Science
Interdisciplinary
Which half?
Scientific writing
A tiny rivulet in a distant forest
The downgrading of experience
Humility
Art and science
The Structure of Scientific Revolutions
BLDGBLOG
The Art of Doing Science and Engineering: Learning to Learn
The illustrated guide to a Ph.D.
evermore, and other beautiful things
An Article by Linus the SephistIf all evidence of civilization on Earth was destroyed, and humans had to re-build society from the ground up, what would be different? Feynman reckons that pivotal scientific moments, like the discovery of the atom, will still happen in the same way. Perhaps mathematics will be similarly rediscovered.
Someone told me once in response to this question, no artwork would ever be recreated. The art we create – music, stories, dance, film – isn’t a fundamental element of the universe, or even of humanity. It’s unique to each artist. If you choose to create art, you leave something in the world that has never had a chance to exist before, and will never again have a chance to exist. There will never be another Beatles or Studio Ghibli or Picasso. Art, in its infinite variations of originality, is cosmically unique in a way the sciences will never be. Art immortalizes human experiences that would otherwise vanish in time.
Reality is Very Weird and You Need to be Prepared for That
An EssayWe might be closer than we think to cures for depression, hypertension, and yes, even obesity.
The answer to scurvy was just one thing, plus a few wrinkles — mostly “not all citrus has the antiscorbutic property” and “most animals can’t get scurvy”. This was only difficult because people weren’t prepared to deal with basic wrinkles, but we can do better by learning from their mistakes.
This means don’t give up easily. It suggests that there is lots of low-hanging fruit, because even simple explanations are easily missed.
Lots of theories have been tried, and lots of them have been given up because of something that looks like contradictory evidence. But the evidence might not actually be a contradiction — the real explanation might just be slightly more complicated than people realized. Go back and revisit scientific near-misses, maybe there’s a wrinkle they didn’t know how to iron out.
Tortured phrases
An Article by Holly ElseIn April 2021, a series of strange phrases in journal articles piqued the interest of a group of computer scientists. The researchers could not understand why researchers would use the terms ‘counterfeit consciousness’, ‘profound neural organization’ and ‘colossal information’ in place of the more widely recognized terms ‘artificial intelligence’, ‘deep neural network’ and ‘big data’.
Further investigation revealed that these strange terms — which they dub “tortured phrases” — are probably the result of automated translation or software that attempts to disguise plagiarism. And they seem to be rife in computer-science papers.
Why Most Published Research Findings Are False
A Research Paper by John P.A. IoannidisThere is increasing concern that most current published research findings are false. The probability that a research claim is true may depend on study power and bias, the number of other studies on the same question, and, importantly, the ratio of true to no relationships among the relationships probed in each scientific field. In this framework, a research finding is less likely to be true when the studies conducted in a field are smaller; when effect sizes are smaller; when there is a greater number and lesser preselection of tested relationships; where there is greater flexibility in designs, definitions, outcomes, and analytical modes; when there is greater financial and other interest and prejudice; and when more teams are involved in a scientific field in chase of statistical significance.
A hypothesis is a liability
A Research Paper by Itai Yanai & Martin LercherThere is a hidden cost to having a hypothesis. It arises from the relationship between night science and day science, the two very distinct modes of activity in which scientific ideas are generated and tested, respectively [1, 2]. With a hypothesis in hand, the impressive strengths of day science are unleashed, guiding us in designing tests, estimating parameters, and throwing out the hypothesis if it fails the tests. But when we analyze the results of an experiment, our mental focus on a specific hypothesis can prevent us from exploring other aspects of the data, effectively blinding us to new ideas.
Cubed
A dry, husky business
Despite the furor over their aggressive unmanliness, clerks, and with them the office, crept silently into the world of nineteenth-century America. Moral philosophers were mostly preoccupied with the clang of industrialization and its satanic mills, and most regarded as negligible the barely audible scratch of pens across ledgers and receipts that characterized the new world of clerical work. It was only a “dry, husky business,” as the narrator of Bartleby had it.
A segment of the enormous file
As office buildings grew taller, and flammability became a problem, steel file cabinets replaced wooden ones – the tall cabinets mimicking the shape of the skyscraper, such that the “file” seemed to be a metaphorical stand-in for the office itself. “Each office within the skyscraper,” C. Wright Mills would argue some years later, “is a segment of the enormous file, a part of the symbolic factory that produces the billion slips of paper that gear modern society into its daily shape.” Aldous Huxley, in his dystopian novel Brave New World, could imagine no more powerful symbol of a totally bureaucratized world than the idea of each person having his or her name on a file.
Taylorism
“In the past the man has been first. In the future the system must be first.” — Fred W. Taylor
Taylorism was a way of thinking that came at the expense of the workers’ own knowledge of their system. Taylor summed up his philosophy thus:
“It is only through enforced standardization of methods, enforced adoption of the best implements and working conditions, and enforced cooperation that this faster work can be assured. And the duty of enforcing the adoption of standard and enforcing this cooperation rests with the management alone.”
The unscripted practices of the old offices would remain, but as a kind of subterfuge: in the future, a leisurely pace wouldn’t be the norm; time would not be given, but stolen.
Divided against itself
By separating knowledge from the basic work process (“the separation of conception from execution,” as Harry Braverman once put it), in the factory as well as the office, the ideology of Taylorism all but ensured a workplace divided against itself, both in space and in practice, with a group of managers controlling how work was done and their workers merely performing that work.
Somewhat more dangerously, this division put into serious doubt the notion that office workers were, as a whole, on the way up. It became increasingly clear from the shape of the offices themselves, and from the distance between the top and the bottom rungs of the “ladder”, that some workers were never going to join the upper layers of management. For some, work was always, frankly, going to suck.
Form follows finance
The formula that Sullivan coined to explain this individualist-conformist principle has become a commonplace of architectural history: “Form follows function.” The envelope of the building was to reflect no particular style, no empty ideal, but rather, with as pure a transparency as possible, the shape and feel of the interior. It was the office that determined the skyscraper – a fact that might have had a beneficial effect on the form of the office itself.
But the result was the opposite: few conceptions of the office have had a more deleterious effect on the human work environment. The title of an influential work by the architectural historian Carol Willis gives us a better, if less palatable, explanation: Form follows Finance. For by and large, making an office “functional” had less to do with making it serve the needs of a particular corporation and much more with serving any corporation. The point was not to make an office building per specification of a given company, but rather to build for an economy in which an organization could move in and out of a space without any difficulty. The space had to be eminently rentable.
Serendipity
This was not meant to be like Bell Labs; there were no expectations that the clerical workers would run into their managers in a “serendipitous encounter” and produce a new innovation. The ideas was rather to create a workplace in which status barriers seemed to dissolve, in which participation and friendliness all around made the work environment look less like the white-collar factory it was.
Office survival
“The caveman was undoubtedly very pleased to find a good cave but he also undoubtedly positioned himself at the entrance looking out. Protect your back but know what is going on outside is a very good rule for survival. It is also a good survival rule for life in offices.” — Robert Propst, The Office: A Facility Based on Chicago
The office landscape
An organic, almost forest-like office layout.
There is an affinity with certain planned “landscapes” of the natural world – namely, the classic Italian Baroque garden. In the sample plans the Schnelle brothers devised, the arrangement of desks seems utterly chaotic, totally unplanned – a mess, like a forest of refrigerator magnets. But, as with the seemingly “wild” overgrowth of a “natural” garden, the office landscape is more thoroughly planned than any symmetrical and orderly arrangement of desks. Imaginary lines wend their way around every cluster, delineating common pools of activity; between and through the undergrowth of clusters are invisible, sinuous paths of work flow.
Open-plan the world
In the end, noise would always be a problem, when quiet was not placed at a premium. Interaction and communication were conceived of as norms in the landscaped office; introspection and concentration were sidelines. In the rush to open-plan the world, some crucial values for the performance of work were lost.
The cubicle
The cubicle had the effect of putting people close enough to each other to create serious social annoyances, but dividing them so that they didn’t actually feel that they were working together. It had all the hazards of privacy and sociability but the benefits of neither. It got so bad that nobody wanted them taken away; even those three walls offered some kind of psychological home, a place one could call one’s own. All these factors could deepen the frenzied solitude of an office worker.
Chilled-out anxiety
Working in the typical dot-com office was an admixture of frenetic pace and a relaxed overall atmosphere, exemplifying that chilled-out anxiety which was the general mood of the 1990’s.
A resource
The office, Chiat argued, had become the site of a turf war, not a place to do work. Changing the office “means focusing on doing great work instead of focusing on agency politics,” he argued. “You come to work because the office is a resource.”