Bad Bunny says reggaeton is Puerto Rican, but it was born in Panama

Source: The Conversation – USA (2) – By Brendan Frizzell, PhD Student in Sociology, USC Dornsife College of Letters, Arts and Sciences

Puerto Rican reggaeton artist Bad Bunny performs the Super Bowl halftime show on Feb. 8, 2026, in Santa Clara, Calif. Bob Kupbens/Icon Sportswire via Getty Images

Bad Bunny likes to remind the world where he and his music come from.

In “EoO,” a song from his 2025 album “DeBÍ TiRAR MáS FOToS,” he raps, “‘Tás escuchando música de Puerto Rico” (“You’re listening to music from Puerto Rico”). Similarly, in the album’s second track, “VOY A LLeVARTE PA PR,” he announces that both he and reggaeton were born in Puerto Rico: “Aquí nací yo y el reggaetón, pa’ que sepa’.”

Puerto Rican artists like Bad Bunny certainly helped popularize the genre. But they didn’t create it.

In my own research of Latin America, I’ve explored how reggaeton comes from the small Central American nation of Panama, where the sound emerged from a swirl of sonic influences that included Spanish conquistadors, Caribbean immigrants and American colonizers.

English and Spanish collide

Understanding reggaeton requires understanding the intermingling of cultures and languages that Panama experienced over a relatively short period of time.

After Panama gained its independence from Spain in 1821, it became part of Gran Colombia, which, at its peak, included modern-day Colombia, Venezuela, Ecuador and Panama.

Throughout the 19th century, Panama experienced population growth and mass industrialization, and waves of Afro Caribbean immigrants arrived in northern Panama in search of economic opportunities. Since they came from former British colonies, many of them spoke English. Meanwhile, the many Afro Panamanians already living in the country, whose descendants had been trafficked as slaves, spoke Spanish.

These linguistic distinctions resulted in two primary groups of Black people in Panama: Spanish-speaking Afro Panamanians and English-speaking West Indians. They worked alongside one another on construction projects, such as the trans-Isthmus railroad, in the mid-19th century. But with their different languages, colonial histories and cultures, they didn’t always get along.

In 1903, Panama separated from Gran Colombia, becoming the independent nation we know today. The U.S. had supported Panama’s independence for strategic reasons: It wanted to build and control the Panama Canal to secure influence over maritime trade and military movement in the Western Hemisphere. While Gran Colombia had rebuffed earlier U.S. overtures, leaders of the newly independent Panama were more receptive to American interests.

Jim Crow is imported to the Canal Zone

Police brutality, exploitation and intra-racial and interracial tensions also served as scaffolding for reggaeton.

During the canal’s construction, the U.S. operated and controlled the Panama Canal Zone, a 553 square-mile (1,432 square-kilometer) parcel of land encompassing the canal. Up to 60,000 people lived there while the canal was being built, with residents segregated by race into “gold roll” and “silver roll” workers. Gold roll workers were usually white. Silver roll workers were Black, and they were tasked with the most dangerous jobs.

The Canal Zone’s white residents were far more likely to have access to health services and have proper sanitation; Afro Panamanian and immigrant workers from Barbados, the Antilles, Jamaica and other Caribbean countries were much more likely to be exposed to – and die from – malaria.

West Indians and Afro Panamanians also experienced police brutality. Black women, in particular, were harassed by white police officers, who often accused them of sex work.

While both West Indians and Afro Panamanians were subjected to segregation and police brutality, the Americans running the Canal Zone tended to treat the English-speaking West Indians better. Meanwhile, children born and raised in the Canal Zone were only taught English in schools, which Afro Panamanians resented.

These tensions led to the rise of “panameñismo,” a movement that sought to preserve and promote Spanish language and culture in Panama. This movement culminated in the passing of restrictive immigration laws targeted at West Indians and stripping second-generation West Indians of their citizenship.

Despite these anti-West Indian policies, many Jamaican, Barbadian and Antillean immigrants who had already built a life in Panama remained in the country even after the canal was completed in 1914.

Black-and-white photo of a huge metal gate with tiny workers either posing or working from the wooden scaffolding.
Laborers work from scaffolding during the construction of the gates of Gatun Locks at the Panama Canal, c. 1914.
Detroit Publishing Company/Library of Congress via Getty Images

Reggae with a Spanish twist

In the 1960s and 1970s, Jamaicans introduced three subgenres of reggaemento, ska and dancehall – to Panama.

The lyrics were in English and Jamaican Patois, an English-based creole language. But it didn’t take long for an offshoot of reggae, “reggae en español,” to emerge. By the end of the 1970s, reggae en español had become popular in Panama and had spread throughout Latin America. Similarly, the nascent genre of hip-hop was gaining steam in the U.S. and eventually made its way to Panama, where an American presence had remained since the completion of the canal. It wasn’t until 1979 that the Canal Zone was abolished, and Panama did not have ownership over the canal until 2000.

It was out of this diverse mix of musical and linguistic influences that reggaeton was born, a genre that features the looping drum pattern – called “dembow riddim” – of Jamaican dancehall, the tropical vibe of reggae and a mixture of rapping and singing. Like reggae and hip-hop, reggaeton lyrics often emphasize Black solidarity and speak out against racial oppression and police violence.

The Panamanian artist Renato is credited with releasing the first reggaeton song, titled, “El D.E.N.I.,” in 1985.

The D.E.N.I. – an acronym for the Departamento Nacional de Investigaciones, or National Department of Investigations – was a tool of repression for Panama’s military dictatorship under Omar Torrijos in the 1970s and later under Manuel Noriega in the 1980s. The secret police force became entangled in drug trafficking and political corruption.

In ‘El D.E.N.I.,’ Renato denounces police brutality and racism.

In the song, Renato assumes the role of a racist police officer, the kind he encountered after relocating from the Canal Zone to Rio Abajo, an impoverished neighborhood in Panama City:

Con mi cara albina, te puedo golpear …

(With my albino face, I can hit you …)

Te voy a enseñar

(I am going to teach you)

Que a la justicia no se puede burlar

(That you cannot make fun of the justice system)

After its release, the track became a protest anthem against Panama’s military government.

While Renato’s popularity was growing in Panama, early Panamanian reggaeton artists and producers like El General were collaborating with Jamaican and American artists in New York City, where the underground dancehall and “hip-hop en español” scene thrived.

Even though El General primarily produced music, one of his tracks, “No Mas Guerra,” channeled the fighting spirit of original reggaeton, calling for Latin American communities to come together to end violence and wars.

A sanitized version of reggaeton goes mainstream

Despite not being responsible for its creation, Puerto Rico is where the genre went mainstream – largely thanks to the popular Puerto Rican artist Daddy Yankee.

Daddy Yankee’s music spread, in part, thanks to American brands like Kellogg’s and Reebok, whose ads featuring his songs were broadcast to American audiences. Few of his tracks contained the social justice themes that characterized early reggaeton.

Meanwhile, Tego Calderon, a Black Puerto Rican reggaeton artist, struggled to find a buyer for his 2003 debut album, “El Abayarde,” after being told he was too ugly for a musical career – a remark rooted in the anti-Blackness that’s pervasive in Puerto Rico.

Calderon’s experience in the industry and as a Black Puerto Rican dictated how he viewed the genre and created his music. Like Calderon, Renato and other Black reggaeton artists have spoken out against racism in reggaeton.

Man with afro wearing sunglasses and a red baseball jersey gestures while rapping into a microphone.
Reggaeton artist Tego Calderon performs at the BMG Music Showcase at Billboard Live in Miami Beach in 2003.
Rodrigo Varela/WireImage via Getty Images

Bringing reggaeton back to its roots

Though he may have the genre’s history slightly wrong, Bad Bunny’s own tracks return to reggaeton’s social justice roots.

Performed during the Super Bowl halftime show by Ricky Martin, Bad Bunny’s “LO QUE LE PASÓ A HAWAii” describes the history of U.S. colonialism in Hawaii and Puerto Rico, pointing out how local communities have been forced out by gentrifiers:

Quieren quitarme el río y también la playa

(They want to take the river and the beach away from me)

Quieren al barrio mío y que tus hijos se vayan

(They want my neighborhood and for your kids to leave)

And while the early-2000s reggaeton popularized by Daddy Yankee, Tego Calderon and Don Omar contained elements of misogyny and homophobia, Bad Bunny’s tracks “Yo Perreo Sola” and “YO VISTO ASÍ” build on feminist reggaeton anthems like Ivy Queen’s “Yo Quiero Bailar.”

Reggaeton was born out of a call for freedom, equality and justice. So I find it fitting that Bad Bunny is creating music that speaks to all types of people from all over the world.

The Conversation

Brendan Frizzell does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Bad Bunny says reggaeton is Puerto Rican, but it was born in Panama – https://theconversation.com/bad-bunny-says-reggaeton-is-puerto-rican-but-it-was-born-in-panama-276347

Tiny recording backpacks reveal bats’ surprising hunting strategy

Source: The Conversation – USA – By Leonie Baier, Postdoctoral Fellow in Behavioral Biology, Naturalis Biodiversity Center

A fringe-lipped bat carries a sound-and-movement biologging tag. Leonie Baier, CC BY-SA

Deep into the Panamanian night, the forest hums with sound. Chirping insects form a steady backdrop, rain softly trickles from leaves. Somewhere above a stream, frogs call into the darkness.

But I am not there to see this scene.

It’s already passed. What I hold now is a small, mud-smeared biologger, no larger than a Lego brick. This tag recorded the sounds of the previous night.

Three people wearing headlamps seated on the ground tagging bats at night.
Deep in the jungle of Soberanía National Park, researchers Gregg Cohen, Leonie Baier and Sebastian Mortensen process fringe-lipped bats under red-light headlamps. The nonintrusive light minimizes disturbance as the team weighs, measures and assesses each bat before tagging it.
Imran Razik, Smithsonian Tropical Research Institute, CC BY-SA

The evening before, my team and I had set nets outside the roosts – hollow trees or human-made structures such as tunnels or bunkers – where fringe-lipped bats (Trachops cirrhosus) sleep during the day. Under the faint glow of red headlamps, we weighed each bat we caught on its way out of the roost, checked its age and sex, and carefully glued a tiny tag to the fur between its shoulder blades.

When we released a tagged bat into the darkness, it vanished into the trees, carrying our recorder into the night.

The researchers carefully release the tagged bats into the night. Credit: Eric de Framond

Within a few days, the tags either fell off naturally or I gently removed them from recaptured bats with a quick trim of fur. Each biologger captured five to six hours of continuous sound and movement data – every flight, every attack, every crunch of prey bones between sharp teeth.

For the first time, I could follow a predator through the forest from its own point of view. And what those recordings revealed surprised me: Our fringe-lipped bats don’t simply grab the first thing they detect. Instead, they stalk the forest’s creatures with a patience and precision I hadn’t expected.

Person seated on forest floor wrapped in a mosquito net
Once a bat is recaptured, no chances are taken that it might fly off with its precious load – the biologger holding all the data – still attached. Here, Leonie Baier works under a mosquito net to safely remove the tag before releasing the bat, tag-free.
Eric de Framond, Smithsonian Tropical Research Institute, CC BY-SA

Tiny tags for tiny hunters

I’m a behavioral ecologist, and fringe-lipped bats have been part of my scientific life for years, through my work with animal behavior researcher Rachel Page at the Smithsonian Tropical Research Institute in Panama. In our recent study published in the journal Current Biology, we paired decades of field knowledge with miniature biologging technology, allowing us to accompany the bats through the night.

When I plug a tag into my laptop, I follow that journey in sound and movement. Through my headphones, I hear a familiar note. A túngara frog (Engystomops pustulosus) calls; that distinctive “whiiiiine-chuck-chuck” I know so well.

A túngara frog calls, looking for a mate. Credit: Leonie Baier

On my screen, the line charting the bat’s motions stirs: a tremor of movement, then a sharp burst of wingbeats. At the same time, the audio trace fills with a rapid series of ultrasonic echolocation calls, the staccato sound of a hunter steering through darkness. In my ears, a rush of air surges past the tiny microphone, then there’s a splash, more wingbeats, and finally the faint, wet crunching of teeth. A few minutes later, it’s over.

The bat has eaten the frog. I smile; we’ve studied this bat for so many years, the data matches what we have observed in the laboratory. But now, for the first time, I can hear how the hunt unfolds in the wild.

Biologger recording of a bat catching a frog from flight.
Leonie Baier434 KB (download)

I scroll further in my recording.

A new sequence begins, but this time there are no frog calls. No sound to guide a strike. Just a sudden rush of air, a violent rustling, and then the unmistakable sounds of a fight thrash through my headphones: wings flapping, claws scraping, and the harsh cries of a prey animal fighting to survive.

Biologger recording of a bat attacking its protesting prey.
Leonie Baier297 KB (download)

Eventually – silence.

For a long moment, I hear only the sounds of the forest. Then again, the beat of wings. The bat is flying once more. It lands. And then comes that telltale sound again – slow, steady and deliberate. The bat is eating its catch.

Five minutes pass. Ten. Twenty. The chewing stops. The motion trace falls flat. As the night drifts on, nothing moves. The bat has fallen asleep.

Much later, the silence breaks. A quick shudder, a few brief pulses of echolocation: The bat is awake again. But it doesn’t fly off. It starts chewing again. And again. In the end, I count a total of 84 minutes of chewing, spread out across several bouts. Whatever this tiny bat caught, it was nothing like the quick frog meal I’d heard before.

Size of predator usually matches size of prey

In the animal kingdom, size usually dictates strategy.

Large lions, wolves and polar bears chase prey nearly their own size, at enormous costs: hours of stalking, bursts of sprinting and long fasts between meals. Their energy reserves let them weather failure after failure until finally a single successful kill restores the balance.

Small predators live by different rules. The tiny bodies of weasels, shrews and bats burn energy so fast that skipping even one meal can mean starvation. For bats, the demands of powered flight push those costs even higher. So they hunt small, abundant prey: quick, low-cost meals that keep the metabolic fire burning.

On average, the bats we tracked made around seven attacks per night and succeeded roughly half the time. Hearing that more-than-one-hour-long chewing episode recorded on the biologger left me astonished. Was this individual bat just an exceptionally slow eater? Or had it taken down something very large?

In the flight cage, a fringe-lipped bat (Trachops cirrhosus) feeds on a túngara frog. Under controlled conditions, researchers can observe its feeding behavior in detail: The bat holds its prey in its jaws, braced by one or both thumb claws, and methodically gnaws until only the gallbladder is left uneaten. Credit: Joseph See, Smithsonian Tropical Research Institute

To find out, I turned to a feeding experiment I had run in captivity, where I measured how long bats chewed prey of known weights. That calibration allowed me to translate chewing time in the wild into meal size. I discovered that most prey weighed around 2 grams, about 7% of a bat’s body mass. But some meals were far larger, reaching up to 30 grams – nearly the bat’s own weight.

How can a creature so small, with so little energy to spare, afford to hunt like a lion?

Listening to dinner

Our bats’ style of hunting is close to that of lions or polar bears, but the efficiency of their hunts sets the bats apart from any large predator. After leaving the roost at dusk, they spent just over five minutes flying in total before making their first attack. So rather than spending the whole night in search on the wing, they flew only about 11% of the time – less than half an hour over five hours of recording.

How could they find their meals so quickly? The answer lies in their extraordinary ears.

Fringe-lipped bats are masters of acoustic espionage. Instead of using echolocation alone to detect their prey, they eavesdrop on the sounds that frogs and other animals make. A túngara frog’s distinctive “tuuuuungara,” for example, carries through the forest and serves as a perfect beacon for a hungry bat.

Trachops splashing while catching a tungara frog from a pond
The fringe-lipped bat (Trachops cirrhosus) splashes while catching a túngara frog from a pond in the rainforest in Panama.
Grant Maslowski, CC BY-SA

Our recordings show that attacks were eight to 12 times more likely when frog calls were present. Strikes launched from flight clustered near loud choruses, while nearly all attacks from perches occurred in silence.

The bats have a dual ambush strategy. They launch strikes from the air when prey are advertising themselves. When the forest falls quiet, they hang almost motionless from branches to listen for subtler cues, sweeping the scene with their large ears before swooping down onto their prey.

By alternating between active flight and patient perch hunting, they minimize effort and maximize success.

Learning to thrive in a changing world

Fringe-lipped bats have solved the small-predator dilemma by hunting large prey – such as frogs, lizards, birds or rodents – with remarkably little effort.

But not every bat we tracked was equally efficient. Adults tackled a wider range of prey, while juveniles focused only on smaller, more manageable meals – likely smaller frogs, grasshoppers and dragonflies. This variation suggests that experience plays a major role.

Fringe-lipped bats are long-lived – some over 14 years – and have exceptional memories. They can learn new prey sounds by trial and error, or even by observing other bats. Over a lifetime, a bat refines its strategy, becoming more selective in its choice of prey. In this way, it seems that its hunting success is not just a product of anatomy or instinct – it’s also a story of cognitive evolution.

The bats’ success, however, depends on a thriving forest. As amphibians face global declines from disease, habitat loss and climate change, the bats’ longevity gives them some time to respond and learn, offering hope that these extraordinary predators can persist even as ecosystems change – if we work to keep their forests alive.

Extreme hunting efficiency in a carnivorous bat.

The Conversation

Leonie Baier has received funding from the European Union’s Horizon 2020 research and innovation
program (Marie Skłodowska-Curie Actions) and the Smithsonian Tropical Research Institute.

ref. Tiny recording backpacks reveal bats’ surprising hunting strategy – https://theconversation.com/tiny-recording-backpacks-reveal-bats-surprising-hunting-strategy-271996

Nanoparticles and artificial intelligence can help researchers detect pollutants in water, soil and blood

Source: The Conversation – USA (2) – By Andres B. Sanchez Alvarado, Ph.D. Candidate in Chemistry, Rice University

Nanoparticles on a glass slide amplify the sensitivity of a microscope to detect trace amounts of hazardous pollutants. Brandon Martin/Rice University

Across the U.S., hundreds of sites on land or in lakes and rivers are heavily contaminated with hazardous waste produced by human activity. Many of these places, designated as Superfund sites by the Environmental Protection Agency, can be found in Houston, Texas, the city where my colleagues and I live and work.

Hazardous contaminants present at these sites that can increase the risk of cancer – such as polycyclic aromatic hydrocarbons, or PAHs – are pervasive in soil and water. Detecting these contaminants is only the first step to cleaning them up and keeping the environment safe.

The EPA’s standard methods for analyzing water samples from a well, for example, involve expensive techniques that must be carried out in a separate location, taking weeks.

Our chemistry research group develops new methods that are more accessible and portable to detect toxic pollutants in soil, water and even blood.

My colleagues and I use machine learning methods to detect individual compounds in mixtures without separating them and to automatically identify those compounds by comparing them to a digital database. With machine learning we can streamline analysis of a contaminated site, detecting hazardous pollutants faster and on-site, for more efficient environmental monitoring.

Nanomaterials are extra sensitive

Imagine trying to look at the end of a strand of your hair head on. You would barely see the width of the tiny filament. Now try to imagine a material that is 1,000 times smaller than the width of that hair strand. You wouldn’t see anything at all. My research uses microscopic objects known as nanoparticles that are about that size.

These nanoparticles interact with light in unique ways – kind of like how a magnifying glass focuses sunlight. Any substances near the nanoparticles are exposed to this focused light. We take advantage of this property by shining a beam of infrared light on the nanoparticles, so the substances around them absorb the intense light and generate a signal. We can detect the signal with a spectrophotometer: an instrument that measures the amount of light of a specific frequency.

Any toxic pollutant near the nanoparticles will absorb more of that infrared light than it normally would, enhancing the signal that we can measure. This process occurs only when the pollutant is close to the nanoparticles’ surface. But even the smallest concentrations of these pollutants can be detected using the nanoparticles’ enhancement, if they’re nearby.

In our laboratory, I make the nanoparticles using solutions of metal salts. I then dissolve them in a liquid to make an ink, which I then paint onto glass microscope plates. After the ink dries, I am left with nanoparticles packed together on the surface of the glass, like beads on a diamond painting kit.

A gloved hand holding a tube containing reddish-green liquid.
Nanoparticle ‘ink’ used for sample preparation shows the special way these nanomaterials interact with light. From a certain angle the liquid looks red, and from another, green.
Brandon Martin/Rice University

Once the nanoparticle painting is ready, I add a drop of contaminated water on top of the tinted glass and let it dry again. During this process, the contaminant molecules stick to the nanoparticles. Once dry, I slide the glass inside a spectrophotometer and measure the light absorbed and emitted by the pollutants on the nanoparticles.

The specific frequencies of light that a compound absorbs and emits are like a signature. Each contaminant will have a different signature that we can use to identify them in the water.

A diagram showing light, indicated by a wavy arrow, entering a cluster of nanoparticles and being amplified by molecules on the particles' surface
A schematic representation of the nanoparticles on a glass slide, as they are irradiated by infrared light. The molecules stuck to the particles’ surface amplify the light they can absorb, making even trace amounts of a compound detectable.
Andres B. Sanchez Alvarado

Machine learning simplifies the analysis

Sometimes, the contaminated water contains a mix of many different compounds, which complicates the analysis. Each compound will absorb light, and they might absorb similar wavelengths. To prevent this interference, scientists usually need to use sophisticated techniques to physically separate out each compound. These techniques can be time-consuming, so our team wanted to figure out how to circumvent this step.

We partnered with computer scientists who have been designing tailored algorithms that use machine learning. These programs take the data from our measurements and find patterns so subtle that even the most skilled analyst would miss them.

The left photos shows a gloved hand holding a jar full of water, the right shows a gloved hand holding a small tube of clear liquid.
Researchers first sample water or soil from a site. Then they analyze the sample using the combination of spectroscopy and machine learning to identify any pollutants present.
Brandon Martin from Rice University

These methods can simplify the data and extract the most significant characteristics from each compound. These distinctive characteristics help the computer distinguish the individual compounds present in a mixture, bypassing any physical separation stage in the analysis. Computer scientists can make these algorithms so sophisticated that we don’t even need to train the machine before analyzing a sample.

We can use our nanoparticles to measure water or soil polluted with a toxic contaminant, feed the data into the algorithms, and the machine will find the most important features and match them to a reference database. This analysis takes only a few hours, making it at least twice as fast as standard methods.

However, our method is far from perfect. One of the biggest challenges we face is optimizing the nanoparticles’ composition for different classes of contaminants. It can take different nanoparticles to enhance the detection of different pollutants. We also have to tweak the algorithm to look more closely for different signatures in the data.

This method could screen a site for broad classes of contaminants that are similar in chemical structure. Subsequently, in the future a specific type of nanoparticle and a more refined model could be used to identify each specific pollutant molecule.

Streamlined analysis can get the job done

Analyzing contaminants in the environment helps detect the presence of hazardous pollutants, and doing so efficiently can prevent exposure to people. The techniques our group uses to detect contaminants and analyze the data have been used in the field with portable instrumentation by other researchers. These portable instruments are still cheaper than those required for standard techniques.

Currently, our team is exploring the use of these machine learning-enhanced methods in different environmental contexts. We’ve analyzed other types of samples, such as water and air from contaminated sites. We are working on expanding the scope of analysis to a wider range of hazardous pollutants. We also collaborate with toxicologists and environmental engineers in the Texas Medical Center, with the goal of transferring this technology as an alternative method for environmental and public health agencies.

To that end, we’ve filed a patent for our method that combines spectroscopy and machine learning to analyze complex samples. While our team is not currently pursuing commercialization of this technology, it is a possibility down the road.

Still, detection is not the end for environmental safety. After a hazardous pollutant has been identified, a site must be investigated to decide how to clean it up. Our motivation is to streamline the process of detecting and identifying contaminants. The faster we can detect a hazardous substance, the faster we can prevent future emissions and begin cleanups.

The Conversation

Andres B. Sanchez Alvarado participated in research into combining spectroscopy and ML to analyze complex samples, which has a patent pending.

ref. Nanoparticles and artificial intelligence can help researchers detect pollutants in water, soil and blood – https://theconversation.com/nanoparticles-and-artificial-intelligence-can-help-researchers-detect-pollutants-in-water-soil-and-blood-271149

Former Harvard president Summers’ soft landing after Epstein revelations is case study of economics’ trouble with misbehaving men

Source: The Conversation – USA (2) – By Yana van der Meulen Rodgers, Professor of Labor Studies, Rutgers University

Larry Summers, center, is surrounded by the media in 2005 amid calls for his resignation. Jodi Hilton/Getty Images

Economist Larry Summers will resign from his tenured job as a professor at Harvard University, the school announced on Feb. 25, 2026, following heightened scrutiny of his ties with the late convicted sex offender Jeffrey Epstein. Summers will leave at the end of the 2025-26 academic year, with a new title: president emeritus.

It’s a soft landing for his fall from grace.

In November 2025, Harvard launched an investigation of Summers, a former U.S. treasury secretary who previously served as Harvard’s president.

The probe looked into whether Summers and other members of Harvard’s faculty and administration had interactions with Epstein that violated its guidelines on accepting gifts and should be subject to disciplinary action. Summers’ resignation is connected with this ongoing investigation, a Harvard spokesperson told The Hill.

Despite repeated calls by students for Harvard to revoke Summers’ tenure, he held onto his teaching and academic appointments at Harvard until he chose to retire. Students and staff also called for his resignation in 2005 following his disparaging comments about women in science.

“Free of formal responsibility, as President Emeritus and a retired professor, I look forward in time to engaging in research, analysis, and commentary on a range of global economic issues,” Summers said in a statement released on Feb. 25.

Not surprised

As a female economist and a board member of the Committee on the Status of Women in the Economics Profession – a standing committee of the American Economic Association – I wasn’t surprised by the revelations of Summers’ apparent chumminess with Epstein, shocking as they may appear.

After all, it was Summers’ disparaging remarks about what he said was women’s relative inability to do math that led him to agree to relinquish the Harvard presidency in 2006.

And for years, researchers have documented the gender bias that pervades the field of economics.

The title of president emeritus is honorary. It brings with it symbolic recognition and the opportunity to maintain a formal connection to the university. Emeritus status is selective and requires approval at most universities. It’s usually bestowed on retiring professors.

In my view, by conferring this title on Summers, Harvard is signaling that powerful men can outlast gross misconduct with their honorifics intact.

Mugshot of Jeffrey Epstein, left, and headshot of economist Larry Summers.
Documents released in 2025 pointed to close ties between Jeffrey Epstein and Larry Summers.
New York State Sex Offender Registry via AP/Michel Euler

Summers’ ties to Epstein

Summers, until his entanglement in the Epstein scandal came to light, was among the nation’s most influential economists.

But his history of public controversy stretches back to at least 1991, when a memo he wrote while serving as the World Bank’s chief economist appeared to justify sending toxic waste to poorer countries.

Criticism of Summers surged after the House of Representatives released damning messages between Summers and Epstein as part of a dump of more than 20,000 public documents from Epstein’s estate in November 2025.

A series of emails and texts documented how Summers repeatedly sought Epstein’s advice while pursuing an intimate relationship with a woman he was mentoring – while the economist was married to someone else.

Summers was close enough to Epstein that in 2014, the sex offender named the economist as a backup executor for his estate.

The Department of Justice released a much larger tranche of documents in January 2026 in compliance with a law passed by Congress. So far, no major media outlet has reported on any new Summers materials discovered as a result.

Four women hold photos of Jeffrey Epstein aloft.
Protesters hold signs bearing photos of convicted sex criminal and Larry Summers confidante Jeffrey Epstein in front of a federal courthouse on July 8, 2019, in New York.
Stephanie Keith/Getty Images

Harvard’s slow response

The Summers-Epstein exchanges released in November ignited a new round of scrutiny and led to the unraveling of Summers’ prestigious career.

Summers went on leave from teaching at Harvard on Nov. 19 and stepped down from several high-profile boards.

But beyond launching the investigation, Harvard took no decisive action to discipline or sanction Summers. This calculated hesitation, which reflects the institution’s efforts to court funding, power and influence among top donors, appears to have put donor politics above basic accountability.

By contrast, the American Economic Association, the primary professional association for economists, did take swift and harsh action. In an unprecedented move, on Dec. 2, 2025, the AEA announced that it had placed a lifetime ban on Summers from all its conferences and other activities.

Having lots of company

To be sure, Harvard is not the only prestigious university dealing with the aftermath of the Epstein revelations.

The Epstein documents include evidence that administrators and professors at other prestigious colleges and universities like Duke, Yale, Bard, Princeton and Columbia also exchanged messages with Epstein.

As public funding for higher education has eroded, universities have increasingly turned to wealthy donors to underwrite major projects and supplement budgets by endowing professorships and research centers. Epstein appears to have taken advantage of this dependence on rich supporters by presenting himself as someone who could deliver both his own money and access to other affluent donors.

The Epstein files uncovered many email exchanges, meetings and discussions with the sex offender about research and funding opportunities, and they demonstrated how thoroughly the man had embedded himself in academic circles.

Disturbingly, Summers was hardly the only scholar to solicit Epstein’s help in pursuing women.

Among others, Duke University economist Dan Ariely asked him for the contact information of a “redhead” he had met, and Yale computer scientist David Gelernter told Epstein about a woman he called a “v small goodlooking blonde.”

Young women hold signs that say 'Larry Must Go!'
Harvard students and other protesters demand an end to Larry Summers’ Harvard presidency in 2005, after he made disparaging remarks about women in science.
Jodi Hilton/Getty Images

An economics problem

While Summers’ behavior and the reported dynamics between him and a woman he mentored may appear shocking, they are all too common in economics. For years, researchers have been documenting the gender bias that pervades the profession.

The data shows that abuse of power is common among male economists.

A 2019 survey by the AEA documented widespread sexual discrimination and harassment. Almost half of the women surveyed said that they had experienced sexual discrimination, and 43% reported having experienced offensive sexual behavior from another economist – almost always men.

Also, a 2021 study published by the National Bureau of Economic Research documented hostile environments in economics seminars, with female presenters experiencing more interruptions and encountering more patronizing behavior.

In 2024, according to the National Science Foundation, about 1 in 3 newly minted economics Ph.D.s in the U.S. were women, a considerably lower share than in other social sciences, business, the humanities and scientific disciplines. This ratio has changed very little since 1995.

After earning doctoral degrees in economics, women face a leaky pipeline in the tenure track, which represents the highest-paid, most secure and prestigious academic jobs. The higher the rank, the lower the representation of women.

The gender gap is wider in influential positions, such as economics department chairs and the editorial board members of economics journals. Women are also substantially underrepresented as authors in the top economics journals.

This bias not only hurts women who are economists; it can also hamper policymaking by limiting the range of perspectives that inform economic decisions.

Allowing a soft landing

Allowing Summers to commence a dignified retirement while continuing to hold honorifics risks signaling that there are ultimately few consequences at the very top in higher education.

I believe that if colleges and universities want to prove that they are serious about confronting abuses of power within their ranks, they must show that prestige does not entitle anyone, however accomplished, to a soft landing.

Portions of this article appeared in a related article published on Dec. 2, 2025.

The Conversation

Yana van der Meulen Rodgers is a board member of the Committee on the Status of Women in the Economics Association.

ref. Former Harvard president Summers’ soft landing after Epstein revelations is case study of economics’ trouble with misbehaving men – https://theconversation.com/former-harvard-president-summers-soft-landing-after-epstein-revelations-is-case-study-of-economics-trouble-with-misbehaving-men-277025

How the Seattle Seahawks’ sale will score a touchdown for charity 8 years after Paul Allen’s death

Source: The Conversation – USA (2) – By Reid Kress Weisbord, Distinguished Professor of Law and Judge Norma Shapiro Scholar, Rutgers University – Newark

Paul Allen, wearing a gray jacket, salutes the crowd during a celebration of the Seattle Seahawks’ Super Bowl victory in 2014. AP Photo/Ted S. Warren

When Microsoft co-founder Paul Allen died on Oct. 15, 2018, he left behind an estimated US$26 billion that he wanted to largely leave to charity.

Allen died at 65 of septic shock after a yearslong cancer battle. He’s back in the news because his estate is finally selling an asset that represents nearly a quarter of his fortune: the Seattle Seahawks football team, which he bought in 1997 for roughly $200 million.

The sale of the 2014 and 2026 Super Bowl champions could fetch more than $6.5 billion – a potentially record-breaking sum.

Allen never married and he had no children. His sister, businesswoman Jody Allen, is his estate’s trustee and executor. She’s now overseeing the Seahawks’ sale.

As law professors who study the transfer of property after death, we can explain why it often takes a long time for complex estates to settle following the death of ultrawealthy people.

Settling the estates of billionaires

When most people die, the distribution of any wealth they leave to their heirs or charitable causes can be relatively straightforward.

If all goes well, the process will take a few years at most. Homes, vehicles, bank accounts and retirement assets can usually be relatively quickly sold or transferred to members of the family or friends of the deceased.

When people hear that an estate is still being sorted out years after someone’s death, they often assume that big disputes have interfered with the settlement process.

Indeed, high-profile celebrity estates, including those that celebrity musicians such Prince and Aretha Franklin left behind, have been delayed by legal battles.

But delays are common even without conflicts, particularly when an estate is very large or complex.

Similar to sprawling empires

As you might imagine, billionaires’ estates are different. They tend to be more like sprawling business empires than what your beloved aunt left behind when she died. Multibillion-dollar estates usually take many years to unwind because they involve complex assets that are hard to assess and sell.

Some of Allen’s holdings, for example, were patents, which often complicate estate administration because intellectual property rights can be difficult to value for tax purposes.

Although the contents of Allen’s will were made public in 2018, the specifics of his estate plan remain confidential.

That’s because he used a private family office to manage his wealth – and he left all of his property owned at death to a private trust.

The specific terms of that trust aren’t publicly known, but his family foundation continues to support charitable causes tied to the arts, the environment and the engagement of young people in civic life.

An ecstatic woman holds a shiny trophy aloft while a man behind her pumps his fist into the air.
Jody Allen, the sister of the Seattle Seahawks’ late owner Paul Allen, lifts the Vince Lombardi Trophy as she celebrates with head coach Mike Macdonald after the Seattle Seahawks won their second Super Bowl in 2026.
Josh Edelson/AFP via Getty Images

Unwinding unusual assets

Sports teams, while clearly valuable, are infrequently sold. That makes them some of the hardest assets to get rid of after an owner’s death.

Jody Allen, as her brother’s executor and trustee, has a legal obligation to sell the team for as much money as possible, which requires careful timing and good business judgment when appraising the asset’s fair market value.

She managed the sale of another sports franchise Allen owned, the NBA’s Portland Trail Blazers, in 2025. The reportedly $4.25 billion deal brought the estate revenue that’s also slated for charity. The timing of the Seahawks’ pending sale – shortly after their latest Super Bowl win – is most likely intended to maximize the amount of money the estate will collect from the eventual buyer.

But some of the National Football League’s rules can complicate a team’s sale.

Other team owners and league officials, for example, must approve any change of ownership. Approval requires the support of more than three-quarters of the league’s other owners.

The NFL also requires all teams to submit a succession plan that explains what will happen if their owner dies to reduce the chance of any disruption that could arise from uncertainty of ownership.

Bulking up his endowment

Once the sale does go through, the money could end up in the foundation Paul Allen co-founded.

Allen donated more than $2 billion during his lifetime to support a wide range of causes primarily tied to medical research, education, the arts and the environment.

Like many ultrawealthy donors, he gave through his own foundation, now called Allen Family Philanthropies.

Six years after his death, it had a roughly $1.4 billion endowment and made more than $62 million in grants annually. Jody Allen, who co-founded Allen Family Philanthropies with her late brother, serves as its board chair and president.

The sale of the Trail Blazers, like the upcoming sale of the Seattle Seahawks, may make his foundation far bigger – leading to even more charitable gifts for years to come.

The Conversation

The authors do not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and have disclosed no relevant affiliations beyond their academic appointment.

ref. How the Seattle Seahawks’ sale will score a touchdown for charity 8 years after Paul Allen’s death – https://theconversation.com/how-the-seattle-seahawks-sale-will-score-a-touchdown-for-charity-8-years-after-paul-allens-death-276577

Drug company ads are easy to blame for misleading patients and raising costs, but research shows they do help patients get needed treatment

Source: The Conversation – USA (3) – By Anna Chorniy, Assistant Professor of Pediatrics, Icahn School of Medicine at Mount Sinai; Institute for Humane Studies

The United States is one of just two countries where drugmakers can advertise directly to patients. BrianAJackson/iStock via Getty Images

It’s a familiar experience for many Americans: You’re watching your favorite show and suddenly you’re ambushed by an ad for a drug whose name sounds like a Wi-Fi password, before a relentlessly cheerful voice tells you to “Ask your doctor” and then blasts through a side-effect list that’s laughably long.

But that might soon change. After nearly 30 years of giving pharmaceutical companies free rein to advertise prescription drugs directly to consumers, U.S. officials are now seeking to curb this practice.

Soon after his appointment in 2025, Health and Human Services Secretary Robert F. Kennedy Jr. stated that he believes direct-to-consumer advertising of prescription drugs has contributed to overmedication and inflated health care costs, and that stronger oversight is long overdue. Meanwhile, politicians on both sides of the aisle have called for banning direct-to-consumer drug ads outright – though the Food and Drug Administration has so far focused on restricting “digital” loopholes and enforcing the laws about advertisement.

As a health economist who studies how health care policies shape decisions made by doctors and patients, I agree that the practice can steer patients toward heavily marketed brands instead of the most appropriate treatment.

But the research on how such advertising affects patients is more nuanced. Many rigorous studies show that these ads can benefit patients’ health by encouraging them to seek lifesaving treatment for conditions such as depression and heart disease and sparking conversations with their doctors. In my view, within the realities of the U.S. health care system, getting rid of direct-to-consumer drug advertising may do more harm than good.

The origins of US prescription drug advertising

Only two countries – the U.S. and New Zealand – allow drug companies to advertise prescription medications directly to the public. Elsewhere, this practice is banned out of concern that short ads cannot adequately explain medical risks and that prescribing decisions should remain under physicians’ control.

And for good reason: Research on risk statements in drug ads on television shows they are often dense, fast-paced and paired with distracting visuals, making them difficult for consumers to understand.

In the European Union, Canada and Japan, for example, manufacturers may run disease awareness campaigns but cannot name specific products.

The U.S. approach to regulating drug advertising evolved gradually over more than a century. Congress’ 1906 Pure Food and Drugs Act was the first major federal step in drug oversight. It required manufacturers to label their products accurately and to disclose the presence of key ingredients.

An old-fashioned illustration of a herald arriving on horseback to a pharmacy to promote Carter's Little Liver Pills
An early 20th-century advertisement for a cure-all medicine called Carter’s Little Liver Pills, made by a Pennsylvania company. In 1959 the Federal Trade Commission made the company take ‘liver’ out of the name.
Wellcome Collection, CC BY

For decades, pharmaceutical marketing focused on physicians by advertising in medical journals, visits by sales representatives and providing free samples. Drug companies still market heavily to physicians, but FDA policies and television changed the calculus.

By the 1960s and ’70s, the reach of mass media prompted companies to communicate complex medical information in brief commercial formats. The 1962 Kefauver–Harris Amendments, which required drugmakers to prove their products were both safe and effective to receive FDA approval, also gave the FDA explicit authority over prescription drug advertising. This allowed the agency to police exaggerated claims and require that promotional materials present a fair balance of benefits and risks, including clear disclosure of known side effects.

In the 1980s, several pharmaceutical companies experimented with marketing drugs directly to consumers in magazines and newspapers. The FDA paused these efforts in 1985 to study their effects but later allowed them to resume.

An opening for television ads

The pivotal change came in 1997, when the agency issued draft guidance that television ads needed to present only major risk information and could direct viewers elsewhere – via phone lines, print materials or websites – for the full details.

Reliable, up-to-date figures are hard to come by, but according to a widely cited estimate, the U.S. pharmaceutical industry now spends more than US$6 billion on direct-to-consumer advertising, roughly twice the amount spent in 2012.

In September 2025, the FDA announced it would revoke this change, restoring pre-1997 standards for fuller disclosure, and would more aggressively enforce currently existing rules for direct-to-consumer drug advertising. Despite growing interest from policymakers and Congress to ban them outright, a total ban likely would not survive a Supreme Court challenge.

How direct-to-consumer ads affect patients

Studies show direct-to-consumer drug advertising increases demand for medications and prompts more doctor visits and diagnoses. Policymakers and the FDA specifically have raised concerns that these ads mislead patients, encouraging them to overuse or inappropriately use drugs and choose more expensive treatments over less costly alternatives. This, in addition, could raise drug prices and result in wasteful spending. But research convincingly demonstrating this has been difficult to come by.

For example, a 2023 analysis showed that drug companies spend more on advertising drugs that have been rated as having relatively lower clinical benefit than on drugs that offer higher clinical benefit. This may imply, according to the authors, that drug companies are trying to steer patients to drugs that physicians would be less likely to prescribe.

Interestingly, though, rigorous research showed that direct-to-consumer advertising increases prescribing of both advertised and nonadvertised drugs – suggesting that overall this increase is serving patients.

U.S. health officials are moving to restrict direct-to-consumer drug advertising.

Demonstrated benefits

For all the criticism that these ads are deceptive, the evidence indicates they can generate substantial clinical benefits for patients.

Research finds that ads bring patients into care, while leaving prescribing decisions largely in physicians’ hands, resulting in more patients being diagnosed and treated. For example, according to a 2022 study on antidepressants, advertising encouraged more people to start treatment and expanded overall use, especially for underdiagnosed conditions.

During the 2008 election season, political ads displaced drug commercials, providing a natural experiment on the effects of direct-to-consumer drug advertising. One study probed that period to examine ads for cholesterol-lowering medications known as statins, which are some of the most widely prescribed medications in the U.S. It found that removing drug ads reduced sales.

That study also ran a simulation banning drug ads entirely to show that doing so would have reduced new statin users by about 600,000 in 2008. Combining their estimates with clinical evidence on the drug’s benefits, the researchers found that health gains from additional treatment outweighed the costs of advertising.

Another study took advantage of the rollout of Medicare Part D, which helps cover the cost of prescription drugs, as a natural experiment. After Part D expanded drug coverage, pharmaceutical advertising increased more in areas with larger Medicare populations. In those areas, researchers found that more patients began treatment and stuck with it.

Importantly, the number of prescriptions also rose for nonadvertised drugs, including lower-cost generics, suggesting that advertising expanded overall treatment rather than simply shifting patients to heavily promoted brands.

It’s easy to single out pharmaceutical ads aimed at patients, but they are only one piece of a complex health care system – one in which drug manufacturers, providers, insurers and pharmacies all have financial incentives that shape which medications patients can access.

For example, drug company marketing directly to physicians does skew prescribing, increasing drug costs, with little evidence that patients receive better or more appropriate treatment as a result. Yet in the absence of direct-to-consumer advertising, patients’ choices of medications would be more heavily controlled by that dynamic.

The challenge for policymakers will be to curb misleading promotion without cutting off patients’ access to reliable information or undermining their role in directing their own care – and that will likely require addressing broader issues in the health care system.

The Conversation

Anna Chorniy does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Drug company ads are easy to blame for misleading patients and raising costs, but research shows they do help patients get needed treatment – https://theconversation.com/drug-company-ads-are-easy-to-blame-for-misleading-patients-and-raising-costs-but-research-shows-they-do-help-patients-get-needed-treatment-265724

There aren’t enough geriatricians – here’s how older adults can still get the right care

Source: The Conversation – USA (3) – By Jerry Gurwitz, Professor of Geriatrics, UMass Chan Medical School

Geriatricians are trained to look beyond individual illnesses that older adults may face, and instead to look at the bigger picture of aging. MoMo Productions/DigitalVision via Getty Images

More than 70 million baby boomers – those born between 1946 and 1964 – are alive today. In 2026, the oldest of them are turning 80.

With longer lives often comes more complicated health needs: multiple chronic conditions, long lists of medications, balance problems that can increase the risk of falls, and changes in memory. Many older adults also begin relying more on spouses, children or other family members to help manage medical decisions.

Ideally, health care in later life should go beyond just treating individual diseases and medical conditions. It should aim to help older people maintain health, independence and optimal quality of life for as long as possible.

Doctors and nurse practitioners trained in geriatrics specialize in doing exactly that. As a geriatrician for nearly four decades, I’ve seen how the right care for older people can prevent falls, reduce risk of medication side effects and help patients make medical decisions that reflect their goals and wishes.

The problem? There just aren’t enough of us. Finding a health care provider with expertise in geriatrics can be extraordinarily difficult. But there’s good news: You can use a few simple strategies that geriatricians rely on to have more productive conversations with your or your family member’s doctor.

A whole-person approach to aging

Geriatricians are trained to see the bigger picture of aging. They don’t just treat individual diseases – they also focus on preserving independence, function and safety. That includes addressing memory changes, balance problems, complex medication regimens and the difficult trade-offs that often come with complicated medical decisions.

Older adult couple speaking with a doctor
New symptoms in older adults should not just be blamed on aging.
Morsa Images/E+ via Getty Images

A geriatrician can help patients and their families weigh whether a test or procedure will truly improve their patient’s life. Specialists in geriatrics know that most falls have multiple causes – and that practical steps like reviewing medications or improving home safety can prevent the next one.

They also recognize that in older adults, new symptoms should not be blamed simply on aging. Sometimes they can be due to drug side effects. For example, stopping certain sleep medications can reduce confusion and daytime drowsiness, and limiting or avoiding use of opioids for pain relief can prevent debilitating constipation.

Unfortunately, geriatrics is a specialty with a dearth of providers. Nationally, there are fewer than 12 geriatric physicians and 10 geriatric nurse practitioners per 100,000 older Americans. In many rural areas, there are none. And the shortage is unlikely to improve anytime soon. That’s because medical students and advanced practice nurses rarely choose to specialize in geriatrics, and many medical schools provide no formal training in the care of older adults.

This means most older adults will be cared for by clinicians without specialized geriatric training. But older patients and families can still steer care in the right direction by using a straightforward framework geriatricians follow called the “5Ms.”

A geriatrician’s framework

This mnemonic captures the core principles of optimal geriatric care. The letters stand for mind, mobility, medications, multicomplexity and matters most. The importance of each of these essentials of care for older adults may seem obvious, but it’s amazing how often they are overlooked when doctors without training in geriatrics take care of their older patients. Here’s how you can think about them in speaking with your doctor:

Mind: About 10% of adults age 65 and older have dementia, and another 22% have mild cognitive impairment. If you’ve noticed changes in your memory – forgetting appointments or conversations, forgetting to take medications, struggling with bills or relying more on family for help with tasks you once handled easily – bring it to your doctor’s attention. These concerns don’t always surface unless you mention them. When doctors know about memory problems, they can check for treatable causes, adjust medications or recommend further evaluation and lifestyle changes that may be of benefit.

Aging well means maintaining health, independence and optimal quality of life for as long as possible.

Mobility: Each year, about a third of older adults report at least one fall, and 1 in 10 suffer a fall-related injury. Make sure to tell your health care provider if you have fallen, feel unsteady when standing or walking, or if you worry about falling. Request advice about how you can improve strength, flexibility and balance to reduce the risk of falls and serious injury.

Medications: Four out of every 10 Americans age 65 and older take five or more different medications every day, and 1 in 10 take 10 or more. Any new symptom in an older person could be due to a drug side effect of their medication. So don’t be afraid to ask whether every medication you are taking is absolutely necessary, or whether a new symptom you are experiencing might be a side effect. If you see multiple health care providers who each prescribe medications to you, ask for a comprehensive review of your medications to make certain that nothing is being missed and all your drugs and dosages are appropriate.

Multicomplexity: About 75% of older adults live with two or more chronic medical conditions. When you are followed by several specialists – who limit their focus to a single disease – your care can become fragmented. That often means long medication lists, frequent tests and recommendations that don’t always fit together. A whole-person approach looks at how everything connects. You and your family can help by asking your primary health care provider to step back and review the full picture – all medications, all specialists and any upcoming tests – and help coordinate a clear, organized plan that is best for you.

Matters most: Asking yourself to pin down what matters most to you is a simple but powerful way to help your doctors understand what to prioritize in thinking through your care. With that information, your doctor can look beyond focusing on any one disease or condition and instead work with you to support your personal goals for a good old age. Maybe it’s being able to walk to the mailbox without falling. Or staying in your own home for as long as possible. Or avoiding medications that make you sleepy or confused. Or staying out of hospitals and emergency rooms. Whatever it is, it’s important to have your health care provider focus on your own priorities.

Aging well is not about having more doctor’s appointments or medical tests, nor is it about taking more medications. It’s about getting the kind of health care that will maintain function, independence and quality of life into old age. You may not be able to find a geriatrician, but you can definitely help your doctor better understand the care that’s right for you or your loved one.

The Conversation

Jerry Gurwitz receives funding from the National Institute on Aging. He serves as a paid consultant to United Healthcare.

ref. There aren’t enough geriatricians – here’s how older adults can still get the right care – https://theconversation.com/there-arent-enough-geriatricians-heres-how-older-adults-can-still-get-the-right-care-269789

Will AI accelerate or undermine the way humans have always innovated?

Source: The Conversation – USA – By R. Alexander Bentley, Professor of Anthropology, University of Tennessee

Technological innovation has always relied on experts collaborating across time and geography. EtiAmmos/iStock via Getty Images

In graduate school, my experimental archaeology professor told a student to create a door socket – the hole in a door frame that a bolt slides into – in a slab of sandstone by pecking at it with a rounded stone. After a couple of weeks, the student presented his results to the class. “I pecked the sandstone about 10,000 times,” he said, “and then it broke.”

This kind of experience is known as individual learning. It works through trial and error, with lots of each. Also known as reinforcement learning, it is how children, chimpanzees, crows and AI often learn to do something on their own, such as making a simple tool or solving a puzzle.

But individual learning has limits. No matter how much someone experiments through trial and error, improvement eventually hits a ceiling. Humans have been throwing javelins for a few hundred thousand years, yet performance has largely plateaued. At the 2024 Olympics in Paris, the gold medal javelin throw was about 5% shy of Jan Železný’s 1996 record. The level of expert play in the strategy game Go was essentially flat from 1950 to 2016, when artificial intelligence changed the equation.

Throughout humanity’s existence, these limits on individual learning have not applied to technology. Since IBM’s Deep Blue defeated world chess champion Garry Kasparov in 1997, supercomputers have become a million times faster – and now routinely outperform humans in chess and many other domains.

Why is technological improvement so different? My work as an anthropologist on cultural evolution and innovation shows that, unlike individual performance, technology advances through combination and collaboration. As more people and ideas connect, the number of possible combinations grows superlinearly. Technological innovation scales with the number of collaborators.

My new book with anthropologist Michael J. O’Brien, “Collaborators Through Time,” reveals these patterns across human existence. It traces how 2 million years of technological traditions progressed through collaboration among specialists, across generations and with other species.

Expertise has been the key. Because traditional communities know who their experts are, specialization and collaboration have consistently underpinned human success as a species.

I’d summarize our insight into how technology keeps advancing as TECH: tradition, expertise, collaboration and humanity.

Acheulean hand axes are one of the earliest technologies humans developed.
Didier Descouens/Wikimedia Commons, CC BY-SA

Traditions and expertise – the critical foundation

The longest technological tradition documented by paleoanthropologists was the Acheulean hand axe. The multipurpose stone tool was made by our hominin ancestors for almost a million years, including some 700,000 years at a single site in eastern Africa. People produced Acheulean tools through techniques they learned, practiced and refined across generations.

Later, small prehistoric societies of modern humans thrived on millennia of specialized knowledge, such as music, thatched roofs, seed cultivation, burying dead bodies in bogs, and making millet noodles and even cheese suitable for interring with mummies.

As early as 22,000 years ago, communities near the Sea of Galilee stored and used more than a hundred plant species, including medicinal plants. Shamans – ritual experts in medicinal knowledge and caregiving – helped their groups survive. Archaeological evidence from burial sites suggests these specialists were widely revered across thousands of years: One shaman woman was interred with tortoise shells, the wing of a golden eagle and a severed human foot in a cave in Israel.

Collaboration – knowledge spanning time and place

Traditional expertise alone does not advance technology. Technological progress occurs when different forms of expertise are combined.

The wheel may have emerged from copper-mining communities. One expert sourced copper from the Balkans, another transported it, another smelted it. By about 4000 B.C., additional specialists cast copper into an early wheel-shaped amulet: shaping a wax model, encasing it in clay, firing it in a kiln, pouring molten metal into the mold, then breaking the mold away.

Transport technologies reshaped ancient product networks. As communities across Eurasia and Africa built wheeled vehicles and ships, and raised domesticated horses and other pack animals, collaboration expanded across continents. Maritime and overland trade linked blacksmiths, scribes, religious scholars, bead makers, silk weavers and tattoo artists.

Expertise was often distributed between cities and their hinterlands, with cities functioning as hubs in cross-continental product networks. In ancient Egypt, no single community could produce a mummy. Mummification experts at Saqqara drew on a continental network that supplied oils, tars and resins, combining these materials with specialized techniques of antisepsis, embalming, wrapping and coffin sealing.

ancient Egyptian image of a human figure with a dog head
Anubis, god of mummification and the afterlife, depicted in a mummification setting. Mummification materials were sourced from across the continent.
André/Wikimedia Commons, CC BY-SA

Around the world, states and empires – from the Indus Valley Civilization to the Vikings, Mongols, Mississippians and Incas – expanded these networks, serving as hubs that coordinated the exchange of raw materials, specialized knowledge and finished products. These exchanges could be highly specific: Chinese porcelain was shipped exclusively to 12th-century palaces in Islamic Spain via Middle Eastern traders who added Arabic inscriptions in gold leaf.

The scale has changed, but the structure has not. Today, within a global product space, an iPhone is assembled from a distributed network of specialized expertise and facilities.

Humanity – social learning

Today, AI may disrupt the millennia-long pattern of technological advancement through TECH. Most large language models generate statistically common responses, which can flatten culture and dilute expertise and originality. The risk grows as untapped high-quality training data – our reservoir of expertise – becomes scarcer.

This creates a feedback loop: Models trained heavily on low-quality content may degrade over time, with measurable declines in reasoning and comprehension. Some scientists now warn that humans and large language models could become locked in a mutually reinforcing cycle of recycled, generic content, with brain rot for everyone involved. The dystopian extreme is AI model collapse, in which systems trained heavily on their own output begin to produce nonsense.

a grid of images of faces with some photo quality and others distorted cartoon-like illustrations
Images produced by AI that trains on its previous images are progressively degraded.
M. Bohacek and H. Farid, CC BY-SA

Brain rot is one reason some AI pioneers now question whether large language models will achieve human-level intelligence. But that, I think, is the wrong focus. The key to continually improving AI models is the same one that has sustained human expertise for millennia: keeping human experts in the loop – the E in TECH. Thanks to a kind of “pied piper” effect, an informed minority can guide an uninformed majority who copy their neighbors.

In a classic experiment, guppies, following their neighbors, ended up schooling behind a robotic fish that guided them toward food. A recent study showed that traffic congestion eases when autonomous vehicles make up as little as 5% of cars on the road. In both cases, a small, informed minority reshaped the behavior of the whole system.

Like humans, large language models are social learners, and the learning can go in either direction. Designers can increase the likelihood that models continue to improve by ensuring they incorporate the accumulated lessons of human expertise across history. In turn, this creates the conditions for people and models to learn from one another.

In the 2010s, DeepMind’s AlphaGo rediscovered centuries of accumulated human Go knowledge through individual learning, then went beyond it by crafting strategies no human had ever played. Human Go masters subsequently adopted these AI-generated strategies into their own play.

Well-trained large language models can likewise summarize vast bodies of scientific information, help talk people out of conspiracy thinking and even support collaboration itself by helping diverse groups find consensus. In these cases, the learning flows both ways.

From Acheulean hand axes to supercomputers, human innovation has always depended on tradition, expertise, collaboration and humanity. If AI is tuned to find and trust expertise rather than dilute it, it can become humanity’s next great technology – on par with ancient writing, markets and early governments – in our long story as collaborators through time.

The Conversation

R. Alexander Bentley does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. Will AI accelerate or undermine the way humans have always innovated? – https://theconversation.com/will-ai-accelerate-or-undermine-the-way-humans-have-always-innovated-272246

It’s never too late to learn a language – adults and kids bring different strengths to the task

Source: The Conversation – USA (2) – By Karen Stollznow, Research Fellow of linguistics, Griffith Centre for Social and Cultural Research, Griffith University; University of Colorado Boulder

Adult language learners have an understanding of grammar that can help them learn a new language. But they are also likely to feel more self-conscious as they do so. Bulat Silvia/iStock/Getty Images Plus

There’s a common assumption that if someone starts learning a language when they are very young, they will quickly become fluent.

Many people also assume that it will become much harder to learn a language if they start later in life.

Research into language learning shows that how old someone is when they learn a language does matter, but there is no point at which the ability to learn a language switches off.

While a young language learner can more easily acquire a native accent, adults retain the ability to learn new languages well into later life. Anyone can continue to learn and refine their vocabulary and grammar. Other factors, like motivation, can also play a role for learners of all ages.

I am a linguist and the author of a forthcoming book, “Beyond Words: How We Learn, Use, and Lose Language,” which looks at how language is learned, used and lost across a lifespan — and why age alone does not set hard limits on our linguistic abilities.

Instead, the strategies learners use, the outcomes they achieve most easily, and how others judge their progress can all change over time.

How age shapes language learning

Someone’s age can influence their language learning ability in a variety of ways.

Scientists sometimes talk about sensitive periods, or an early development window in which the brain is especially receptive to certain kinds of input.

When it comes to language, babies and children are particularly sensitive to the sound patterns of speech. They can also pick up on subtle phonetic distinctions that adults struggle to perceive or reproduce.

This helps explain why children who grow up bilingual often sound native in both languages. Accents, more than vocabulary or grammar, are where age-related differences are most pronounced.

Sensitive periods are found in other animals, too, especially birds, which have an early sensitive period for learning their species-specific song from an adult tutor.

After this window closes, learning a new language is still very much possible. But it usually takes more conscious effort and practice.

Studies also show that children exposed to a second language early, roughly before puberty, are more likely to develop nativelike pronunciation and intonation.

Brain imaging research shows that people who learn two languages early in life tend to process both languages in the same parts of the brain. Those who learn a second language later often use slightly different brain areas for each language.

In practical terms, early bilinguals are more likely to switch between languages effortlessly. Later learners may have to more consciously work through their second language, especially at first.

Two boys sit next to each other at a desk in a classroom filled with other children at desks.
Second grade students do classwork during a Spanish-only, dual immersion class in University Hill Elementary School in Boulder, Colo., in 2022.
Glenn Asakawa/The Denver Post via Getty Images

Benefits to learning a language as an adult

Pronunciation is only one part of language proficiency. Adults bring their own strengths to the task.

Unlike young children, adult learners already have a fully developed first language. They also have skills in reasoning and pattern recognition, as well as an awareness of how language works.

This allows adults to learn in a more deliberate way, as they study grammar rules and consciously compare languages. Adults are also more likely to rely on deliberate strategies, such as memorization, to learn a language.

In classroom settings, adults often outperform children in early stages of learning, particularly in reading and writing.

Language learning never truly stops. Even in adulthood, people continue to develop and refine their first language, shaped by their education, work and social environment, and how they use it day to day.

While it may be harder for adults to acquire a nativelike accent later in life, the good news is that grammar, vocabulary and fluency remain well within reach for most adult learners.

Benefits of learning a language as a kid

Children, meanwhile, tend to learn languages implicitly, through immersion and interaction, often without conscious attention to rules.

Social and emotional factors also play a major role in successfully learning a language.

Children are generally less self-conscious than adults and more willing to take risks when speaking.

Adults, by contrast, are often acutely aware of mistakes and may hesitate to speak for fear of sounding foolish or being judged.

Research consistently shows that being willing to communicate is a strong predictor of success in learning a new language. Anxiety, inhibition and negative feedback from others can significantly slow progress, regardless of age.

Accent, bias and social pressure

Other factors, like social pressure and discrimination, matter as someone tries to learn a new language.

Research into language and identity shows that listeners frequently associate accented speech with lower intelligence or competence, despite there being no connection between accent and cognitive ability.

Non-native speakers often experience stigmatization, discrimination and prejudice from native speakers.

This bias can discourage adult learners and reinforce the false belief that successful language learning means sounding native.

Motivation and aptitude matter, too

Motivation is another key factor that affects learners of all ages.

People learn new languages for many reasons: a new country, work, school, relationships or interest in another culture.

Research distinguishes between the different reasons people learn a language. Some are practical, like advancing a career or passing a test. Others are personal, such as wanting to connect with a community, culture or family.

Learners who feel a strong personal or emotional connection to the language are more likely to keep going even when it gets difficult, and they often reach higher levels of fluency than those without this connection.

Other people have a natural aptitude for learning a language and can pick it up easily. Perhaps they quickly notice sound patterns, or they can remember new vocabulary after hearing it once or twice.

Language aptitude is different from intelligence and varies from person to person. Aptitude makes success in learning a language more likely, but it doesn’t guarantee it.

Learners with average aptitude can still become very proficient in new languages as adults if they have consistent exposure, practice and motivation.

Different ages, different strengths

So is it better to learn a second language as a child or as an adult? Research suggests the more useful question is which aspects of language learning, such as pronunciation, fluency or long-term mastery, matter most.

Learning a new language early makes it easier to sound like a native speaker and to use the language smoothly, without having to think about the rules.

Learning that language later in life draws on adult strengths, such as planning, problem-solving and focused practice.

Ultimately, some people pick up languages quickly while others struggle, regardless of how old they are.

Beliefs about language learning shape education policy, parenting choices and how multilingual speakers are treated in everyday life.

When adults are told they’ve missed their chance to learn a language, many never bother to try. When foreign accents are treated as flaws, capable speakers can be unfairly discriminated against.

In fact, research shows that learning a language is possible at any age – it’s a lifelong, achievable journey, rather than a race against the clock.

The Conversation

Karen Stollznow does not work for, consult, own shares in or receive funding from any company or organization that would benefit from this article, and has disclosed no relevant affiliations beyond their academic appointment.

ref. It’s never too late to learn a language – adults and kids bring different strengths to the task – https://theconversation.com/its-never-too-late-to-learn-a-language-adults-and-kids-bring-different-strengths-to-the-task-276583

Fewer new moms are dying in Colorado – naloxone might be one reason why

Source: The Conversation – USA (3) – By Kaylin Klie, Associate Professor of Family Medicine, University of Colorado Anschutz Medical Campus

Overdose is the leading cause of death in postpartum women in Colorado and nationally. Evelyn Hockstein/For The Washington Post via Getty Images

In Colorado, from 2016 to 2020, 33 women who were pregnant or had recently given birth died from accidental overdoses. That’s more than died from traditional obstetric complications like infection, high blood pressure or bleeding combined.

More recent data shows an encouraging turnaround. The number of maternal overdose deaths dropped 60%, from 20 in 2022 to eight in 2023. I think one contributing factor might be increased access to naloxone for moms and families across the state.

As a perinatal addiction medicine physician, I specialize in taking care of pregnant people and families impacted by substance use disorder. Part of the care I provide is prescribing or distributing naloxone directly to patients and their family members. Naloxone is an over-the-counter medication that reverses the effects of opioid overdose.

In this video, the Substance Abuse and Mental Health Services Administration explains how naloxone, an opioid overdose-reversal medication, works in the body.

I served as a member and then co-chair of the Colorado Maternal Mortality Review Committee from 2017 to 2023. The committee reviews every death of a person in Colorado that occurs during a pregnancy or within 12 months of the end of a pregnancy. I personally reviewed the records of Colorado mothers who died from overdoses.

In Colorado, unintentional overdose and suicide have been the top two causes of maternal mortality each year since 2016. Nationally, the leading cause of maternal mortality is overdose, followed by homicide and then suicide.

Almost all overdose deaths occur in the community, outside of a medical center: in homes, cars and public places. In almost all circumstances, the review committee determined that if naloxone had been present, there was a good chance the mother would have survived.

Giving naloxone directly to patients and families

In 2023, The Naloxone Project, a nonprofit, started distributing naloxone directly to pregnant and postpartum moms and their families before leaving one of the 48 birthing hospitals in Colorado. The distribution is through a program called the Maternal Overdose Matters Initiative, also known as MOMs. The initiative was in direct response to the number of women dying from overdose during pregnancy or within a year after pregnancy.

The Naloxone Project was started in Colorado in 2021 by an emergency and addiction medicine physician. The project distributes naloxone directly to patients in Colorado hospital emergency rooms at risk for opioid overdose.

To date, The Naloxone Project has distributed more than 2,500 naloxone kits to 107 hospitals to give to patients across the state. The project also works to normalize the conversation about opioid overdose and prevention in health care settings. It’s grown, and now it has chapters in 16 states.

Naloxone can make recovery possible

The American Society of Addiction Medicine defines substance use disorder as “a treatable, chronic medical disease involving complex interactions among brain circuits, genetics, the environment and an individual’s life experiences.” People with the disease of addiction can, and do, recover – but only if they can stay alive to receive the support and treatment they need.

A woman in a blue shirt holds up a clear tube in a demonstration.
Rachel Lambert, a recovering heroin user, demonstrates how to administer naloxone.
Michael S. Williamson/The Washington Post via Getty Images

Research shows direct distribution of naloxone to people, families and communities saves lives. Access to naloxone gives people, including Colorado moms, a literal second chance at life.

Naloxone for more than substance use disorder

While people with substance use disorder are at the highest risk for overdose, they’re not the only ones. In 2024 alone, 1,603 people died of accidental opioid overdoses in Colorado.

Prescription opioids, such as oxycodone, hydrocodone and morphine, are commonly prescribed after a surgery, including C-sections. Opioids like these taken at home, even with a prescription, can be a source of accidental overdose. For example, a person prescribed these medicines may take too much at once or have an unexpected interaction with other medications or alcohol.

Accidental overdose also occurs in people the prescription was not intended for. That includes children who find medications in their homes. In Colorado, 17 children died from opioid overdoses in 2024.

Today, parents leaving the hospital with their new baby are given naloxone and education. They learn about safe storage and disposal of medications, how to recognize an opioid overdose, and how to give naloxone in case of emergency. Nasal-spray naloxone, the most common form provided by The Naloxone Project, is safe for all ages, including infants and toddlers.

Naloxone as a standard of care

Caring for people impacted by substance use disorder has convinced me that naloxone has a place in every home, school and workplace in our community.

Recognizing and responding to opioid overdose, including giving naloxone, is now a standard part of Basic Life Support training. Opioid overdose reversal is now seen as a critical, lifesaving skill comparable to CPR. Including this skill in training empowers bystanders to intervene.

A man with tattooed arms holds a small plastic device to the nose of a man lying on the floor.
Justin, a participant in a class on opioid overdose prevention, practices with naloxone on teacher Keith Allen.
Spencer Platt/Getty Images

For some of my patients, receiving naloxone during an overdose event gave them a chance to seek treatment and enter long-term recovery from substance use. Opioid use disorder treatment includes evidence-based medication for opioid use disorder, such as methadone, buprenorphine or naltrexone, residential or intensive outpatient treatment, individual therapy and peer support services, especially programs designed for pregnant and parenting moms.

How these facets of treatment come together in an individual person’s journey is unique. As much as I seek to individualize treatment plans, naloxone is for everyone. It can build a bridge between despair and hope — life and death — and as the data shows, it might be a part of saving Colorado moms’ lives.

The Conversation

Kaylin Klie receives funding from Colorado State Opioid Response funding. She is affiliated with The Naloxone Project as the Physician Lead for MOMS Plus.

ref. Fewer new moms are dying in Colorado – naloxone might be one reason why – https://theconversation.com/fewer-new-moms-are-dying-in-colorado-naloxone-might-be-one-reason-why-273761