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.
You're Probably Using the Wrong Dictionary
As if a word were no more than coordinates
The New Oxford American dictionary, by the way, is not like singularly bad. Google’s dictionary, the modern Merriam-Webster, the dictionary at dictionary.com: they’re all like this. They’re all a chore to read. There’s no play, no delight in the language. The definitions are these desiccated little husks of technocratic meaningese, as if a word were no more than its coordinates in semantic space.
Another mind as alive as yours
In 1807, Webster started writing a dictionary, which he called, boldly, An American Dictionary of the English Language. He wanted it to be comprehensive, authoritative. Think of that: a man sits down, aiming to capture his language whole.
Dictionaries today are not written this way. In fact it’d be strange even to say that they’re written. They are built by a large team, less a work of art than of engineering. When you read an entry you don’t get the sense that a person labored at his desk, alone, trying to put the essence of that word into words. That is, you don’t get a sense, the way you do from a good novel, that there was another mind as alive as yours on the other side of the page.
Webster’s dictionary took him 26 years to finish. It ended up having 70,000 words. He wrote it all himself, including the etymologies, which required that he learn 28 languages, including Old English, Gothic, German, Greek, Latin, Italian, Spanish, Dutch, Welsh, Russian, Aramaic, Persian, Arabic, and Sanskrit. He was plagued by debt to fund the project; he had to mortgage his home.
A soft and fitful luster
Who decided that the American public couldn’t handle “a soft and fitful luster”? I can’t help but think something has been lost. “A soft sparkle from a wet or oily surface” doesn’t just sound worse, it actually describes the phenomenon with less precision. In particular it misses the shimmeriness, the micro movement and action, “the fitful luster,” of, for example, an eye full of tears — which is by the way far more intense and interesting an image than “a wet sidewalk.”
It’s as if someone decided that dictionaries these days had to sound like they were written by a Xerox machine, not a person, certainly not a person with a poet’s ear, a man capable of high and mighty English, who set out to write the secular American equivalent of the King James Bible and pulled it off.
Pathos
With its blunt authority the New Oxford definition of “pathos” — “a quality that evokes pity or sadness” — shuts down the conversation, it shuts down your thinking about the word, while the Webster’s version gets your wheels turning: it seems so much more provisional — “that which awakens tender emotions, such as pity, sorrow, and the like; contagious warmth of feeling, action, or expression; pathetic quality; as, the pathos of a picture, of a poem, or of a cry” — and therefore alive.
Most important, it describes a word worth using: a mere six letters that have come to stand for something huge, for a complex meta-emotion with mythic roots. Such is the power of actual English.
An affection for words
There’s an amazing thing that happens when you start using the right dictionary. Knowing that it’s there for you, you start looking up more words, including words you already know. And you develop an affection for even those, the plainest most everyday words, because you see them treated with the same respect awarded to the rare ones, the high-sounding ones.
Which is to say you get a feeling about English that Calvin once got with his pet tiger on a day of fresh-fallen snow: “It’s a magical world, Hobbes. Let’s go exploring!”