Artificial Intelligence in Biology: From Neural Networks to AlphaFold

Rebecca Roberts in The Scientist:

Previously met with skepticism, AI won scientists a Nobel Prize for Chemistry in 2024 after they used it to solve the protein folding and design problem, and it has now been adopted by biologists across the globe. AI models like artificial neural networks and language models help scientists solve a variety of problems, from predicting the 3D structure of proteins to designing novel antibiotics from scratch. Researchers press on with the refinement of AI models, addressing their limitations and demonstrating widespread applications in biology.

A major sore spot for protein biologists, the protein-folding problem has now been solved by AI, winning University of Washington biochemist David Baker and DeepMind researchers Demis Hassabis and John Jumper a Nobel Prize in Chemistry. After struggling for around two decades to determine the tertiary structure of proteins from the sequence of their amino acids, scientists established the Critical Assessment of Structural Prediction (CASP) competition in 1994 to foster collaboration in this area. In 1998, Baker’s team built the Rosetta software for protein energy configuration modelling; in fact, a few years later, the team turned their computational model into a game called Foldit to rope in volunteers to partake in solving protein structures.

More here.

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Thursday Poem

Fugitive Beauty

The term “fugitive beauty” came
to me in a letter. A friend’s wife
used it in conversation. My friend
is a painter who studied in Paris.
I sought his opinion on poetry.

Fugitive beauty, evanescent, fleeting,
as if it implied a criminality
I did not understand.
Did all art start that way —
alone, fugitive, so coiled
in its incubation that it feared
possible success or failure?

Fugitive, running away,
not standing with the norm, the herd,
not strong enough
to be judged?

Or did it mean beauty as Keats meant it?
“Truth is beauty, beauty is truth” —
a raw truth, or a new dimension of beauty,
a new adjective
to describe eagles soaring,
no parameters,
like prisoners breaking out.

Out there by itself,
not great, not mediocre,
but flying in its own space
against all normalcy, blasting off
to its own truthfulness,
Its own freedom.

by George Degregorio
from Zerilda’s Chair
White Chicken Press
Rutherford, NJ, 2009

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Wednesday, January 1, 2025

The Time Jimmy Carter Probably Saved The World And Almost Nobody Noticed

Stephen Luntz in IFL Science:

The story starts in 1974 when Professor F. Sherwood Rowland proposed that CFCs, whose use was rapidly expanding, might pose a threat to the ozone layer. Rowland would subsequently share the 1995 Nobel Prize for Chemistry for this work, but at the time, CFC manufacturers hit back that the claims were “purely theoretical”. Technically speaking they were right. No one really knew if CFCs would actually have these effects in the upper atmosphere, a region of the planet we had barely begun to study.

Unfortunately, others pointed out, if the theory was right, damage to the ozone layer would expose the surface to so much ultraviolet radiation, little life would survive above ground or in the upper layers of the ocean. Even lifeforms not directly under threat depend on more vulnerable species for food or pollination – total ecosystem collapse was a real possibility.

Doing nothing would be the ultimate gamble.

The manufacturers established lobby groups arguing no action be taken until we had proof. DuPont’s chair called the idea CFCs might damage the ozone layer “science fiction”.  Carter, and the majority of the US Congress, feared by the time the evidence was in it might be too late.

More here.

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The Best Climate Resolution This Year? Do Nothing

Eric Holthaus in Slate:

A good New Year’s resolution might be to experiment what “doing nothing” might mean for your life, and trying to notice how it changes your worldview—and opens you up to imagine the possibility of other, larger, more systemic changes in society. Opt out of literally every possible thing you can. Cancel everything you currently have on auto pay, or at least the things you don’t absolutely need to survive, like subscriptions to household goods, take-out app memberships, and Substack newsletters full of product recommendations. Opt out of all after-school activities for your kids—all the driving around, and the new gear. Clear your schedule. And then start adding back in the things that bring you connection and joy. Marie Kondo your whole life. Prioritize community over rote consumerism, and engagement over obligation.

More here.

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‘Wicked’ Green, ‘Room Next Door’ Red and ‘Substance’ Yellow: It’s a Bold Season

Sarah Bahr in The New York Times:

Fire-engine red. Egg-yolk yellow. Christmas-tree green. The palettes of this year’s potential Oscar contenders can be summed up in one word: Bold. “Everybody on Pedro’s sets ends up wearing really strong colors,” said Inbal Weinberg, the production designer who dreamed up the striking, primary color-heavy visual aesthetic for Pedro Almodóvar’s euthanasia drama, “The Room Next Door.”

We spoke with the costume, production and makeup designers for three of this year’s potential Oscar contenders — “The Substance,” “The Room Next Door” and “Wicked” — about choosing just the right shades, creating striking sets and costumes that don’t overwhelm the story and finding the secret ingredient for Elphaba’s green makeup. Even though the “The Room Next Door” tells a downbeat tale — about Ingrid (Julianne Moore) and her dying friend, Martha (Tilda Swinton) — the screen is bursting with vibrant tomato reds and electric lime greens. “It was important to Pedro not to go into the cliché universe in which, if you’re telling a really dark story, you also have these demure interiors or a drab color palette,” said Weinberg, who worked with Almodóvar to create eye-catching monochromatic sets (like a red kitchen, with a red counter, bowls, apples, strawberries and even a phone lock screen).

More here.

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On Ryoko Aoki

Paul Laster at Artforum:

A Kyoto-based artist affiliated with Micropop, a Japanese art movement that involves combining commonplace objects and information into something new, Ryoko Aoki produces small poetic drawings, collages, and assemblages that capture everyday moments in her life, alongside larger installations that interweave these works. Returning Aoki to Take Ninagawa for her third solo show since 2011, “Stories About Boundaries” showcases drawings grouped on the walls and floor as well as displays of numbered boxes each containing smaller boxes, drawings, stones, and various found and handmade objects, like an installation within an installation.

Aoki divided the exhibition space into six conceptual sections to highlight various facets of these new works. Placed in a section called “Free Spaces for Doing Things Today,” which views the gallery itself as an oversize box, Modular Gallery Practice (all works 2024) simulates the anticipated floor plan of the show through a set of containers mingled with tiny objects, including a blue ball and a minuscule envelope. A key aspect of Aoki’s art is the representation of her world and the phenomena that shape it, from biological mimicry to the unconscious choices revealed by changes in scale.

more here.

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Wednesday Poem

Piano

Midway in the concert,
the piano grew pensive,
ignored in its gravedigger’s frock coat;
but later it opened its mouth
—the jaws of leviathan:
the pianist then entered his piano
and deployed like a crow;
something happened, like a silvery
downfall
of pebbles
or a hand
in a pond,
unobserved;
a trickle of sweetness
like rain
on the smooth of a bell,
light fell
through the padlocks and bolts of a house,
to the depths,
an emerald crossed the abysses,
the sea gave its sound
the night
and the dews
and the meadows,
the steepest ascent of the thunderbolt,
the symmetrical rose sang aloud
and quietness circled the milk of the morning.

So melody grew
in a dying piano,
the naiad’s
investiture
rose on the catafalque
from a margin of teeth,
piano, pianist,
and the concerto plunged downward, oblivious,
till all was sonority,
torrential beginnings,
consummate gradation, a bell tower’s clarities.

Then the man in the tree
of his music came back to us.
He came down like
a blundering crow on its course
or a lunatic dandy:
the whale-mouth closed up
and the man walked away
to a silence.

by Pablo Neruda
from
Five Decades: Poems 1925-1970
Grove Press, 1974

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Folklore Is Philosophy

Abigail Tulenko at Aeon Magazine:

The Hungarian folktale Pretty Maid Ibronka terrified and tantalised me as a child. In the story, the young Ibronka must tie herself to the devil with string in order to discover important truths. These days, as a PhD student in philosophy, I sometimes worry I’ve done the same. I still believe in philosophy’s capacity to seek truth, but I’m conscious that I’ve tethered myself to an academic heritage plagued by formidable demons.

The demons of academic philosophy come in familiar guises: exclusivity, hegemony and investment in the myth of individual genius. As the ethicist Jill Hernandez notes, philosophy has been slower to change than many of its sister disciplines in the humanities: ‘It may be a surprise to many … given that theology and, certainly, religious studies tend to be inclusive, but philosophy is mostly resistant toward including diverse voices.’ Simultaneously, philosophy has grown increasingly specialised due to the pressures of professionalisation. Academics zero in on narrower and narrower topics in order to establish unique niches and, in the process, what was once a discipline that sought answers to humanity’s most fundamental questions becomes a jargon-riddled puzzle for a narrow group of insiders.

more here.

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Tuesday, December 31, 2025

Great scientists follow intuition and beauty, not rationality

Eric Hoel at The Intrinsic Perspective:

Isaac Newton’s lifelong quest to transmute base metals into gold is normally forgiven as a symptom of the pre-scientific nature of his age. But “great minds holding eccentric, even kooky, beliefs” is a pattern that crops up throughout history. Even after there became strong social reasons for scientists to disguise even the faintest whiff of the irrational. William James, the godfather of psychology, believed in ghosts. Fred Hoyle, who came up with the idea that stars created chemical elements via nuclear fusion, thought that influenza came from space. Nikola Tesla was obsessed with the number three. Nobel Prize winner Wolfgang Pauli believed that his mere presence could drive laboratory equipment to malfunction. Kurt Gödel starved himself to death out of fear of being poisoned. Brian Josephson, a still-living Nobel laureate, thinks that water has memories.

Why?

In the “TV model” of science, scientists are pinnacles of rationality—socially inept, boringly nerdy, emotionless, and incapable of strong pre-evidence beliefs.

More here.

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My Friend Chooses How and When to Die

Jeannette Cooperman at The Common Reader:

Fussier friends would shiver in the mid-October wind, but Ann Mandelstamm is in her eighties and still hiking, so I grab a table on the patio. Just as I open the menu, she arrives, clad in a sporty navy sweater and jeans and wearing her trademark red lipstick, her red-gold hair pulled back with combs. She sits, her movements as lithe and graceful as ever. She has always had a quiet, midcentury glamour about her—the Kate Hepburn sort, impatient with frippery. Neither of us even mentions moving indoors.

It is good to see her; it has been more than a year. She is animated and fun, teasing the server as she orders: “I had authority in my voice, didn’t I? I used to teach high school.” We talk about books and, with a sigh, politics, then split a pizza. Somehow Ann has always managed to go deep—think hard, read tough stuff, fight for justice—yet remain delighted by the world.

As the plates are whisked away, she says, “I have something for you,” and hands me a sheet of paper. “Not many people know,” she says. “I’m going to mail this to my dearest friends just before.”

“Before….?” I smile and take the sheet, wondering what she is up to. Skimming, I catch phrases: not something I arrived at without deliberation…. I have lived my life as well as I could…. limited resources on this planet…. what purpose could I serve by living on another five or ten years?

She has decided to end her life.

My mind goes blank with shock.

More here.

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Jimmy Carter Was the True Change Agent of the Cold War

Michael Hirsh in Foreign Policy:

After the Soviet bloc began to disintegrate on his watch, Reagan was—and still is—mythologized as the primary victor of the Cold War.

Meanwhile, Carter, who died Sunday at 100, is remembered as a somewhat weak leader, preaching naively about human rights, lamenting energy shortages and malaise in his singsong Georgia accent, and practically being hounded from the White House by the 444-day-long Iranian hostage crisis.

So, it may seem strange that Carter, even more so than Reagan, is revered to this day among those who fought on the true front lines of the Cold War: the former dissidents of the Soviet Union and Eastern Europe. “They still see him as the messiah,” Svetlana Savranskaya, a scholar of the Soviet period at George Washington University, told me in an interview. “Their eyes shine when they talk about him.”

Perhaps the least understood dimension of Carter’s much-maligned, one-term presidency was that he dramatically changed the nature of the Cold War, setting the stage for the Soviet Union’s ultimate collapse. Carter did this with a tough but deft combination of soft and hard power. On one hand, he opened the door to Reagan’s delegitimization of the Soviet system by focusing on human rights; on the other hand, Carter aggressively funded new high-tech weapons that made Moscow realize it couldn’t compete with Washington, which in turn set off a panicky series of self-destructive moves under the final Soviet leader, Mikhail Gorbachev.

More here.

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Your cells are dying. All the time

Amber Dance in Knowable Magazine:

Billions of cells die in your body every day. Some go out with a bang, others with a whimper. They can die by accident if they’re injured or infected. Alternatively, should they outlive their natural lifespan or start to fail, they can carefully arrange for a desirable demise, with their remains neatly tidied away.

Originally, scientists thought those were the only two ways an animal cell could die, by accident or by that neat-and-tidy version. But over the past couple of decades, researchers have racked up many more novel cellular death scenarios, some specific to certain cell types or situations. Understanding this panoply of death modes could help scientists save good cells and kill bad ones, leading to treatments for infections, autoimmune diseases and cancer. “There’s lots and lots of different flavors here,” says Michael Overholtzer, a cell biologist at Memorial Sloan Kettering Cancer Center in New York. He estimates that there are now more than 20 different names to describe cell death varieties. Here, Knowable Magazine profiles a handful of classic and new modes by which cells kick the bucket.

More here.

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How US Population Will Change in 2025

Jordan King in Newsweek:

The U.S. population will age and continue to see low growth in 2025, three experts have told Newsweek.

Population decline is an issue for many countries around the world, especially in Europe, and, while the U.S. is not technically one of them, its growth is slow. Last year, the population only increased by 0.5 percent, according to the U.S. Census Bureau. While this is the most significant uptick since the Covid pandemic, “national population growth is still historically low,” the Bureau concluded, and 2025 is not expected to be much different, experts said.

“Next year will be much like this year, but with slightly more moderation from the recent pandemic disruptions,” Dowell Myers, a professor of policy, planning and demography at the University of Southern California, told Newsweek. “We know all the residents will be one year older—baby boomers moving deeper into retirement and still holding on to their houses, while most of the millennials spill across the 30-year age threshold, after which fertility can’t be delayed much further and when intentions for homeownership are strengthening even more.”

More here.

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Monday, December 30, 2025

The Best Sentences of 2024

Frank Bruni in the New York Times:

In his newsletter, Sam Harris marveled, back in early July, at the reluctance of President Biden and his closest advisers to end his re-election campaign: “They are not merely courting disaster now — they are having tantric sex with it.”

In The Baltimore Sun, Dan Rodricks explained the absence of any encore to the presidential candidates’ onstage encounter: “Donald Trump saying he won’t debate Kamala Harris a second time is like the Thanksgiving turkey saying he won’t be available for Christmas dinner.”

In The Wall Street Journal, Dan Neil bemoaned the mismatch of his aged endoskeleton and his assignment to review a low-lying, physically inaccessible car by alluding to the god of Graceland: “After a lifetime of swiveling and gyrating, my pelvis has left the building.”

More here.

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Mounting research shows that COVID-19 leaves its mark on the brain, including significant drops in IQ scores

Ziyad Al-Aly in The Conversation:

Here are some of the most important studies to date documenting how COVID-19 affects brain health:

More here.

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