction of Chicago delegation to the underwhelming debut of the Boring Company's first project. It is with considerable relief (and more than a touch of amusement) that not all of the transit officials who came by helped themselves to the Flavor-aid.
This Virginia Mercury report by Ned Oliver is a study in brutal understatement. [emphasis added]
Late last year we commented on the strangely positive reaction of Chicago delegation to the underwhelming debut of the Boring Company's first project. It is with considerable relief (and more than a touch of amusement) that not all of the transit officials who came by helped themselves to the Flavor-aid.
This Virginia Mercury report by Ned Oliver is a study in brutal understatement. [emphasis added]
“It’s a car in a very small tunnel,” Michael McLaughlin, Virginia’s chief of rail transportation, told members of the Commonwealth Transportation Board’s public transit subcommittee on Wednesday.
“If one day we decide it’s feasible, we’ll obviously come back to you.”
The board has been discussing high-dollar investments in the state’s rail infrastructure, including a $1.3 billion bridge between Virginia and Washington. But board members say those conversations have been clouded by questions about whether such upgrades might be rendered obsolete before they’re even completed if Musk’s much-hyped tunneling and hyperloop technology advances beyond its current experimental stage. [And remember, these are the non-gullible ones. -- MP]
…
At this stage, all Musk has to show for his work is a Tesla Model 3 running on guard rails through a bumpy, 1.14-mile long demonstration tunnel under an industrial park in Hawthorne, California. (Musk said employees ran out of time to smooth the road bed, and the Los Angeles Times reports it was “so uneven in places that it felt like riding on a dirt road.”)
Tunneling isn’t a new technology. The innovation Musk hopes to bring to it is a drastic reduction in costs. And on that front, he claims he’s been successful, saying the project cost about $10 million. That’s significantly less than the $170 million to $920 million per mile cost of recent subway projects around the country, according to CityLab, which notes Musk’s figure doesn’t include research, development, equipment and, possibly, labor.
The officials from Virginia who met with company leaders and took a drive through the tunnel in January say nothing they saw would lead them to change their approach to transit in the near term.
“I think there’s a lot of show going on here,” said Scott Kasprowicz, a Commonwealth Transportation Board member who made the trip with McLaughlin and public transit chief Jennifer Mitchell.
“I don’t mean to suggest that they don’t have a serious plan in mind, but I don’t consider the steps they’ve taken to date to be substantive. They’ve purchased a used boring machine. They’ve put a bore in the neighborhood where they developed the SpaceX product, and they’ve taken a Model 3 and put guidewheels on it and they’re running it through the tunnel at 60 miles per hour.
Friday, March 22, 2019
An excuse to repost one of the few times probability, classic TV and horse racing collide
Annual reminder. Bragging about how well your “bracket” is doing when in fact you filled out multiple *brackets* makes you history’s greatest monster.— John Gasaway (@JohnGasaway) March 21, 2019
It is with profoundly mixed emotions (though surprise is not among) that I have to admit that Matt Novak got here first in his indispensable Paleo-Future.
Thursday, March 21, 2019
Some stories I'm keeping an eye on
How SHOULD campaign coverage be distributed among candidates for an open nomination 300 days or so from the first voting? @sulliview asks herself that in her latest column. Her answer: "That depends on what the coverage aim is."— Jay Rosen (@jayrosen_nyu) March 20, 2019
Read why it depends: https://t.co/0UneiFEZya
Lukewarm take: the conventional wisdom is right that Biden, Bernie, Harris, Beto are the 4 candidates most likely to win the Democratic nomination in some order. https://t.co/VogcZrTbsf— Nate Silver (@NateSilver538) March 19, 2019
So much for the alleged evidence that institutional investors were getting interested in crypto. There was almost no trading in those Bitcoin futures. Crypto is a dying "asset" class.— Nouriel Roubini (@Nouriel) March 17, 2019
Cboe Discontinues Bitcoin Futures for Nowhttps://t.co/NwFp5Rf8QD
A recent @accenture advertisement appeared on my timeline as a promoted tweet and got me thinking about the evolution of bullshit.— Calling Bullshit (@callin_bull) March 13, 2019
The text is a perfect example of what we call *old-school bullshit*. It's a vapid jumble of jargon, neologism, and manager-speak. 1/n pic.twitter.com/0qUUUON0Dt
Wednesday, March 20, 2019
SpaceX is betting on technological stagnation
This isn't exactly a new thought, but I don't think I've ever consciously framed it in just these words before. As we've observed before, SpaceX is making real and important advances, but it is incremental progress built on technology that is, at its core, over a half century old.
Not only was SpaceX never really the disruptor it was billed as; its position depends on no real disruptor entering the industry. Now it may be facing two, and if both should come through, it is not entirely clear how much of a niche would be left between them.
It is difficult to know for certain how much progress those Russian engineers are making on nuclear rockets, work on a workable spaceplane seems to be moving along at a nice pace.
Not only was SpaceX never really the disruptor it was billed as; its position depends on no real disruptor entering the industry. Now it may be facing two, and if both should come through, it is not entirely clear how much of a niche would be left between them.
It is difficult to know for certain how much progress those Russian engineers are making on nuclear rockets, work on a workable spaceplane seems to be moving along at a nice pace.
Not only would Sabre power units enable rapid, point-to-point transport inside the atmosphere, but they would also allow reusable vehicles to make the jump straight to orbit without the need for multiple propellant stages - as is the case now with conventional rockets.
Sabre would work like an air-breathing jet engine from standstill to about Mach 5.5 (5.5 times the speed of sound) and then transition to a rocket mode at high altitude, going at 25 times the speed of sound to get into space, if this is the chosen destination.
...
The essential innovations include a compact pre-cooler heat-exchanger that can take an incoming airstream in the region of 1,000C and cool it to -150C in less than 1/100th of a second.
REL proved the pre-cooler's efficiency at taking an ambient air stream to low temperature in 2012. Now it must do the same in a very high-temperature regime. This is the purpose of the Colorado tests.
"To have a very high-temperature, high-volume flow of air to test the pre-cooler - we needed a new facility. That is now complete," explains Shaun Driscoll, REL's programmes director
"We will be running tests in the next month or two. We will be using re-heated aero engines to drive air through the system. We will drive air into the pre-cooler at up to 1,000C."
...
REL is a private venture with the backing of aerospace giants BAE Systems, Rolls-Royce and Boeing. It has also received significant R&D support from the UK government. Esa's propulsion specialists act as technical auditors, assessing each step in the development of the Sabre concept.
Tuesday, March 19, 2019
"Significant negative indicator" is a beautiful piece of understatement
Threads like this by Jawad Mian are one of the best reasons to stick with Twitter.
Lots more good stuff. Give it a read.
5) VCs raising ever-larger funds at an increasing pace, despite a lack of viable opportunities. Sequoia raised $8bn, largest ever by US venture firm. “It’s easier to raise money than anytime I’ve been in the business," said David Rubenstein. Does not bode well for future returns.
6) Gulf money is notoriously late to the party, purchasing Carlye Group in 2007 at the peak of the credit bubble, and anchor investors in Glencore IPO in 2011 at the peak of the commodity bubble. Now they are "all in" on Uber and opened offices in Silicon Valley to do more.
7) Discipline is loosening considerably. @bfeld noted, "A number of companies, often times with nothing more than a team and a Powerpoint presentation, have had great success raising capital north of that $10 million level... I view this as a significant negative indicator."
...
10) After the new SEC chairman, Jay Clayton, “pledged” to look after ordinary investors upon taking the job, he said he wants to make it easier for small mom-and-pop investors to invest in private companies.
...
14) Uber's new CEO said, "We suffer from having too much opportunity right now as a company." Uber addresses this ailment by burning money some $20 billion since it’s founding a decade ago and now accessing public markets as private capital is tapped out.
15) A century ago, railroad entrepreneurs found a ready market to fund their massive expansion plans based on an extreme overestimation of the market opportunity. This ended badly, of course, and holds more parallels to today’s ride-sharing companies than we might like.
16) On seeing the announcement of a new issue of stock by the Northern Pacific and Great Northern roads, Jesse Livermore said, “The time to sell is right now... If money already was that scarce and the railroads needed it desperately. What was the answer? Sell ’em! Of course!"
Lots more good stuff. Give it a read.
Monday, March 18, 2019
Possibly the biggest mistake the left ever made was demonizing nuclear over coal.
I've said this before and I'm always surprised how little pushback I get.
Hans Blix writing for Time:
Hans Blix writing for Time:
Can we responsibly continue to rely on nuclear power after the big accidents at Three Mile Island, Chernobyl, and Fukushima? Those were three grave accidents, yes, but accidents in any industry, whether nuclear, aviation or others, lead also to new, safer designs and dedication to safety culture. Plane crashes have not stopped us from flying, because most people know it is an effective means of traveling. They know that risks are rarely zero but also that safety is very high. We must arrive at a similar acceptance of nuclear power.
There was a time, in the early atomic age, when nuclear-generated electricity was expected to be “too cheap to meter” — that it would be more effective, in other words, to provide it for free than to charge. In the end, it did not exactly turn out that way. Nuclear power has never been cheap and today it struggles to be competitive on purely economic grounds with electricity generated by burning natural gas — especially from fracking in the United States. However, the story is very different if we see emissions of greenhouse gases as a cost in themselves. According to a 2011 study, taken on average over the lifetime of an energy plant, the burning of coal results in 979 tons of carbon-dioxide (per gigawatt hour) entering the atmosphere. Gas gives off 550 tons. The figure for nuclear power is just 32 tons.
Some people claim we can manage the world’s great and increasing hunger for energy by using wind and solar power. The call for “renewable energy sources” excludes fossil fuels, but it also excludes nuclear power, which is based on non-renewable uranium resources. It has been a smart but facile message, and we should be grateful that the world’s two most populous countries — China and India — are fast expanding their use of nuclear power as well as of renewables. Solar and wind power are great in many places and have gone down in cost. However, getting rid of technically sound carbon dioxide-free nuclear power plants, to replace them with carbon dioxide-free wind and solar plants, does not make environmental sense. And to reject nuclear power because uranium is not renewable is silly. With modern technology the global resources of uranium and thorium could fuel thousands of years of expanded use of nuclear power. Is it not enough that they are sustainable?
Friday, March 15, 2019
Fascinating little Oscar-winning glimpse into postwar (1949) attitudes toward public health care directed by the great Chuck Jones.
Thursday, March 14, 2019
The appeal of elite schools -- old thoughts on a new controversy
From September 29, 2010
In terms of certification, any well-accredited school would do. In terms of undergraduate instruction, the best deal for the money (and perhaps the best deal period) is the small four-year school. (I'm leaving this as an assertion but I'm fairly confident I can argue the point if anyone wants to debate.)
In the next two categories, however, the Ivy League cannot be surpassed, in part because of the legacy system.
Without loss of generality, look at Harvard. The student population of the school consists entirely of two overlapping groups: people who can get into Harvard; people whose parents can get them into Harvard.
The first group is hard-working, ambitious and academically gifted. Assuming the number of need-based legacies is trivial, the second group comes from families that are wealthy (they're paying for a Harvard education) and well-connected (at least one parent went to Harvard).
Putting aside luck, you can put the drivers of success into three general categories: attitude, drive and work habits; talent, intelligence and creativity; reputation and connections. It is possible to succeed with just one of these (hell, I can think of people who made it with none), but there is a strong synergistic effect. A moderate talent who works hard and has connections will generally go farther than a spectacular talent who's lazy and isolated.
Connections are governed by the laws of graph theory. I'm not going to delve too deeply into the subject (since that would require research and possibly actual work on my part), but as anyone who has read even the cover blurbs on Linked or Small Worlds can tell you, adding a few highly connected nodes (let's call them senator's sons) can greatly increase the connectivity of a system.
It would be interesting to model the trade off between picking a well connected legacy over a smarter, harder-working applicant given the objective of producing the greatest aggregate success. Because of the network properties mentioned above, it wouldn't be surprising if the optimal number of legacies turned out to be the 10% to 15% we generally see.
Optimized or not, this mixture is almost guaranteed to churn out fantastically successful graduates regardless of what the schools do after the students are admitted. I'm certain the quality of instruction on the Ivy League schools is very good, but, like most education success stories, the secret here is mostly selection and peer effects.
Update: For a different interpretation (this time with actual data), check out this post at Gene Expression.
Updated update: Why doesn't spell check work in the title field?
The heroin's still doing the heavy lifting -- why Ivy League legacies work
From Christopher Shea's Boston Globe column:Richard D. Kahlenberg, editor of the forthcoming book "Affirmative Action for the Rich: Legacy Preferences in College Admissions," points out that universities in other countries don't give so-called legacy preferences to sons and daughters of their alumni. (Even Oxbridge colleges don't, despite the class-bound history of British education.) So, he asks, why on earth do we do it in America?Broadly speaking, students go to college in search of four things: certification; instruction; reputation; and connections.
In terms of certification, any well-accredited school would do. In terms of undergraduate instruction, the best deal for the money (and perhaps the best deal period) is the small four-year school. (I'm leaving this as an assertion but I'm fairly confident I can argue the point if anyone wants to debate.)
In the next two categories, however, the Ivy League cannot be surpassed, in part because of the legacy system.
Without loss of generality, look at Harvard. The student population of the school consists entirely of two overlapping groups: people who can get into Harvard; people whose parents can get them into Harvard.
The first group is hard-working, ambitious and academically gifted. Assuming the number of need-based legacies is trivial, the second group comes from families that are wealthy (they're paying for a Harvard education) and well-connected (at least one parent went to Harvard).
Putting aside luck, you can put the drivers of success into three general categories: attitude, drive and work habits; talent, intelligence and creativity; reputation and connections. It is possible to succeed with just one of these (hell, I can think of people who made it with none), but there is a strong synergistic effect. A moderate talent who works hard and has connections will generally go farther than a spectacular talent who's lazy and isolated.
Connections are governed by the laws of graph theory. I'm not going to delve too deeply into the subject (since that would require research and possibly actual work on my part), but as anyone who has read even the cover blurbs on Linked or Small Worlds can tell you, adding a few highly connected nodes (let's call them senator's sons) can greatly increase the connectivity of a system.
It would be interesting to model the trade off between picking a well connected legacy over a smarter, harder-working applicant given the objective of producing the greatest aggregate success. Because of the network properties mentioned above, it wouldn't be surprising if the optimal number of legacies turned out to be the 10% to 15% we generally see.
Optimized or not, this mixture is almost guaranteed to churn out fantastically successful graduates regardless of what the schools do after the students are admitted. I'm certain the quality of instruction on the Ivy League schools is very good, but, like most education success stories, the secret here is mostly selection and peer effects.
Update: For a different interpretation (this time with actual data), check out this post at Gene Expression.
Updated update: Why doesn't spell check work in the title field?
Wednesday, March 13, 2019
Guess which side I'm on...
Like an amateur, I messed up @Sulliview's Twitter handle in the original. Sorry, Margaret. She says Fox "chips away at the core democratic values." @jackshafer : "Any politician who can’t hold his own against a journalist from the other team should be disqualified from running."— Jay Rosen (@jayrosen_nyu) March 9, 2019
Here's a hint:
Wednesday, April 3, 2013
More on journalistic tribalism
Having brought up the charge in a previous post, I should probably take a minute to spell out exactly what I'm talking about. I'm using a very broad reading of the term 'tribalism' (perhaps so broad I should say something like 'tribalism and other social psych phenomena'). The traits I'm thinking of include:1. Us/them mentality;
2. Excessive reliance on in-group social norms;
3. Deferring to and preserving hierarchies;
and as a consequence
4, A tendency to use different standards to judge interactions based on the relative positions of the parties.
There is inevitably going to be a degree of subjectivity when deciding who goes where in the hierarchy, but I think it's fairly safe to say that Maureen Dowd and (till his death) Michael Kelly were in the innermost circle with writers like David Brooks and most prominent, established Washington and, to a lesser degree, New York journalists fairly close.
In this tribal model, it makes perfect sense that Politico would view Chris Hughes' (outsider) request for a small change in the copy of Timothy Noah (insider) as a major affront. It also explains Politico's attacks on Nate Silver (outsider) when his work started making established pundits (insiders) look bad.
The press corps's treatment of Al Gore in 2000 is another case in point. Following the lead of Dowd and Kelly and reinforced by a general dislike of the candidate, the group quickly established social norms that justified violating the most basic standards of accuracy and fairness.
The poster child for this kind of journalistic tribalism is Jack Shafer, or at least he was a few years ago when I was first experimenting with blogging. One of my main topics was the press's inability to face up to its problems and Shafer was the gift that kept on giving (I haven't read him much since). That blog is gone now but I still have my notes so here are some highlights.
Shafer was openly disdainful of readers and generally dismissive of their interests which is an extraordinary starting point for a journalism critic. Consider this passage from the aptly named "Why I Don't Trust Readers"
I'm all for higher standards, but I draw the line when journalists start getting more complaints about less serious professional lapses. Serious: Plagiarism, willful distortion, pattern of significant errors, bribe-taking. Not serious: campaign donations in the low three-figures for reporters distant from that beat; appearance of conflict of interest; a point of view; friendships with the rich and powerful.First, notice the first item on the list. Plagiarism is certainly a serious offense, but the other serious offenses are the sort of things that can destroy people's lives, conceal crimes and enable corruption. Even more interesting is what didn't make the list: unintentional distortion due to laziness or bias; patterns of minor errors; isolated cases of serious errors due to negligence; selective reporting (as long as it doesn't rise to the level of distortion); failure to dig into important aspects of a story; cozy relationships with subjects as long as it doesn't involve the quid pro quo of a bribe.
What's important here was the victimology. In plagiarism, the primary victim is a fellow journalist. In all of these other cases, the primary victim is either the subject or the reader. Shafer was a tribalist and his main objective was almost always the defense of his tribe and its hierarchy.
There's a remarkable inverse correlation between the rank of Shafer's subjects and the harshness with which he treats them. This is particularly apparent when different subjects of the same article have different positions. Shafer provided an excellent example when he wrote a post complaining about liberals writing books that actually called conservatives liars in the titles.
The books were Al Franken, Lies and the Lying Liars Who Tell Them, Joe Conason's Big Lies and David Corn's The Lies of George W. Bush. Of these three, Conason was something of a pariah (Shafer dismissed him as a Clinton apologist) and Franken was clearly a journalistic outsider. Corn, on the other hand, was very much an insider in the Washington press corp (Shafer even described him as a friend in the post).
Under these circumstances, it's not surprising that Shafer finds a way to shield Corn from much of the blast.
This criticism applies more to Franken and Conason than it does Corn—you can't expect a book about Bush's lies to also be about Clinton's lies. And Corn acknowledges in his intro that Bush isn't the first White House liar and that Clinton lied, too.Of course, you could easily make a similar but more persuasive argument in Franken's behalf. Lies was largely focused on the relationship between the GOP and conservative media and since the book was published in 2003 when there was no Air America and MSNBC was just starting to experiment with liberal programming, there was no way to provide similar examples on the left. Just to be clear, I'm not making that argument; I'm only saying that it's just as viable as the one makes for Corn.
For an even more dramatic bit of paired data, consider two obituaries Shafer wrote, separated by only a few months. The first was for Walter Annenberg, best known as a philanthropist and founder of TV Guide. The second was for Michael Kelly, journalist and former editor of the New Republic. Once again there's a clear hierarchical distance between the subjects: Annenberg, though decades earlier a power in publishing and to his death a major force in philanthropy, was not a journalistic insider; Kelly, on the other hand was about as inside as you can get.
As you've probably guessed by now, Shafer's approach to these two obituaries differs sharply. Though they don't fully capture the difference, the epitaphs give a good indication of the respective tones:
Michael Kelly: "Husband. Father. Journalist"
Walter Annenberg: "Billionaire Son of Mobster, Enemy of Journalism, and Nixon Toady Exits for Hell—Forced To Leave Picassos and van Goghs at Metropolitan Museum."
The contrast is sharpest when Shafer addresses journalistic scandals and cozy relationships with controversial right wing politicians, areas where there are definite parallels between the two men. Shafer actually explains away the New Republic/Glass scandal as an instance of Kelly being too loyal for his own good.
Shafer often judges figures on the periphery of the journalistic establishment based on a much higher standard than "Plagiarism, willful distortion, pattern of significant errors, bribe-taking." For someone like Larry King, a few disputable errors and minor discrepancies (such as changing the date of an incident from 1972 to 1971 when retelling an anecdote) merit an entire column. (It's worth noting that this column ran in the middle of 2009, a period when the coverage of politics, the economy and the European crisis were raising all sorts of journalistic questions, questions that didn't get a lot of space in Shafer's column. This raises the issue of trivialism in media criticism -- see On the Media for a myriad of examples -- but that's a topic for another thread.)
If marginal figures committing minor offenses are treated harshly by Shafer, what happens when someone at the top of the hierarchy does something that Shafer normally considers a serious offense like plagiarism? We got an answer to that one when Maureen Dowd was caught lifting a passage from Josh Marshall.
Here's her explanation in Bloggasm:
“i was talking to a friend of mine Friday about what I was writing who suggested I make this point, expressing it in a cogent — and I assumed spontaneous — way and I wanted to weave the idea into my column. but, clearly, my friend must have read josh marshall without mentioning that to me. we’re fixing it on the web, to give josh credit, and will include a note, as well as a formal correction tomorrow.”And here Shafer explains why it's not so bad:
1. She responded promptly to the charge of plagiarism when confronted by the Huffington Post and Politico. (Many plagiarists go into hiding or deny getting material from other sources.)And here was my response at the time:
2. She and her paper quickly amended her column and published a correction (although the correction is a little soft for my taste).
3. Her explanation of how the plagiarism happened seems plausible—if a tad incomplete.
4. She's not yet used the explanation as an excuse, nor has she said it's "time to move on."
5. She's not yet protested that her lifting wasn't plagiarism.
6. She's taking her lumps and not whining about it.
1. 'Responded.' Not to be confused with 'confessed,' 'owned up,' 'took responsibility,' or any phrase that uses a form of the word 'plagiarism.'(I apologize for the tone. I was in a snarky phase, but I'm trying to play nicer these days.)
2. "[A] little soft"?
3. Yeah, near verbatim quotes make it through convoluted processes all the time.
4. "[M]y friend must have read josh marshall without mentioning that to me." -- What exactly would an excuse look like?
5. No, she just implied it wasn't plagiarism. That definitely gives her the moral high ground.
6. What a trooper.
I've spent a lot of time on Shafer because he's a good example, I was familiar with his work and, as a media critic, he has an important role in journalism's self-correction process, but he's is not an isolated case, nor is he the worst of bunch (particularly not since the rise of Politico).
The point of all this is that journalism has a problem with tribalism and other social dynamics. These things are affecting objectivity, credibility and quality. What's worse, journalists seem to have so internalized the underlying mindset to such a degree that most of them don't even realize what's going on.
Tuesday, March 12, 2019
I don't say enough nice things about Ars Technica -- AV Edition
This recent piece is a must read for anyone following this story byTimothy B. Lee
Tesla is clinging to an old conventional wisdom
In 2014, the same year Tesla started shipping the first generation of Autopilot hardware, the Society of Automotive Engineers published a five-level taxonomy of autonomous driving systems that envisioned driver-assistance systems (known as "level 2" in SAE jargon) gradually morphing into fully autonomous systems that could operate without human supervision (levels 4 and 5).
But the last five years have seen a dramatic shift in industry thinking. Most companies now see driver assistance and full self-driving as distinct markets.
No company has done more to change industry thinking here than Google, whose self-driving project was spun off as Waymo in 2016. Around 2012, Google engineers developed a highway driving system and let some rank-and-file Googlers test it out. Drivers were warned that the system was not yet fully autonomous, and they were instructed to keep their eyes on the road at all times.
But the self-driving team found that users started to trust the system way too quickly. In-car cameras showed users "napping, putting on makeup and fiddling with their phones." And that created a big safety risk.
"It's hard to take over, because they have lost contextual awareness," Waymo CEO John Krafcik said in 2017.
So Google scrapped plans for a highway driver assistance product and decided to pursue a different kind of gradualism: a taxi service that would initially be limited to the Phoenix metropolitan area. Phoenix has wide, well-marked streets, and snow and ice are rare. So bringing a self-driving service to Phoenix should be significantly easier than developing a car with self-driving capabilities that work in every part of the country and all weather conditions.
This approach has some other advantages, too. Self-driving cars benefit from high-resolution maps. Gathering map data in a single metro area is easier than trying to map the whole world all at once.
Self-driving cars also benefit from lidar sensors, and the best ones cost thousands—if not tens of thousands—of dollars each. That's too expensive for an upgrade to a customer-owned vehicle. But the economics are more viable for a driverless taxi service, since the self-driving system replaces an expensive human taxi driver.
Over the last three years, most other companies working on self-driving technology have followed Waymo's lead. GM bought a startup called Cruise in 2016 and put it to work developing an autonomous taxi service in San Francisco. Ford made a similar bet on Argo AI in 2017—the company is now developing autonomous taxi services in Miami and Washington DC.
Volkswagen and Hyundai have deals with Aurora—a startup co-founded by Chris Urmson, the former leader of the Google self-driving project—to develop fully autonomous taxi services. Technology companies like Uber and Zoox are planning to introduce autonomous taxi services.
Tesla’s business model locks it into the old approach
Tesla, meanwhile, has stubbornly pushed forward with its original strategy. For more than two years, Tesla charged customers $3,000 or more for a "full self-driving" package. But progress has been slow. And that has put Tesla in a bind. Abandoning the old strategy would likely require refunding customers who paid for the Full Self-Driving package—which would be both embarrassing and expensive.
Instead, Tesla's solution has been to move the "full self-driving" goal posts.
"We already have full self-driving capability on highways," Musk said during a January earnings call. "So from highway on-ramp to highway exit, including passing cars and going from one highway interchange to another, full self-driving capability is there."
Obviously, this statement comes with a big asterisk: the driver still has to supervise the car to make sure it doesn't crash.
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