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The Science Behind Why We Snore, and a Possible Fix, Revealed in New Study
A landmark 3D airway simulation from Sweden's KTH Royal Institute of Technology reveals that habitual snoring is driven by rhythmic air pressure vibrating the soft palate like a clarinet reed, with ai...
Vanderbilt Health-led team maps gene variants that can cause sudden death
Vanderbilt Health researchers have created a “map” of 1,757 genetic variations that can trigger a life-threatening heart rhythm disorder called long QT syndrome.
Rangers Find Their Offensive Rhythm In Win Over Ducks
The New York Rangers’ offense came alive on Monday night at Madison Square Garden, en route to a decisive 5-2 victory over the Anaheim Ducks.
Paul George welcomes playing under Joe Mazzulla, Boston Celtics challenges
"It's been a fun challenge," said the Fresno State alum. "How can I be myself, how can I find rhythm."
Scientists Uncover a Hidden Factor That Could Change How We Manage Diabetes
Timing may matter in insulin-treated type 2 diabetes; patients with the steadiest daily rhythms were 2.3 times as likely to meet blood sugar goals, while afternoon activity was linked to smaller swings. People with type 2 diabetes who use insulin need to keep blood glucose from climbing too high or falling too low. In a
What causes sleep paralysis; health indicators of Alzheimer's diagnosis; sober October; plus other stories with Vanderbilt Health sources
(iStock) Food and Wine interviewed Peter Martin, MD, Professor of Psychiatry and Behavioral Sciences, for a story about sober October. William Schaffner, MD, Professor of Preventive Medicine, was quoted in CNN International’s Connect the World with Becky Anderson and NewsNation Morning in America for stories about the reported plague situation in Russia, after a laboratory worker at an institute in Siberia dedicated to studying the plague and other infectious diseases died of a mysterious illness. Prevention interviewed James McGuirk, MD, Assistant Professor, Division of Sleep Medicine, for a story about what causes sleep paralysis. Modern Healthcare interviewed Daniel Fabbri, PhD, Associate Professor of Biomedical Informatics and Computer Science, for a story about how health systems are managing AI token costs. WNKY interviewed Ziv Beckerman, MD, Associate Chief of Pediatric Cardiac Surgery, Surgical Director of Pediatric Heart Transplantation in the Golisano Pediatric Heart Institute at Monroe Carell Jr. Children’s Hospital at Vanderbilt about rapid recovery with extended ultra oxygenated preservation (REUP) that is a new form of preservation for heart organs. Ray Romano, PhD, MPH, MSN, Nurse Practitioner, Vanderbilt Memory & Alzheimer’s Center, was quoted Prevention about research that found other health issues may be an early indicator of Alzheimer’s.
LaMelo Ball Gives Timberwolves New Way to Use Rudy Gobert
The Minnesota Timberwolves have already seen how quickly a physical defense can disrupt actions built around Rudy Gobert's screens. Against Detroit, that pressure kept Minnesota from finding the offensive rhythm it had established against New York. LaMelo Ball Gives Timberwolves New Way to Use Rudy Gobert For a team with major ambitions, the problem extends …
Sudden Cardiac Arrest Awareness Month with HCA Midwest Health
Cardiac Electrophysiologist Dr. DJ Lakkireddy with HCA Midwest Health and the Kansas City Heart Rhythm Institute joins Shane and Kerrigan to discuss the importance of Sudden Cardiac Arrest Awareness Month.
Scientists Create a Nuclear Clock So Precise It Barely Loses a Second in 30 Million Years
A self-stabilizing nuclear clock has achieved precision equivalent to roughly one second in 30 million years, though it still trails the best optical atomic clocks. For a clock that keeps time with laser light, even a slight shift in the laser’s frequency changes its rhythm. Researchers in Vienna have now built the world’s first nuclear
Gasperini ready to rely on Mora in Como showdown
Roma played a test match against Sorianese yesterday at Trigoria to maintain their rhythm and prepare for Sunday’s 12:30 pm match away to Como. The final score was 20-0. Everyone was present except ...
Steering complex rhythms
Nature Computational Science - A recent study reports a property-first computational strategy, identifying coordinated parameter changes that can tune several features of a complex oscillator at...
Scott McTominay returns to Napoli training after heart procedure
McTominay was diagnosed with a mild, benign arrhythmia in September
Premier League Gameweek 5 Review: Biggest Talking Points and Takeaways
Gameweek 5 of the English Premier League season delivered another weekend full of talking points, with several results catching the attention of fans across the country. There were big wins, surprise results and some disappointing performances as teams continued to find their rhythm early in the season. Arsenal suffered a heavy defeat away to Brighton […]
Scientists changed how zoo lions eat. Their wild side came out
Giving zoo lions whole carcasses on a feast-and-fast schedule appears to bring out more natural behavior. The lions spent nearly three times longer feeding, engaged in more tearing and manipulating of food, and rested more heavily after meals. Their activity then increased gradually during the fasting period, closely resembling the rhythm seen in wild lions.
AMO Pharma in Collaboration with Population Health Research Institute (PHRI) and Venca Research Inc. Announces FDA Advice on Potential Phase 3 Development Path for AMO-02 in Treatment of Arrhythmogenic Cardiomyopathy (ACM)
/PRNewswire/ -- AMO Pharma Limited ("AMO Pharma"), a privately held clinical-stage specialty biopharmaceutical company focusing on rare genetic disorders with...
Rams' Sean McVay Admits Team Has a Rhythm Problem
Los Angeles Rams head coach Sean McVay admitted that the team is dealing with a rhythm problem.
Three Last-Minute Packers vs. Buccaneers Predictions
Green Bay Packers' Jordan Love seeks rhythm against a winless Tampa Bay Buccaneers squad with undrafted rookie Jalon Daniels leading the charge.
Trinity Health Foundation to host free nursing education event
The Trinity Health Foundation will present the Dr. V.R. Alla Nursing Symposium from 5:30-8:15 p.m. Tuesday, Oct. 13, at the Rhythm City Casino Resort in Davenport. The event will bring together nursing professionals from across the Quad Cities for an evening focused on elevating the nursing profession, sharing the realities of frontline care and promoting […]
Are we getting closer to bringing people back after death? Inside the science of resuscitation
For most of history, a heart that stopped beating marked the practical end of life. Modern medicine has changed that. CPR can keep blood moving, defibrillators can restart certain heart rhythms, machi...
Sage’s Financial Symphony: Unveiling Business’ Hidden Rhythm
Aaron Harris, Chief Technology Officer at Sage, explains how Sage and Loud Numbers use Financial Symphony to make AI finance transparent
SURI: The Seventh Note launches October 30
PlayStation India Hero Project-supported rhythm action platformer SURI: The Seventh Note will launch for PlayStation 5 and PC via Steam on October 30 for $19.99 / £15.99 / €19.99 / ¥3,190, develope…
Broncos offense knows it needs to start faster
Denver’s offense has struggled to find its rhythm early, and the Broncos know they need to be better from the start.
Arizona at Washington State: Players of the Game
Saturday night saw the Arizona Wildcats travel to Pullman, Washington to take on the Cougars of Washington State. After a pretty up and down first half, the ‘Cats settled down and found their rhythm in the second half, winning a hard-fought contest 34-24. Even with the inconsistencies, there were plenty of clutch plays and career […]
“Same confidence”: Ho targets response after West Ham
Tottenham Hotspur return to league action on Sunday against Aston Villa, with Martin Ho using Friday’s press conference to reflect on how rotation disrupted his side’s rhythm in their last outing ...
Essentia Health-Fargo opens $2 million suite to expand heart rhythm care
FARGO (KFGO) - Essentia Health-Fargo has opened a second electrophysiology procedural suite, a $2 million expa...
Distant time crystals can somehow fall into the same rhythm
Researchers have shown that multiple time crystals inside a semiconductor can synchronize their oscillations, much like pendulum clocks gradually falling into the same rhythm. The coupling is carried by spin-polarized electrons, allowing time crystals separated by up to 40 micrometers to lock to a common frequency. The discovery reveals surprisingly long-range connections between these exotic spin systems and could help researchers develop future spin-based devices.
Vikes Views: Sunday King
The Minnesota Vikings visited the Chicago Bears and the result was the same as it has been for quite a while now: a Vikings victory. Minnesota has now won seven consecutive games at Soldier Field, a stadium that used to be a house of horrors for Vikings fans. The offense never really found its rhythm, […]
Michigan Dominates UTEP In Second Half In 52-17 Beatdown
The Wolverines struggled to find their rhythm early, but Michigan exploded for 28 points in the third quarter behind an efficient performance from quarterback Bryce Underwood.
Stevie Wonder and the Politics of Rhythm
Lee Humber looks at the legacy of Stevie Wonder In September 1976, exactly fifty years ago this month, Stevie Wonder released Songs in the Key of Life (SKL).
Sentara Health Selects GW RhythmX to Advance the Next Era of Primary Care
GW RhythmX, the AI-powered precision care and patient engagement company, today announced that Sentara Health has selected the company for a pilot initiative focused on advancing the future of primary care through real-time, patient-specific clinical intelligence.
Sentara Health pilots GW RhythmX's AI precision care platform to support emerging primary care models
Not-for-profit health system Sentara Health is moving beyond administrative automation to test artificial intelligence-powered clinical care directly during primary care visits. | Not-for-profit health system Sentara Health is moving beyond administrative automation to test artificial intelligence-powered clinical care directly during primary care visits.
AFib is On the Rise: Dignity Health experts highlight warning signs
Atrial fibrillation — a quivering or irregular heartbeat (arrhythmia) — is a leading contributor to stroke, heart failure and other heart-related complications. The stakes are significant: medical research shows that
Scientists used tiny bursts of pink noise during sleep — and changed the waves that move fluid through the brain
Your sleeping brain is not quiet. Electrical waves roll across it, blood vessels rhythmically change size and cerebrospinal fluid moves in pulses that may help carry waste away. MIT researchers have n...
'Struggled for rhythm due to 2-month break': Mohammed Siraj
Before the Sri Lanka series, Siraj's last international outing had been the one-off Test against Afghanistan in June, where he bowled 13 overs and took one wicket.
PREVIEW: Can Fulham punish Liverpool’s slow starts at Anfield?
Liverpool are beginning to find rhythm under Andoni Iraola, but their starts have not always matched the quality of what has followed. Fulham may see that as their best route into Saturday’s game at...
North Carolina RB Addresses Major Offensive Concern
After a stagnant ground game nearly derailed North Carolina’s season opener, Benjamin Hall vows the Bobby Petrino rushing attack will find its rhythm before a looming showdown with Clemson.
Scientists Keep Finding the Same Mysterious Beat Across the Animal Kingdom, From Fireflies to Sea Lions
From fireflies to mammals, evolution may have tuned communication to the rhythm of neurons.
Joe Ryan Reflects On First Start Back From Injury
Although the 30-year-old right-hander was charged with the loss on Monday, he appears to be finding his rhythm again on the mound.
Free concerts at ‘amazing venue’ aim to energize Moss Point’s Riverfront Park
The series opened Aug. 22, with hundreds attending the first concert.
The core anti-Pangram constituency is phony writers
Welcome to The Closing Argument, our verdict on the news, plus everything The Argument published and appeared in this week. The Verdict, by Kelsey Piper A lot of people hate AI for drowning the internet in slop and displacing human creatives. You might think that these people would be thrilled by a program that can identify and flag AI-generated work. But many people who hate AI also hate Pangram, an impressively accurate AI detector that produces very few false positives, according to high-quality independent research. This loathing found its most recent expression in a bizarre Wired article that amplifies a wide range of false arguments from Pangram skeptics: that AI detectors are racist (they’re not) or ableist (they’re not)1 or don’t work (this one does)2. Rather than starting from the premise that it would be really valuable to have a working AI detector and scrutinizing Pangram to make sure it lives up to that promise, the article starts from the premise that Pangram obviously has bad vibes and sets out to discover why. (One answer: The CEO microwaved lunch during an interview!) Why aren’t writers who resent Pangram more eager to distinguish themselves from posters who are having ChatGPT ghostwrite all their work? There are a few different things at play, but I think one key dynamic is this: These are often the same people. A core constituency for arguments like Wired’s is “writers” who are using AI to write their posts but resent this fact being made public. They stand to lose from AI detectors because AI detectors call them out. Share When Substack announced a partnership with Pangram, a sizable fraction of the platform’s authors rose up in outrage. Some people had experience with other AI detectors that didn’t work, and some felt that AI writing ought to be encouraged — both of which are fair enough. But the fury was fueled by authors passionately insisting that Pangram kept wrongly accusing them on almost every post they published. Pangram can be wrong, especially on short passages. But in the overwhelming majority of cases where Pangram looked at a whole blog post rather than a single paragraph, the program correctly detected work as AI. Even if we can’t be 100% sure in any individual case, we can notice the trend in the aggregate. Wired quotes Sam Illingworth, a professor of critical AI literacy at Edinburgh Napier University, who said, “I don’t think [AI detectors] work. … I think that detectors are prejudiced against certain people.” This spring, he said that he used AI for research and editing; this summer he acknowledged that in addition to research and editing, he also uses it “now and then for a turn of phrase I keep.” Pangram informs us that most of his posts are 100% AI-written (some are mixed AI-and-human) and that 100% AI-written posts started appearing last year. The favorable interpretation is that, as someone whose recent work Pangram consistently mistakes for AI, Illingworth sees Pangram’s flaws firsthand. The unfavorable interpretation is that the tool’s credibility trades off against his own, because its account of who writes his posts is not consistent with his. Illingworth is not alone in insisting the detector does not work. “It’s a Monday night in late July, and I’m pasting my own Substack draft into an AI detector for the first time. Not because I’m worried. Because I’m curious. I wrote every word of it myself, the way I write everything, out loud in my head first, in a rhythm that still carries the accent of a language I learned to think in before I learned to write in this one,” begins one Substack post by an author indignant that Pangram flags her writing as AI. “That’s the part I had to sit with before I could write this.” If you, like me, have worked with AIs a lot, you won’t even need Pangram there. The author of that piece is AI. It is obviously AI! I checked 10 other posts on the blog, and they were also obviously AI! “I have spent 22 years as an award-winning author and essayist. And now this bullshit tool that learned from MY writing is going to accuse me of plagiarism,” popular Substack writer Carlyn Beccia wrote in an anti-Pangram post. “For the last and final time, AI DETECTORS DO NOT WORK.” Here’s what her writing sounded like in 2020: “Most success stories revolve around one person who believed enough in you to say — give it a try. We call these people muses, but they are so much more than that. They are the strong man giants whose shoulders we stand on so we can see the horizon. Throughout the editing process, I am sure my editor felt less like a giant of greatness and more like Atlas with the world on her shoulders.” Pangram says it was 100% human-written. (So were other articles of hers in 2020.) And here’s what it sounds like now: “And then there is the reshuffling, which sounds like paperwork until you remember that empires have always loved paperwork. The Trump regime recently moved special education oversight from the Education Department to HHS. That is not a minor bureaucratic transfer. It changes the frame.”3 Pangram says this is mostly AI. I am not convinced that Pangram is wrong. In my own experience, Pangram is very effective on long texts — if it marks a long essay as AI, the essay was either written by AI or deliberately written to sound like AI. On tweet-length or paragraph-length texts, it’s not perfectly reliable. It seems to work just as well for non-native English speakers as for native speakers. While I have seen dozens of claims of pre-2022 text returning a positive result on Pangram, I have tried repeatedly to corroborate those and have never once succeeded. To be clear, I’m absolutely not saying that complaining about Pangram suggests a writer is a cheat. There are plenty of other concerns. Most are mistakenly premised, such as the false claim that Pangram trains on work you put into it, but others are reasonable: It’s unreliable on sufficiently short text segments; it creates an internet witch-hunt mentality when there are defensible uses of AI; people who are open about their AI use are sometimes blamed, when the only people really doing something wrong are the ones who hide it; and it isn’t perfect, so a single positive result shouldn’t be taken as decisive proof of misconduct. I’m happy to concede that Pangram is imperfect and possible to over-rely on. If an author’s posts are mostly non-AI and one scans as partially AI, this could be a mistake. It’s also possible to defeat Pangram with intentional effort. If you think we need something more robust and more reliable, fine! But if you don’t like AI and don’t like Pangram, your attitude really ought to be that it’s a shame that our existing tools for AI detection are imperfect, and it’s important to invent better ones. If your stance is instead that AI is evil and so is looking for AI, then ultimately you’re contributing to the sloppification of the internet. You’re making it harder for people who write their own text to distinguish themselves, and providing cover for authors who are definitely not writing their own text. Subscribe Top stories this week, by Kobe Yank-Jacobs Commentators often worry that the decline of reading could mean the decline of liberal democracy — but deliberative governance actually predated widespread literacy. This week, Maibritt Henkel pointed out that many liberal cultures thrive on a culture of raucous, interactive debate, which can happen in-person as easily, if not more so, than in text. Read on, dear reader, to learn more. It may actually cheer you up: [ ](https://www.theargumentmag.com/p/reading-wont-save-liberalism) [ Reading won’t save liberalism ](https://www.theargumentmag.com/p/reading-wont-save-liberalism) Maibritt Henkel · Sep 1 [ Read full story ](https://www.theargumentmag.com/p/reading-wont-save-liberalism) It used to be bad to downplay climate change (if we mean denying its reality). Today, it’s actually good to downplay climate change (if we mean keeping the issue out of political fights so we can make real progress). This counterintuitive view is called “climate hushing,” and contributor Alex Trembath argued that it’s the key to enacting good policy going forward. Get up to speed on the latest in climate politics: [ ](https://www.theargumentmag.com/p/we-wont-stop-climate-change-by-talking) [ We won’t stop climate change by talking about it ](https://www.theargumentmag.com/p/we-wont-stop-climate-change-by-talking) Alex Trembath · Sep 2 [ Read full story ](https://www.theargumentmag.com/p/we-wont-stop-climate-change-by-talking) Canada’s Prime Minister Mark Carney is standing up for the forces of liberalism against Donald Trump’s assault on our closest ally. So, why is one prominent left-wing commenter attacking Carney? Columnist Matthew Yglesias explains: [ ](https://www.theargumentmag.com/p/when-economic-liberty-means-central) [ When "economic liberty" means central planning ](https://www.theargumentmag.com/p/when-economic-liberty-means-central) Matthew Yglesias · Aug 31 [ Read full story ](https://www.theargumentmag.com/p/when-economic-liberty-means-central) 🌟Abundance Wins of the Week🌟 Shout out to my home state of California, whose legislature passed two housing bills this week. One requires a housing density minimum in transit-oriented areas of the state’s most transit-rich cities (Los Angeles, Sacramento, San Francisco, Oakland, San Jose, San Diego, and Long Beach). Another bill closes two common loopholes used by third parties to delay housing projects, including an opportunity to challenge maps of a given lot created by the developer after a project has been approved. Shout out to our big-state rival, Texas, where pro-housing SB 785 took effect this week. The new state law requires municipalities to have at least one district permitted for manufactured housing without a special permit. This will promote zoning changes in 44% of municipalities. The company Fervo Energy signed a deal with Google for what is set to be the world’s largest enhanced geothermal facility, proving a technology can work at a scale that could be crucial to a decarbonized, energy-abundant economy. Share Worth watching… This week, forecasting legend Nate Silver joined Jerusalem, Matt, and Jeremiah on a crowded episode of the pod. It was a party. And speaking of parties, our round table debated the factional lines within the Democratic Party: Is it possible to be center-left and also anti-establishment? Watch or listen to find out: The Rio Grande Valley in Texas is one of the areas that swung hardest toward Trump in 2024, but musician Bobby Pulido is running to flip it back. Right now, The Argument/Split Ticket’s model has him running 1.1 points behind his Republican opponent in a district Trump won by 18 points. Tune in to find out how he differs from national Democrats and what he thinks he can to do win this seat. On Thursday, Bernie Sanders was among the first politicians to call for a ban on superintelligence. My guest this week, Andrea Miotti, has been lobbying to ban superintelligence for several years, most recently in the U.K., U.S., and Canada. I asked him how he gets legislators to take speculative risks seriously, and we dug into what plans might look like to actually pass a ban. Listen to learn more: What’s News with The Argument The Argument recommends, by Kobe Yank-Jacobs If we ever lose track of Justin Zuckerman, I’ll have the team split up and check all the movie theaters in the city. I’m shocked (and a little jealous) at how often he gets out to see good cinema. This week, he brings us It Ends, a “horror-ish movie,” which he described as a “Gen Z Waiting for Godot.” I was intrigued before he added that it was “funny, dark and existential” — at which point I was fully locked in. I guess I also had existential themes on the mind this week. One morning, a single line from a poem I read long ago just came to me: “Is death a stretch of time in which a life is just a flash?” The poem is called “From 20,000 Feet” by Heather McHugh. I suggest the version in The Vintage Book of Contemporary American Poetry, which, by tradition, my best friend and I always bring backpacking, extra weight be damned. We’ll stay thematically dark for just one more rec from senior editor John Robert Thomason, whose upcoming trip to Baltimore reminded him to suggest Michael Clune’s memoir White Out (about being addicted to heroin in Baltimore in the 1990s). Ben Lerner’s blurb called it _“_Disturbing, brilliant, hilarious—it’s as if Proust had written Jesus’ Son.” John told me this “seems accurate, with the caveat that I’ve never read Proust.” I, personally, have also shelved Proust until retirement. At this point, I was a little concerned for the team since all of us tossed out such psychologically grim material — maybe we’re all down about the end of summer — but thankfully, at least a few of us were into more upbeat selections. Milan Singh recommended Made In’s 5-quart stainless clad saucier, suggesting he had some fun in the kitchen. Jeremiah Johnson asked if he could recommend yet more Carly Rae Jepsen. Once denied, he offered up Game Changer instead_,_ calling it “the most wildly creative game show, maybe in the entire history of the genre.” Eli Richman mentioned _Lucky, “_a B-tier show with an A-tier cast and an S-tier theme song.” I suppose he was recommending the song, Horns of a Bull. Still, despite these cheerier recs, I couldn’t help but be concerned that we were subconsciously worried about racing toward summer’s end — the end of swim trunks and splashing around. Then a message landed reminding me of the three-day weekend to come. A whole extra day for sunshine. One more swim in the lake. I was grateful this called to mind yet another line from a poem, one by Mary Oliver, the patron saint of every gorgeous summer day (and about whom a documentary is now out). Speaking to God in the poem “Thirst,” she wrote: grant me, in your mercy,a little more time. Love for the earthand love for you are having such a longconversation in my heart. We have merch! We have quarter-zips, keychains, hats, and stickers. Each one is a great conversation starter in its own way. Buy them here. Subscribe More to read: [ The Opening Argument ](https://www.theargumentmag.com/p/seeing-like-an-elite)[ Seeing like an elite ](https://www.theargumentmag.com/p/seeing-like-an-elite) Kobe Yank-Jacobs · Sep 4 What do Americans hear when they watch Sen. Bernie Sanders or Vice President JD Vance rail against the elite? Are they thinking of right-wing tech billionaires? Imperious college professors? Liberal magazine writers? [ Read full story ](https://www.theargumentmag.com/p/seeing-like-an-elite) [ The Weekly Scroll ](https://www.theargumentmag.com/p/god-is-back-on-the-timeline)[ God is back on the timeline ](https://www.theargumentmag.com/p/god-is-back-on-the-timeline) Jeremiah Johnson · Sep 5 This week, we’re talking about Substack’s new religious debates, the continuing MAGA influencer scandal, how to retire from YouTube, and aura battles. [ Read full story ](https://www.theargumentmag.com/p/god-is-back-on-the-timeline) 1 This was a legitimate thing to worry about, but doesn’t seem to be a problem given the actual technology: Marijke Van Vlasselaer, Filip Van Droogenbroeck, and Bram Spruyt’s 2026 paper looks at whether Pangram is less accurate when evaluating the work of non-native speakers of English. It isn’t. That’s because Pangram isn’t really looking at how “unusual” a piece of writing is but whether it has the characteristic patterns of LLMs. The Wired article makes an odd gesture at a different Pangram-is-racist argument. There were several controversies this summer during which upcoming books were canceled after being discovered to be AI-written: “The three novels mentioned earlier — Shy Girl, Daggermouth, and Call Me, easily publishing’s biggest AI-detection scandals — were all written by writers of color.” But come on! As Zvi Mowshowitz put it: “They were not primarily written by people of color. They were primarily written by AIs.” That’s the whole problem! And as my colleague Jeremiah Johnson recently observed with respect to Cambridge’s Arday scandal, a community being unwilling to call out fraud if it’s perpetuated by people of color is not an anti-racist tendency; it is ultimately quite racist. 2 Many non-Pangram detectors don’t work, but many possible airplane designs also don’t work, and no one considers this a general argument against aviation; the thing that matters is whether any detection works. 3 The phrase “empires have always loved” mysteriously became all the rage in the last few years. See here, here, here, here and here. Before 2025, the only use of that phrase I have been able to find is a single Tweet. The logic of the sentence, too, is incoherent in an AI-characteristic way. “...sounds like paperwork, until you remember that empires have always loved paperwork”? Does remembering that make it sound less like paperwork? It’s a craft-ful sentence, but what is it actually saying??
Scientists Say This Nerve Could Help Strengthen New Memories. Here’s How It Works.
In mice, vagus nerve stimulation appeared to improve learning over time, possibly by changing blood-flow rhythms in the brain.
Roundtable Statcast Deep Dive: What Has Changed for Max Clark?
Detroit’s top prospect is finding his rhythm, swapping grounders for high-velocity line drives as refined timing and improved contact quality signal a major breakthrough for the young outfielder.
Stop trying to maintain constant productivity: How you cope with stress changes with the seasons and your biological clock
Though you may expect your productivity and mood to remain constant regardless of context, these rhythms affect your ability to deal with the stressors in your life: parenting, health concerns, work deadlines and even inconveniences such as traffic jams.
Robinson's rhythmical action reminiscent of McGrath
Glenn McGrath-like Ollie Robinson has Australia to thank for bringing back into fashion an age-old tactic which is fuelling his success.
Royal Roots & Rhythms Festival at Hanna Park on Saturday
A festival celebrating culture, heritage and community is set to bring families together in Utica.
ASC operator Regent Surgical embraces outpatient EP ablation services after CMS policy change
This new partnership provides an early look at how the field of electrophysiology is evolving in 2026 and beyond.
Boston Scientific hit by cyberattack causing ‘disruptions’ to parts of its business
This year has seen a growing number of medtechs hit by cyberattacks, and now Boston Scientific has become the latest victim. In an SEC filing posted Aug. 26, the medtech giant said it had detected a “cybersecurity incident” the day before. The incident has affected certain parts of its information technology systems, something that “has resulted in a global disruption to the company’s operations.” The incident has hit not just its information systems but also its business applications, which “support aspects of the Company’s operations,” it said in the filing. This includes its ability to process and ship customer orders. Boston Scientific said it is working to restore the systems, but the timeline remains unknown. Related Baylor Genetics hit by cybersecurity attack targeting patient, staff information As the company investigates the incident, it remains unclear how significantly its business will be affected. “Accordingly, the Company has not yet determined whether the incident is reasonably likely to have a material impact.” The company’s shares were down 3.5% in premarket trading as the news broke. This adds another layer of pressure for the medtech, which last month revealed a new global restructuring program that starts this year and is slated to be completed by 2029. The company said at the time that it “does expect some headcount reductions to result from these restructuring activities,” but did not provide any numbers or specify areas where the cuts may be made. It added, however, that new jobs are also set to be “created in areas of growth.” It was also forced to cut its sales guidance in Q2, saying in late July that it now expects full-year 2026 organic revenue growth of 5% to 6%, down from its previous guidance of 6.5% to 8%. Boston Scientific is one of a growing number of life sciences companies, notably medtechs, that have been hit by cyberattacks this year. These include Abbott, iRhythm, Medtronic and Stryker, as well as Big Pharmas Amgen and Novo Nordisk.
AliveCor device nearly doubles arrhythmia detection compared to traditional ambulatory monitoring
The KardiaMobile 6L device identified dozens of arrhythmias completely missed by conventional systems.
Sean Mannion’s offense looks for progress against the Patriots
The Eagles need cleaner execution, better protection and more quarterback rhythm when Sean Mannion’s offense faces New England
Kratom poison center cases have surged 6,500% in the U.S.
Kratom use and serious health problems linked to it have risen dramatically across the United States over the past decade. Poison center reports jumped from just 19 cases in 2010 to more than 1,200 in 2023, while severe outcomes—including life-threatening complications, disability, and death—also climbed sharply. Researchers warn that kratom can trigger seizures, abnormal heart rhythms, liver damage, and breathing problems, with risks potentially increasing when it is combined with other drugs.
The hidden politics of time: How clocks, calendars — and now-contentious time zones
Experts explore how the social and political construction of time has evolved from ancient natural rhythms to modern standardized systems like time zones and daylight saving time.
Scientists discover a hidden brain rhythm that could improve Parkinson’s treatment
Scientists have pinpointed a brain network—and its distinctive electrical rhythm—that appears to drive the benefits of deep brain stimulation for Parkinson’s disease. The discovery could lead to more precise, personalized stimulation settings and better results for patients.
What Makes a Great Mobile Entertainment App in 2026?
Not long ago, mobile entertainment meant scrolling, tapping, and moving on. Something quick to fill a gap. That rhythm feels distant now. The best apps in 2026 don’t wait for attention; they meet it halfway, shaping themselves around how people actually use their phones. Open one, and it already seems to know what you’re there […]
iRhythm to acquire rival cardiac monitoring company for $288M
iRhythm has agreed to acquire VitalConnect for approximately $237.5 million in cash and another $50 million in common stock.
Frequent cannabis users wake up with their “stress hormone” already elevated
Frequent cannabis users may wake up with unusually high levels of the stress hormone cortisol, suggesting their daily stress rhythms could be disrupted. Researchers say the finding raises questions about whether using cannabis for stress relief might, over time, interfere with the very system that helps the body handle stress.
The Beauty Of Settled Science
Commenters convinced me I made a subtle mis-step in my framing of Psychology Research Is Mostly Fine. My framing emphasized that social priming studies had failed to replicate, but that many other subfields of psychology hadn’t. This naturally led commenters to point to failed replications in other subfields. Although none of these were as bad as social priming, few or none were entirely problem-free. Instead of emphasizing the difference between social priming and other subfields, I should have emphasized the difference between settled science and novel research. Here are some of my favorite psychology findings: The brain is sculpted by reinforcement learning, and a key driver of this learning is a prediction-error-based algorithm located in the nucleus accumbens and implemented through dopamine. Psychedelic drugs exert their effects through 5-HT2A receptors, pointing to a role for these receptors in some sort of construct like the balance between priors and new evidence. Certain cognitive functions are localized to certain brain areas (for example, impulse control to the frontal lobes; linguistic structure to Broca’s area, linguistic meaning to Wernicke’s area. But injure one of these areas, or render a certain function useless (eg a blind person having no more use for their visual cortex), and these mappings can gradually shift - suggesting that neurons are general-purpose compute whose specialization is a contingent fact about convenience and efficiency rather than a necessity. Most personality traits and general capabilities are about 50% genetic and 50% random, with little role for family environment or childhood history, with a few notable exceptions like partisan preference. Recent research complicates this story, but the further you go from this basic picture, the gnarlier the chains of indirect causation you require. Neurons fire together in “brain waves”, whose exact frequency corresponds with the character of consciousness; These divide neurons into natural subpopulations and linked graphs. The gamma rhythm corresponds surprisingly well to items in conscious awareness. GABA receptors seem to be involved in something like relaxation. By hitting different GABA receptors in different ways, you can modulate the exact type of relaxation you produce. Hitting GABA-A directly is too powerful and can cause dangerous levels of sedation, but allosteric modulation of GABA is an incredibly fruitful strategy that underlies drugs from benzos to barbituates to alcohol. If you know your GABA-A subunits, you can target specific subtypes of relaxation; for example, Ambien hits GABA-A1 and induces sleep. Memory divides somewhat fuzzily into bins of immediate-sensory, short-term, and long-term, with separate retrieval and storage functions, and separate systems for declarative vs. procedural learning. These can be harmed selectively, usually by hippocampal injury, so that some patients can remember their life stories but not form new long-term memories, or learn new skills like bike-riding but not new facts. The exact substrate of memory is unclear but seems to involve new synaptic connections between neurons in at least some way. The ability of modern psychology and psychiatry to treat mental illness is real but limited. SSRIs work for half or slightly fewer than half of patients; antipsychotics work with extreme side effects; benzodiazpines work but produce addiction and tolerance in many (not all) people. Most supplements are stuck in Poor Quality Study Replication Crisis Hell, but melatonin and l-theanine stand out as especially promising. Psychotherapy works with moderate effect size, but (with a few exceptions) seems to be more about the relationship with the provider than the details of the therapy itself. Mental hospitalization can sometimes defuse immediate crises but work less well than mental hospitals would like, with some studies showing overall negative effects. Schizophrenia is mostly genetic, but risk also increases with prenatal infection (especially rubella) and obstetric complications; there is suggestive evidence for roles of social stress and drug use (with psychedelics and marijuana making things worse, and nicotine if anything making things better). Bipolar and schizophrenia are so closely linked on a pathophysiological level that it seems like they might be the same disease; on the clinical level, they do seem to follow two separate courses/prognoses but can sometimes surprise clinicians by eg someone who seemed condemned to permanent schizophrenia unexpectedly recovering. The brain’s native reinforcement learning algorithms cash out in the phenomena of classical and operant conditioning; different reinforcement schedules reinforce at different levels, which can be exploited by bad actors to make especially compelling products (eg slot machines). None of these are immune to doubt. A few are speculative; one or two are genuinely unorthodox. But they’re all a step above one p = 0.049 paper that might not replicate. If they get overturned, they’ll be overturned by the same sort of genuine scientific shift that replaced Ptolemy with Copernicus or Lamarck with Darwin, not some sort of sordid discovery about someone entering random numbers into a spreadsheet. In 2008, Eliezer Yudkowsky wrote about The Beauty Of Settled Science: If you only care about scientific issues that are controversial, you will end up with a head stuffed full of garbage. The media thinks that only the cutting edge of science is worth reporting on. How often do you see headlines like “General Relativity still governing planetary orbits” or “Phlogiston theory remains false”? So, by the time anything is solid science, it is no longer a breaking headline. “Newsworthy” science is often based on the thinnest of evidence and wrong half the time—if it were not on the uttermost fringes of the scientific frontier, it would not be breaking news. Scientific controversies are problems so difficult that even people who’ve spent years mastering the field can still fool themselves. That’s what makes for the heated arguments that attract all the media attention. Worse, if you aren’t in the field and part of the game, controversies aren’t even fun. Don’t be embarrassed to read elementary science textbooks, either. If you want to pretend to be sophisticated, go find a play to sneer at. If you just want to have fun, remember that simplicity is at the core of scientific beauty [...] A steady diet of science news is bad for you: You are what you eat, and if you eat only science reporting on fluid situations, without a solid textbook now and then, your brain will turn to liquid. Psychology isn’t centrally the new paper in Annals Of Recently-Breaking News saying that an n=5 study showing that large portion sizes increase support for terrorism. Psychology is centrally ideas like brain waves, GABA receptors, reinforcement learning, twin studies, and connectionism. People who think differently are worrying too much about BREAKING NEWS!!!, and should stop. The key distinction isn’t “recent research in social psychology” vs. “recent research in cognitive/bio/behavioral psychology”, as my essay last week unfortunately implied. It’s recent research in general vs. the deposit of settled science, battle-tested hypotheses, and carefully-earmarked speculation. And part of the reason social priming in particular was such a disaster was that it defied that heuristic, building itself up over hundreds of studies until it approached or even entered the pantheon of settled science - before collapsing (5-HTTLPR was also sort of like this). This isn’t a claim that settled science is always right - Freud was “settled science” for a long time - just that there’s an intuitive distinction between the level of credence you should have in the existence of power posing vs. the existence of Broca’s Area. (I compounded this error by calling the last post “Psychology Research Is Mostly Fine”, which suggested I was talking about the new research rather than the settled science. I actually meant to distinguish between research-psychology-the-field vs. clinical-psychology-aka-therapy, but this framing unintentionally pushed against the point I wanted to make) Some commenters on the previous article understood this point, but challenged its weight. It’s very cool, they said, to know how many neurons are in which brain lobe, but the main way that Psychology affected their lives was through bad clickbait studies used to buttress dumb policies; some p = 0.049 study says that exposure to microaggressions makes minorities’ brains shrivel into raisins, and now their company has to implement punitive DEI or be sued for hazardous work conditions. I won’t dispute this as an accurate description of how the sausage gets made, but it’s worth examining the trains of thought that connect this observation to a campaign against psychology in general: The dumb woke psychology was wrong and bad, and I don’t have good heuristics for distinguishing dumb woke psychology from other psychology, so I’m going to assume it’s all wrong and bad. The dumb woke psychology was wrong and bad; it seems useful to punish/discredit psychology as a whole to assist my campaign against it, so for propaganda purposes I will try to discredit psychology as a whole. To people in the first camp, my response is: come on, your heuristics aren’t that bad. “Microaggressions makes minorities’ brains shrivel up like raisins” is in the woke category; “the hippocampal theta rhythm seems to be associated with both memory and pathfinding, suggesting an unexpected yet surprisingly compelling relationship between the two” is in the not-woke category, don’t play dumb here. To people in the second camp, my response is: deliberately exaggerated propaganda campaigns are bad and this is a confession, not an excuse. Inability to view science through anything but a political lens was what got us into this problem; doubling down on it is a temporary solution but a recipe for permanent disaster. If you pronounce entire fields of science to be acceptable collateral damage in your campaign against bad political actors, you will alienate not just scientists but patients, clinicians, and general lovers of truth. Instead, you can say the thing you mean - that woke partisans shouldn’t try to occupy and exploit the otherwise-noble science of psychology for their own political gain - and wage the same campaign with a halo rather than a comic-book-villain goatee. From the font of oracular wisdom that is Weird Sun Twitter: [ Vessel Of Spirit@VesselOfSpirit i love you all conditionally but i love the good part of you unconditionally. even if it becomes a very small part 2:11 AM · Jan 22, 2015 1 Reply · 5 Reposts · 29 Likes ](https://x.com/VesselOfSpirit/status/558084551772471298) This is how I feel about psychology1, too, but with a touch more optimism. The good part of psychology is enormous, a hoard of endless treasures. You just have to look past the headlines! 1 To play devil’s advocate - should one always be so magnamious? Astrology? Phrenology? These seem different in that their entire orientation was flawed from the start; they didn’t simply fail to find the correct constellation-personality connections, the whole project of searching for connections between constellations and personality was doomed from the start. More difficult might be asking the same question about education research, which is notoriously bad. I don’t know enough about education research to know if there’s some settled science of correct and enlightening results lurking in the background beyond the day-to-day froth of poorly-conducted and politically-motivated studies. I think if it’s 90% bad, 10% good, it’s correct to call it bad as a compact way of communicating a useful truth; I think psychology is better than that, but admit it’s a tough judgment call.
Google Is Teasing Some Kind of Notification Light on the Pixel 11’s Camera Bar
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Tommy Sullivan and John Ziegler to Perform at LI Music & Entertainment Hall of Fame on Aug 16th
As part of the Long Island Music and Entertainment Hall of Fame Soundtrack to Summer Series, Musician Tommy Sullivan (a member of the Brooklyn Bridge) will perform LIVE music and Comedian John Ziegler will open with comedy set at the Long Island Music and Entertainment Hall of Fame in Stony Brook Village (97 Main Street, Stony Brook, NY) on Aug. 16th from 3-4pm. The event is free for members or with general admission ticket purchase or $10 at the door concert ticket purchase. For details on this and upcoming events please visit https://www.limusichalloffame.... About Tommy Sullivan A life-long Long Islander and proud U.S. Army veteran, Tommy Sullivan enlisted in 1965 and was accepted to the United States Military Academy Band, where he created the first official rock group at West Point. Reentering civilian life in 1968, he helped create the Rhythm Method, a 7-piece Long Island band which was discovered by Johnny Maestro, then singing lead with the Del-Satins. The combined groups became the Brooklyn Bridge. As band leader and musical director, Tommy penned the group’s horn arrangements on every Bridge hit, including their gold record, Worst that could happen. Upon leaving the Bridge, Tommy co-founded Atlantic Records’ supergroup Ramatam, which was Jimi Hendrix Experience drummer Mitch Mitchell’s first group following Hendrix’ death. For the second Ramatam LP Tommy wrote and orchestrated original material which featured select members of the NY Philharmonic Orchestra. Together with Johnny Maestro, Tommy co-produced Johnny’s final CD, Peace on earth. The critically acclaimed album features Tommy’s arrangements & orchestrations, plus several of his original songs. A Charter Inductee to the LI Music Hall of Fame, Tommy Sullivan continues to write, record, arrange and produce records, serve as musical director/ arranger/conductor for projects across many musical genres plus donates dozens of performances annually for numerous charity events. Tommy Sullivan’s dynamic and unique one-man show, A thousand memories, featuring his vocals and performances on four instruments, has been packing concert auditoriums, nightclubs, private parties–even vineyards-for the past several years. John Zeigler Born and raised in New York, John has performed stand-up comedy for close to 20 years and was the winner of the 2016 "Funniest Comic on the East Coast" Contest at Mohegan Sun. John's opened for such comics as Sebastian Maniscalco, Gilbert Gottfried, Jim Breuer and Robert Klein. He currently headlines clubs across the country and regularly tours with legendary comedian Bobby Collins. John recently released his Dry Bar Comedy Special and Getting My Affairs in Order.
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Best of Santa Cruz County entertainment, arts & food events this weekend, July 23-26
https://www.ecuador.com/blog/pasillo-the-rhythm-of-ecuador/
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Health Investments Reverberate throughout Our Nation
Guest Opinion At the heart of the Cherokee story is an innate commitment to community. It’s the background rhythm that connects every Cherokee Nation citizen. Gadugi, our word for working together for the common good, is a part of our nature. Gadugi, itself, is unquantifiable. We can’t measure it directly. But when we look at […]
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Rhythm Heaven Groove Is a Superb Sequel That Expertly Capitalizes on the Captivating Energy of Its Excellent Music and Joyful Animations
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2026 World Cup: England, Scotland and Europe
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We can create the future of science right now
Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.
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Learn more about Traditional Chinese Medicine and its emphasis on living in harmony with seasonal rhythms.
This prehistoric fish may explain how animals first walked on Earth
Scientists have peered inside the skull of a 380-million-year-old Antarctic fish that was closely related to the first animals to walk on land, revealing surprising clues about how life began its move out of the water. Using advanced neutron imaging, researchers discovered that Koharalepis jarviki had features suited for living near the water’s surface, including openings in its skull that may have helped it gulp air and a light-sensitive organ linked to day-night rhythms.
Inflammation may help explain how GLP-1 drugs prevent AFib
Kenneth Bilchick, MD, spoke to Cardiovascular Business about new data he presented at Heart Rhythm 2026.
Physicists finally solve the strange mystery of “breathing” lasers
Scientists have finally figured out how mysterious “breather” laser pulses work, solving a puzzle that has frustrated laser physicists for years. These unusual ultrafast lasers produce light pulses that rhythmically grow and shrink instead of staying steady, almost like they’re breathing.
Science behind sobriety field tests
Albany High students in Elizabeth Lopatniuk's health classes participated in a dynamic lesson about the effects of alcohol on the body. After taking an in-depth look at the science behind why and how alcohol slows the activities of the brain and central nervous system, students learned about how a variety of factors can impact the level of intoxication and how blood alcohol concentration can impair one's ability to operate a motor vehicle. Albany High Student Resource Officer Nick Schuler led students through an overview of field sobriety tests that are routinely performed during a traffic stop when an officer suspects a driver may be under the influence of alcohol. Officer Schuler explained the three elements of a physical sobriety test, including walking a straight line with turns and checks for motor skill patterns, standing on one foot to check for balance and following a moving stimulus with eyes only to check for Horizontal Gaze Nystagmus (HGN), an involuntary, rhythmic jerking of the eyes as they look to the side. Students volunteered to try walking a straight line both with and without alcohol impairment simulation goggles. Officer Schuler pointed out particular behaviors and patterns that would lead to a failed field sobriety test during the simulation. As prom and graduation festivities approach, we applaud our Albany High staff for empowering our Falcons with valuable lessons so they can make wise and safe choices.
Science behind sobriety field tests
Albany High students in Elizabeth Lopatniuk's health classes participated in a dynamic lesson about the effects of alcohol on the body. After taking an in-depth look at the science behind why and how alcohol slows the activities of the brain and central nervous system, students learned about how a variety of factors can impact the level of intoxication and how blood alcohol concentration can impair one's ability to operate a motor vehicle. Albany High Student Resource Officer Nick Schuler led students through an overview of field sobriety tests that are routinely performed during a traffic stop when an officer suspects a driver may be under the influence of alcohol. Officer Schuler explained the three elements of a physical sobriety test, including walking a straight line with turns and checks for motor skill patterns, standing on one foot to check for balance and following a moving stimulus with eyes only to check for Horizontal Gaze Nystagmus (HGN), an involuntary, rhythmic jerking of the eyes as they look to the side. Students volunteered to try walking a straight line both with and without alcohol impairment simulation goggles. Officer Schuler pointed out particular behaviors and patterns that would lead to a failed field sobriety test during the simulation. As prom and graduation festivities approach, we applaud our Albany High staff for empowering our Falcons with valuable lessons so they can make wise and safe choices.
How a routine procedure at UM Health-West turned into a lifesaving discovery
Gloria Lawless lived with atrial fibrillation, or AFib, for 14 years. After her cardiologist scheduled her for a cardioversion, a standard heart rhythm reset, a nurse caught something that changed …
Rhythm nation: politician’s viral dance moves mark new, optimistic era for Hungary
Zsolt Hegedűs’s joyful dancing at the election of Péter Magyar sparked joy across the country last month
Lost my job while living abroad: Unique challenges, struggles
I lost my job while living in Germany as a Canadian. Navigating unemployment abroad was difficult, but I've created a rhythm and routine for myself.
Google unveils Whoop-like screenless Fitbit Air
The device comes with health and fitness tracking like 24/7 heart rate, heart rhythm monitoring with Afib alerts, SpO2, resting heart rate, heart rate variability, sleep stages and duration, and more.
Sound System announced for Nintendo Switch 2, from Guitar Hero, Rock Band, and DJ Hero veterans
Echo Foundry Interactive announced that it’s making Sound System for Nintendo Switch 2, the company has announced. Launch timing for the platform will be shared later. Sound System is said to be the “next generation of music and rhythm experiences”. It’s being developed by industry veterans behind the Guitar Hero, Rock Band, and DJ Hero franchises. Learn more about the...
Heart Rhythm 2026: Electrophysiologist Mina Chung discusses CPR, PFA and much more
Mina Chung, MD, who just concluded a one-year term as Heart Rhythm Society's president, spoke to Cardiovascular Business about successes from the past year as well as her goals for the future.
How Don Mattingly is beginning to put his stamp on Phillies
Fundamentals, rhythm and a calm but clear message are showing how Don Mattingly wants the Phillies to play.
PFA's dominance and other key electrophysiology trends on display at Heart Rhythm 2026
Heart Rhythm 2026 Program Chair DJ Lakkireddy, MD, spoke to Cardiovascular Business during the conference about several key EP trends.
UT Health San Antonio researchers awarded grant to study how circadian rhythm disruptions may contribute to Alzheimer’s - UT Health San Antonio
UT Health San Antonio researchers awarded grant to study how circadian rhythm disruptions may contribute to Alzheimer’s