SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " better " 3,036 found 🔀 AI-powered Shuffle
AI needs science’s search history
“Actually, that’s where the gold is,” said Alasdair Russell, my graduate school friend who leads a pre-clinical genome editing group at Cambridge. He was talking about the winding road of science that is omitted from published papers. “When you’re discussing how to do the experiment, and why this way is better than another way, and what does the data really mean? I know what it shows, but what does it mean?” At RAAIS 2026, he described how his group has begun logging the twisting path of discovery as it happens, recording the verbal and written exchanges that normally disappear. Ideas become nodes in a living graph: they branch when a meeting produces two plausible experiments, merge when separate lines of evidence converge, and go dark when someone quietly stops pursuing them. In his implementation, one agent scores novelty, while another tries to learn “how scientists think and how they navigate through a complex world of data,” so that high-potential nodes can trigger deeper investigation. As frontier AI labs deploy agents toward scientific discovery, giving AI authentic scientific taste remains a trillion-dollar dilemma. The bottleneck is that the record we have kept for centuries of science might be insufficient to get us there. The experiments that never make the paper Peter Medawar, 1960 Nobel laureate and “father of transplantation,” asked in 1963 whether the scientific paper was a fraud, and answered yes: the form of the paper misrepresents the thinking that produced it. Sixty years on, the diagnosis is unchanged. A paper presents a clean progression from hypothesis to result to conclusion. Lost along the way are the unconventional theories, the abandoned or unaffordable methods, and the underwhelming and inconclusive data. It reads like a browser history with every dead end deleted: the ten open tabs, the four rephrased queries, the wrong turn down a subforum. All scrubbed, leaving one clean path from question to answer as the canonical path. What has changed since then is that the discarded material is now worth something. No high-impact journal wants these artifacts, but raw trial and error is the most likely source of the training data required to develop scientific intuition, or what researchers call taste. Earlier attempts to capture the discards were motivated by scientific integrity. The Journal of Negative Results in Biomedicine launched in 2002 to publish rigorous studies that disputed established models or exposed ineffective treatments. Its archive preserved negative conclusions after they had become papers, rather than the live alternatives and arguments that produced them. BioMed Central closed it in 2017, saying the mission had been served now that other journals publish null results. A less generous reading is that in fifteen years it published around 200 papers because almost nobody wants to read a negative result, let alone write one up when it will not count toward academic tenure. AI models are different. Even an uninteresting negative result can be useful, provided it is labeled. Earlier this year, Anthropic put a version of this to the test. The company pulled 129 decision points from real Claude Code sessions between January and March 2026, showed models the work up to a human detour, and asked what should happen next. Claude Mythos Preview beat the human choice 64% of the time, while Opus 4.5 managed 51%. The comparison was tilted toward the models because Anthropic deliberately chose moments where the human decision had room for improvement. On 127 further scenarios where the human action was already strong, the models improved on it only about 20% of the time. The study was possible because Anthropic’s researchers work inside a tool that logs by default. The reasoning, detours and outcome are produced in the same working environment. Biology has no equivalent. Its reasoning happens in hallways, at benches, in Slack threads and on whiteboards, while the outcome arrives weeks later somewhere else. The record has to emerge from the work itself. Ask scientists to reconstruct it afterwards and we’ll create another polished account. Subscribe A log is not a label Before any of this becomes training data, a negative result has to say what failed. The first paper published in the Journal of Negative Results in Biomedicine examined 234 negative studies across five leading medical journals. Only 30% discussed statistical power, and half clearly defined a primary outcome. Tell a model an experiment failed, without telling it whether the assay was underpowered, a reagent had degraded, or the hypothesis was simply wrong, and it will learn noise with confidence. Decision histories have a second missing label too. When a lab considers five experiments and runs one, only the chosen branch returns an outcome. The other four are experimental counterfactuals. Researchers call this the selective labels problem: the data reveal results only for the actions someone chose to take. Such a record can teach a model to imitate a lab’s taste, but it cannot establish that the taste was good. It also smuggles local constraints into general lessons. A lab that never ran cryo-EM because it did not own a microscope teaches a model that cryo-EM is rarely the right call. Alasdair’s nodes preserve the candidate set, which is the necessary first step. To be useful, each decision record needs six fields: The evidence available at that moment, and nothing that arrived later. The candidates considered, including the ones dismissed in a sentence. For each candidate: the expected result, the confidence attached to it, and the cost in time and money. The route chosen, and the reason. What happened next. How the evidence changed the scientist’s view. These must be timestamped before the outcome, because hindsight turns uncertainty into inevitability. Disagreement also has to survive. Averaging three scientists into one clean rationale reproduces exactly the information loss we are trying to fix. But there is an obvious failure mode here. Once decisions are logged and scored, people log for the record post-facto. Anyone who has watched an electronic lab notebook fill up with retrospective tidying knows how quickly a research tool becomes a compliance exercise. A record that costs a scientist ten minutes of honest reflection per decision is worth far more than one that costs an hour of performance. A publication initiative called Registered Reports offers a useful starting point. Here, researchers submit their rationale, methods and analysis plan for peer review before the data exist, and the journal commits in principle to publish if they follow the approved plan. Nature has now expanded the format across every field it covers. This approach to paper writing timestamps intent before the outcome, but it freezes one plan. A useful search history must also preserve how the plan changed, which alternatives were rejected, when, and on what evidence. Subscribe Run the runner-up Autonomous labs show what happens when decisions and outcomes are connected in a loop. Liverpool’s mobile robotic chemist ran 688 experiments over eight days in a ten-variable formulation space. A batched Bayesian search used each result to choose the next experiments and found photocatalyst mixtures six times more active than the starting formulations. Every completed experiment changed what the system did next. The robot optimized within a goal and search space that humans had already chosen. It did not decide which scientific question mattered. So what this work demonstrates is narrower, but still useful: a search history pays off when the options return standardized outcomes quickly. Open-ended biology is harder because branches can take weeks and the discarded alternatives may never be run. Some exploration therefore has to be bought. Where two branches are plausible and the stakes justify the cost, a lab should sometimes run the runner-up. Otherwise the record captures what today’s scientists usually chose and stays silent on what they systematically overlooked. A funder could ring-fence a small fraction of a grant for the branch not taken, provided that the decision record and the outcome are both deposited. That costs money, but so does having every lab rediscover the same abandoned path. Test whether taste transfers When it comes time to evaluate if our new AI system exhibits taste, the comparison should run across laboratories and fields. At selected decision points in a live research campaign, we should freeze the six fields: the evidence, the candidates, expected results, confidence, costs and the choice made. Experts then rank the options before the outcomes are known, and those outcomes are checked independently later. We could give models one of two diets - papers alone, or papers plus decision histories - and ask them to rank the next experiment on unfamiliar projects. Then, we score information gained per dollar and week, calibration, and how quickly weak branches are abandoned. If histories improve choices only inside the lab that produced them, they amount to useful organizational memory. If they improve choices on unfamiliar problems elsewhere, Alasdair’s group will have captured something science has never managed to write down: a transferable record of taste. Until that happens, a scientific search history is a promising record, not yet a training set.
24 Years Later, Nintendo’s Most Divisive Game Officially Returns to Switch 2 Better Than Ever
It still shines to this day
The Porsche 911 Carrera S Manual Is a North America-Only Stick-Shift Special
Was the only thing keeping you from buying a 911 Carrera T a lack of power? Well, your day just got better.
DJI Mic Mini 2S review: The best tiny mic now offers a pro experience
DJI’s Mic Mini 2S offers high-quality audio and ease of use, and it’s now better for pros due to the new internal 32-bit float recording.
Back-To-School Bargains Or Scams? Better Business Bureau Helps Missouri Families Spot The Difference (LISTEN)
Back-to-school shopping can put a strain on family budgets, and scammers know it. Matt Pilger talked with Khesha Duncan of the Better Business Bureau in Columbia about finding real deals and avoiding costly scams. Share this:
There's Never Been a Better Time to Log Into Pokémon Go, as the Game Gives Away a Perfect Stat Mewtwo and Master Ball
Log into Pokémon Go right now and you can claim an absurdly generous one-off prize: a Mewtwo with a unique background and 100% stats, as well as an incredibly rare Master Ball.
Focused mental healthcare for young people delivers big savings to Canadian healthcare
A youth mental-health program, national in scale, has been shown to save a country’s public health system $4,000 a year per patient. And while it’s at it, the program helps young people overcome or better manage serious behavioral issues.
Section IV Football Media Day ushers in new season
ELMIRA, N.Y. (WETM) – High School football is back and primed for the new season. Wednesday morning, teams from all over Section IV converged for a special media day opportunity at The Links at Hiawatha Landing golf course in Apalachin. The theme was simple, be better this year than the last for players, teams and […]
Pixel 11 Pro displays are ‘more than twice’ as scratch-resistant – it only gets better from there
Google is delivering some seriously durable phones, or so it claims, with the entire Pixel 11 Pro series delivering huge...
As Candida auris spreads, UT Health San Antonio scientist highlights growing threat of antifungal resistance
As cases of Candida auris spread across the country and an UT Health San Antonio expert says better surveillance, awareness and new treatments will be critical to confronting the growing threat.
Google unveils the Pixel Watch 5 with a smarter Gemini and advanced health monitoring
The new smartwatch, which starts at $399, can track blood pressure patterns and insulin resistance, as well as deliver personalized help and better sleep tracking.
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.
The adult brain can repair itself better than scientists thought
The adult brain may be far better at repairing itself than scientists once believed. In mice, researchers discovered a special group of support cells called astrocytes that respond to damaged brain tissue by rebuilding lost cellular networks. Rather than simply moving into the injured area, these cells perform a remarkable maneuver: they create new nuclei and send them traveling through long cellular extensions to repopulate damaged regions.
How Many Steps To Walk For Better Mental Health, Per Psychiatrist
In TODAY.com’s Expert Tip of the Day, a psychiatrist offers her simple prescription for improving mental health with walking, which can reduce depression and anxiety.
Broadband Breakfast on September 9, 2026: Small Business and Broadband
How can better broadband help small businesses?
It’s Kyler Murray’s Team Now, for Better or Worse
The Vikings have finally announced the results of the team’s contentious quarterback competition, and according to ESPN’s Adam Schefter, Kyler Murray has been named the Week 1 starting quarterback for the 2026 season, putting an end to the much-talked-about position battle and handing the keys to the Vikings offense to the former Cardinals veteran. After an open battle to start camp got going, Murray put distance between himself and now-backup quarterback J.J. McCarthy over the past few weeks, and while there were some recent struggles that might have put into question Murray’s lead in the QB race, it ultimately didn’t matter to the Vikings brass, who felt they needed to make a decision before the Vikings’ preseason opener against the Giants this Saturday.
Business Owners Are Asking the Wrong AI Question. Monday.com's Stock Drop Shows the Better One
Investors are no longer rewarding AI adoption on its own. They want proof that it is changing revenue, margins, and customer value.
Dan Campbell gives update on Kerby Joseph injury timeline
Detroit Lions safety Kerby Joseph’s rehab appears to be going well, and we have a better idea of his return date.
Latest iOS 27 Beta References Six Unreleased iPhone Models
Macworld reports that iOS 27 beta 5, released to developers on Monday, contains hidden code revealing six unreleased iPhone models – although you've probably heard of them before.
ND Expert on democracy: Can better civics education restore voter dissatisfaction over political corruption?
This summer, America celebrated the 250th anniversary of the signing of the Declaration of Independence, widely recognized as the formal founding of our nation and one of the early stages of establishing a democratic government. Over the past two decades, however, democracies all over the world have struggled with a lack of clear support. Democracy scholars have referred to these challenges as evidence of backsliding, a phenomenon that has many political and social scientists concerned, including Notre Dame development economist Enrique Seira Bejarano.
The U.S. Healthcare System is Already Mostly Socialized
Now that Abdul El-Sayed is the Democratic nominee for Michigan’s open Senate seat, the outcome of this crucial race will depend mainly on two things: Whether Republicans succeed in demonizing El-Sayed because he’s brown and a Muslim, and whether they succeed in demonizing him as a left-wing radical. I will defer for the now the question of whether bigotry will be effective this year, although I will address it another day. What I want to address instead is El-Sayed’s signature issue — healthcare. Yes, El-Sayed advocates Medicare for All, a position the usual suspects denounce as “socialism.” I will get to the politics of his stance soon. Today, however, I want to talk about the substance. We should be clear that El-Sayed doesn’t even call himself a socialist. On the contrary, he explicitly disavows the label, saying “I’m a capitalist who just knows about capitalism”. In fact, as I explained in a previous post, the policies that El-Sayed advocates qualify him as a social democrat, not a socialist. Still, El-Sayed advocates a system under which the government would pay almost all medical expenses. Isn’t that socialism? Well, if that is the criterion then much of U.S. healthcare is already socialist. In fact, the government’s role is so large that U.S. healthcare is better described as partially privatized socialism than as anything resembling a free market. Let’s start with the raw numbers on health insurance, which pays the bulk of Americans’ medical expenses. Americans receive health insurance either from private companies or from public programs, overwhelmingly Medicare and Medicaid. Here’s what the breakdown of coverage and spending between private and public looked like in 2024: While a majority of Americans with health insurance get it from private companies, well over 100 million of us are covered by government programs instead. And these government programs pay more total dollars for medical bills than the private insurers do. Why do government programs that cover a minority of the population account for a majority of health insurers’ outlays? Mainly because Medicare covers seniors, and we’re expensive. Also, while Medicaid covers many younger Americans, disabled and elderly beneficiaries account for most of its spending. Even by the raw numbers, then, U.S. health insurance looks as much public as private. But that understates the government’s role: Private health insurance in the U.S. is both highly regulated and heavily subsidized. This is obviously true for the insurance coverage purchased by tens of millions of Americans through the exchanges established by the Affordable Care Act. But employment-based health insurance, which covers 161 million Americans, is far more of a government creation than most people realize. For employment-based insurance exists largely because of huge implicit government subsidies that come with major strings attached. Here’s how that works. If your employer pays you $10,000, that’s taxable income. But if your employer pays $10,000 toward a company health insurance plan that meets certain criteria, it isn’t taxable. That’s a huge effective subsidy, running at more than $300 billion a year. Take that subsidy into account, along with the more than $100 billion per year spent subsidizing policies purchased under the ACA, as well as the outlays on Medicare and Medicaid, and net effect is that the government pays for more than two-thirds of Americans’ health insurance. Granted, there are strings attached. Roughly speaking, employment-based health plans can’t discriminate based on medical history — that is, they can’t deny coverage to employees with pre-existing conditions — and they also can’t offer the plans only to highly compensated employees — a health plan that is only for the C-suite is considered taxable income. So given the restrictions of the federal tax code, employer-based health insurance is a lot like Obamacare, which also prohibits discrimination based on medical history and provides subsidies to make insurance affordable to lower-paid workers. The fact is that virtually all of private healthcare insurance is already well under some form of government control through regulation and tax subsidies. How should we think about this system? First of all, is Medicare socialist? Don’t tell anyone, but the way Medicare operates — it covers every senior’s medical expenses, whatever they turn out to be, while being funded by taxes that depend on one’s income — could be summarized by the old Marxist slogan “From each according to his ability, to each according to his need.” And back in 1961, when Ronald Reagan was the face of a last-ditch effort by the American Medical Association to block the creation of Medicare, he denounced Medicare as “socialized medicine” and warned that it would destroy our freedom. In reality, American freedom survived until Jan. 20, 2025, while Medicare is immensely popular, with an 82 percent favorable rating in the most recent KFF survey. Medicaid, government health insurance for lower-income Americans, comes in at 73 percent. This is in sharp contrast to public views about private insurers, who are widely disliked if not hated and accused of denying essential care. Furthermore, if Medicare is socialism, then the whole U.S. health insurance system, with the government paying most of the bills and placing conditions on private insurers, is almost equally socialist. If you insist on calling any program the government pays for and regulates socialist, then U.S. healthcare would best be described as a partially privatized form of socialism. And one must ask, what is the point of the part that is privatized? Do private insurers add anything positive? Or are they simply parasites, skimming off money that could have been paying for care? The case for viewing insurers as parasites is strong. Many Medicare benefits are now delivered via Medicare Advantage, that is, plans paid for by the government but run through insurance companies. MedPAC, an independent advisory commission, estimates that last year Medicare Advantage plans were overpaid by $84 billion, thanks to practices such as “upcoding,” in which patients’ health problems are overstated to get larger sums from Medicare. Assessing the waste from employer-based insurance is harder, but most evidence suggests that private insurers have substantially higher administrative costs than Medicare does. Furthermore, the complexity of private insurance, with multiple payers all trying to deny care when they can, is a huge burden both on providers — doctors, nurses, and hospitals — and on patients. What do private insurers offer to compensate for these costs? One must go through intellectual contortions to avoid the conclusion that they are, in fact, parasites. Which brings me back to El-Sayed. In supporting Medicare for All, he’s basically calling for an end to the partial, parasitic privatization of a healthcare system that is already hugely dependent on public funding. When one looks at it that way, it’s not at all a radical proposal. Admittedly, the political lift requires overcoming the opposition to higher taxes to pay for Medicare for All. Political realism rather than economics was the reason I and many other progressives supported Obamacare, with all its complexities, rather than demanding an immediate move to Medicare for All. But the political calculus may very well have shifted since the 2000s, as Americans are fed up with a system of unaffordable premiums, rampant claim denials, and byzantine claim administration. Moreover, funding healthcare insurance through taxation would allow for a much more progressive distribution of the cost. That is, compared to the present system, middle-income households would pay less as high-income households would pay more. And the U.S. would stop wasting large sums on pointless administrative costs. So let’s be clear: El-Sayed’s healthcare platform is perfectly reasonable on the merits of cost, fairness and health efficacy. And with private insurers never more hated, while millions of Americans are losing their health insurance, 2026 may be its time. MUSICAL CODA
Montana State students to help NASA science soar during 2026 total solar eclipse
BOZEMAN — Each total solar eclipse — when daytime skies darken and the sun briefly reveals its outer atmosphere, or corona — presents new opportunities to better understand our star,
OpenAI targets heavy users with premium ChatGPT Business seats
Analysts say enterprise AI vendors are redesigning pricing models to better monetise high-intensity and agentic workloads.
Northwest Politics NOW: Aug 12, 2026
Reporting Portland and Vancouver area breaking news and weather stories to make Oregon and Southwest Washington a better place to live
The science behind tomatoes and better health
Tomatoes contain lycopene and other nutrients linked to heart and prostate health. Learn the science and how to add tomatoes to your diet.
The science behind tomatoes and better health
Tomatoes contain lycopene and other nutrients linked to heart and prostate health. Learn the science and how to add tomatoes to your diet.
Eccentrica's Lamborghini Diablo Restomod Is Now Available As A Roadster, Still Firmly In The Uncanny Valley
Only 19 of these reimagined Diablos will be made, and because it's a convertible it's automatically better than the Eccentrica V12 Coupe we've already seen.
Someone Made a Terrific Deal in the Peacock/YouTube Premium Partnership…But Who?
(Welcome to the “Most Important Story of the Week”, my bi-weekly strategy column analyzing the most important (but often not buzziest) news story of the last two weeks. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. Please subscribe.) I hope everyone around the world suffering from record heat waves is doing okay. The temperature is already up in Southern California, but obviously not nearly as bad as parts of Europe. With a super El Nińo coming this year, I worry it will get even worse. Yes, we know what’s causing this heat—it’s the carbon, duh—but we really aren’t making enough progress. I’m not “environmental strategy guy”, but if I were, I’d have some ideas of what I’d try. Honestly, for years I’ve been intrigued by the work of the folks at MEER—whose plan, super simply, is to put up mirrors to reflect heat (while continuing the important work of decarbonization)—but I’m frustrated this idea hasn’t made more progress. (Other geo-engineering groups seem to get better press.) With heat like this—cancelling events, hurting economies and, most importantly, killing people—it seems like the time to push solutions! The “mirrors on the ground” solution has barely been tried.1 While entertainment companies may not “feel the heat”, lots of outdoors/experiential industries—concerts, theme parks and so on—will. Even movie theaters could benefit, since mirrors could help lower AC costs, which I imagine is not an insignificant expense, especially in the hotter areas of the country. So I do think the entertainment industry should prioritize this issue. Anyways, let’s get back into the entertainment strategy. I was about to write, “Hey, this week we don’t have any mergers and entertainment news to dive into,” but that’s not really true, since we had more updates on Paramount-Skydance and Warner Bros. Discovery. But the big story of the week involves a streamer and a Big Tech platform bundling their respective streamers. So I’ll write about the updates on Paramount buying Warner Bros., Versant making some moves, and a whole lot more. But we start with a surprising deal: Peacock licensing their content to YouTube Premium. Let’s dive in! Subscribe Most Important Story of the Week - Peacock’s Pricey Premium Partnership The story of the week is Comcast’s2 NBC-Universal’s Peacock making a deal with Google’s YouTube’s YouTube Premium subscription product to embed their content. And I’ll say this up front: Someone made a terrific deal. The question is who. And I’ll be honest: I don’t know. Let me explain why, including why this deal exists, the pros and cons for each side, the biggest unknown, and what that says about the streaming wars. Customers Love Bundles (But YouTube Has Its Own Issues) We’re just getting started with this issue, but the rest is for paid subscribers of the Entertainment Strategy Guy, so if you’d like to find out… Why customers love bundles… But why I’m worried about YouTube’s integration... How Peacock is trading scale for control… And the reason they likely made this deal... The odd budget math for this deal... Whether or not I think the Paramount-Skydance/WBD deal is more likely after the latest settlement... Versant making moves and why that’s good for Hollywood… Another distributor going out of business… ...and a whole lot more! ...please subscribe! We can only keep doing this great work with your support.
Q&A: Could better gut health help fight breast cancer?
UVA researchers discovered how an unhealthy gut may help breast cancer spread – and how an existing drug could potentially stop it.
Wall Street Bets: DraftKings, Penn Entertainment, Inspired Entertainment, New York online sports betting
J.P. Morgan’s Dan Politzer examined the recent DraftKings’ earnings call on August 7: “DraftKings’ report itself was better than feared, as 2Q Adjusted EBITDA o
Scientists Release Biggest 2D Map of the Universe
Key Takeaways The DESI Legacy Imaging Surveys combined more than 263,000 telescope exposures to make the largest 2D map of the universe in visible and near-infrared light. Astronomers can pair the Legacy Surveys map with their own observations to explore our universe and search for rare phenomena. The 2D map serves as the foundation for the Dark Energy Spectroscopic Instrument survey to measure the universe in 3D and investigate dark energy. Hold on to your telescopes: the DESI Legacy Imaging Surveys team has released the largest-ever 2D color map of the universe. The 5.6-trillion-pixel map contains nearly 4 billion celestial objects, primarily stars and galaxies. The data is available for all to use and publicly viewable through the Legacy Survey Sky Viewer. Astronomers and citizen scientists can explore the map or combine it with their own observations to better understand our universe. Researchers can search for rare phenomena like gravitational lenses, observe fleeting events like supernovae, and investigate two of physics’ biggest mysteries: dark matter, the invisible substance that accounts for most of the mass in our universe, and dark energy, the force driving our universe’s accelerating expansion. The new map builds on earlier versions from the DESI Legacy Imaging Surveys that have already proved invaluable. To date, more than 1,800 science papers that reference the Legacy Surveys data have been published. “It’s part of the fabric of astronomy research now,” said David Schlegel, a co-lead of the Legacy Surveys and scientist at the Department of Energy’s Lawrence Berkeley National Laboratory (Berkeley Lab). “When you’re working with astronomical objects today, you often start by pulling up the Legacy Imaging Viewer to see what you’re looking at.” Covering roughly 75% of the sky in visible and near-infrared light, the updated map provides a deep view of the extragalactic universe not blocked by the dust and stars of our own Milky Way. Researchers expect it will remain the most comprehensive 2D map of our universe for years to come. More than 160 scientists contributed to data collection for the project, and a team of 20 produced the final dataset released today. It was built by combining 263,407 telescope exposures from three ground-based sky surveys: the Dark Energy Camera Legacy Survey (DECaLS) at NSF Cerro Tololo Inter-American Observatory, the Mayall z-band Legacy Survey (MzLS) at NSF Kitt Peak National Observatory, and the Beijing-Arizona Sky Survey (BASS) at the University of Arizona’s Steward Observatory. That was supplemented by years of data from NASA’s Wide-field Infrared Survey Explorer (WISE) satellite mission and additional public data. “For our team, these data are fundamental to our investigation of the expansion history of the universe and the formation of our galaxy,” said Arjun Dey, co-lead of the Legacy Surveys and an astronomer at NSF NOIRLab. “But the skies belong to everyone, and this survey gives everyone the chance to explore the sky and marvel at its wonders.” Here be galaxies The DESI Legacy Imaging Surveys were originally conducted to prepare for the Dark Energy Spectroscopic Instrument (DESI) survey. The Legacy Surveys’ 2D map is essentially a deep photograph of the sky; it records where galaxies and stars appear and how bright they appear. This crucial step enables DESI to select objects and measure their light in different wavelengths to determine their distances, building the largest high-resolution 3D map ever made. Scientists study the way galaxies have clustered at different ages of the universe to track dark energy over time. In April 2026, DESI completed its original five-year survey ahead of schedule and with vastly more objects than expected. The early results have shown surprising hints that dark energy’s impact may be weakening over time — a paradigm shift that could potentially shape the predicted fate of our universe. DESI expects to publish improved results using their first five years of data in 2027 and is continuing observations into 2028. DESI was so efficient at observing galaxies, the Legacy Surveys map needed to expand. Early on, “it became clear we might run out of galaxies to look at and run out of sky, and we better start doing something about that,” said Schlegel, who also works on DESI. The new Legacy Surveys map has been used to select DESI targets since June 2026 and will guide the telescope’s operations over the coming years. Computing the cosmos Merging hundreds of thousands of images taken on 2,285 nights, each with unique atmospheric and telescope conditions, was a massive computational effort. It took about a year to develop the computer code and eight weeks to process all the images at the Perlmutter supercomputer at the National Energy Research Scientific Computing Center (NERSC) at Berkeley Lab. Beyond supporting DESI, the Legacy Surveys will be a foundational reference for the next generation of telescopes. As new observatories like the NSF-DOE Vera C. Rubin Observatory (jointly funded by NSF and DOE’s Office of Science) and NASA’s Nancy Grace Roman Space Telescope come online, researchers can compare their observations with one of the deepest and most comprehensive views of the sky ever assembled. The Legacy Surveys data will also help scientists train artificial intelligence tools to analyze petabytes of astronomical data and accelerate new discoveries. It will be among the datasets used in an astrophysics pilot project within the American Science Cloud, part of the DOE’s Genesis Mission. The DESI Legacy Imaging Surveys are supported by the U.S. Department of Energy’s Office of High Energy Physics; the National Energy Research Scientific Computing Center, a DOE Office of Science user facility; the U.S. National Science Foundation, Division of Astronomical Sciences; and the partner institutions. DESI is supported by the DOE Office of Science and NERSC. Additional support for DESI is provided by the NSF; the Science and Technology Facilities Council of the United Kingdom; the Gordon and Betty Moore Foundation; the Heising-Simons Foundation; the French Alternative Energies and Atomic Energy Commission (CEA); the Secretariat of Science, Humanities, Technology and Innovation (SECIHTI) of Mexico; the Ministry of Science and Innovation of Spain; and by the DESI member institutions. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.
Gen Z calls it ‘loud budgeting’ – small business owners have been doing it for decades
The practice of openly proclaiming to the world what you can’t afford can lead to lower fees, reduced prices and better deals
Why choosing low-fat dairy is not necessarily better for your health
For years, we thought low-fat dairy was the way to manage obesity. New research is increasingly questioning this logic.
Better Business Bureau: How to identify, avoid employment scams
Jo Ann Deal with the Better Business Bureau of Monroe joined Good Morning ArkLaMiss to talk about employment scams.
Blue Shield of California Appoints Healthcare Innovation Leader Kedar S. Mate, MD, to Board of Directors
"Kedar has spent his career helping healthcare organizations deliver better outcomes for the people they serve."
5 Surprising Benefits Of Doing Hard Things, According To Science
We tend to avoid difficulty even when the results will be better, but challenge has benefits. Discover benefits of challenge and ways to increase desirable difficulty.
How should states reach out to Medicaid enrollees affected by changes? Our research gives a hint
Experts ask: How can we better reach out to people facing Medicaid renewal deadlines and support them through the paperwork requirements?
Study links better midlife vascular health to nearly 13 more dementia-free years
A long-term study of 12,409 adults found that a greater burden of diabetes, hypertension, and current smoking in midlife was associated with substantially fewer years lived free of dementia. Adults with none of these risk factors had about 30.1 dementia-free years from age 55, compared with 17.5 years among those with all three, a difference of nearly 13 years.
Strengthening Indonesia’s health emergency response through after action review of disaster response in Aceh, North Sumatra and West Sumatra
Severe floods and landslides that struck Aceh, North Sumatra and West Sumatra in late 2025 exposed both the strengths and gaps in Indonesia’s health emergency response, prompting a nation-wide effort to strengthen preparedness for future crises. In the early phase, the scale and speed of the crisis challenged coordination, data systems and surge capacity. To assess the response, the World Health Organization (WHO) Indonesia supported the Ministry of Health’s Center for Health Crisis in conducting a multi-stakeholder after-action review (AAR). The review brought together government agencies, health sub-clusters, NGOs, and partners. “The AAR is a critical process for strengthening our collective response capacity,” said Agus Jamaludin, Head of the Center for Health Crisis at the Ministry of Health. “It provides valuable lessons not only for the Health Crisis Center but also for all stakeholders involved and serves as an important reference for improving future responses across regions.” After Action Review (AAR) brought together key stakeholders to reflect on the emergency response, identify lessons learned, and strengthen preparedness for future health crises. (WHO/Resty Armis)Through structured discussions across four pillars – leadership and governance, information-based decision-making, service delivery and resource management – the AAR identified several strengths. These included the rapid mobilization of national surge capacity, such as health reserve workforce (tenaga cadangan kesehatan) and emergency medical teams (EMT) and the continued provision of essential health services in affected areas. At the same time, the review highlighted challenges. Among them were uneven functionality of Health Emergency Operation Center (HEOC), fragmented early data reporting and reactive logistics deployment. The findings informed five strategic priorities for strengthening the system, including HEOC standardization, integration of the One Crisis Data system, establishing disaster-resilient hospitals and reforming surge capacity mechanisms. The AAR demonstrates that Indonesia’s health emergency response has strong foundations but requires system-level strengthening to shift from reactive to proactive preparedness. By mainstreaming the strengths and recommendations identified, Indonesia can build a faster, more coordinated and more resilient health system – better equipped to protect communities during future crises. Written by Lintang Sibarani, NPO Emergency and Humanitarian Actions, WHO Indonesia
Broncos’ defense motivated to perform better in 2026
Despite being one of the NFL’s top ranked units, Denver’s defense is eager to perform better in 2026.
Dietitians: 1 thing to avoid for better gut health, lower cancer risk
Dietitians say one type of ultra-processed food may be especially bad for risk of cancer and heart disease. More than half of us indulge in it daily.
Small school districts in Florida band together to lower health costs for employees
By combining forces, smaller school districts have found a way to bargain for better health insurance policies for their teachers by turning to a self-insured plan.
Three Things We Learned About Zuby Ejiofor in Summer League
Zuby Ejiofor took more 3-pointers in four Summer League games than he did at St. John's, and made them at a better rate. What that means for his rookie year.
Jays Win In Extra Innings
Blue Jays 7 Phillies 5 (11 innings) That was a game and a half, as my dad would say. Baseball doesn’t get much better. Max Scherzer was great, thru five innings, and then gave up two solo homers in the sixth, before leaving the game. In all, he allowed 5 hits, 2 earned, 0 walks […]
Business executives explain what brought their companies to Alabama at BCA conference
The executives told the crowd what made their companies choose Alabama, why they stay and how Alabama could better pitch itself to businesses.
The Rear-Seat Entertainment On A Jeep Grand Wagoneer Costs More Than iPads For The Whole Family
Jeep feels justified in charging extra for re-seat entertainment on its costly Grand Wagoneer. Families may have a better opportunity to consider.
49ers’ Kyle Shanahan speaks on his health, players’ injuries, Tesla autopilot
Kyle Shanahan is better but coping with headaches and fatigue from his July 14 car crash that may have involved a malfunction in Tesla’s autopilot program.
5 Anker Accessories That Are Better Than Their Competitors
These Anker products earned top marks from reviewers and customers, while direct comparisons showed why they beat their closest rivals.
Seedless and WatermelonDS Drop Their Latest Updates at Once
The world of Nintendo DS emulation has always been a bit of a strange thing. You're either in the camp where the emulation is fine, or the one where it's just better to do it on an original console. Recently though, those lines have been blurred with dual screen releases like the Anbernic RG DS,
OC Jim Bob Cooter discusses health at wide receiver | 2026 Training camp media availability
While unfortunate to have veteran players out for a day or two, the Colts offensive coordinator appreciates the chance to better evaluate younger players who now get a chance to run routes they might not otherwise.
Feds should devise way to reflect on COVID-19 response, says Canada's chief science adviser
Canada's chief science adviser says the federal government should devise a way to reflect on its response to the COVID-19 pandemic to better prepare the country and Canadians for future public health challenges.
Vikings QB Race Heating Up With One Name Pulling Away
The Minnesota Vikings quarterback battle has been one of the biggest stories for training camp to this point. Friday gave another chance for the quarterbacks to showcase their skills. J.J. McCarthy had the better day on Friday according to statistics, but SKOR’s Judd Zulgad pointed to one metric that worked in Murray’s favor.McCarthy had a […] The post Vikings QB Race Heating Up With One Name Pulling Away appeared first on HEAVY.
iOS 26 Gets First Jailbreak Thanks to Dopamine
After 326 days, iOS 26 has received its first jailbreak, thanks to the developers behind the popular Dopamine jailbreak. Lars Fröder, better known as opa334, today released Dopamine 3.0, which adds support for a number of newer firmware versions, including iOS 26.0 and iOS 26.0.1 on devices with A12 or A13 chips.
AHF Launches Health and Housing Newsletter
There is growing recognition that housing is more than a roof over someone’s head—it’s a critical driver of health and well-being. | The newsletter comes as the two sectors are working together for better resident, business, and community outcomes.
I compared Google's pricier Pixel 11 series to Samsung's Galaxy lineup - here's the better value now
The Pixel 11 may cost more, but Google's software advantage may make it worth it for you.
Retirement doesn’t make your health benefits simpler. It makes them more complicated
On this episode of Fed Thread, we look at how federal employees can better prepare themselves for FEHB after retirement.
Latest PS5 Pro Firmware Beta Automatically Enables PSSR 2.0 Override
Given how much better it is, this makes a lot of sense.
North Carolina high schoolers show improvements in mental health
After years of focus on mental health, the latest survey of students appears to show that North Carolina high school students are doing better.
Science Says People Who Can Laugh at Themselves Make Better Leaders (and are Happier, Too)
As long as the "joke" is affiliative and not destructive.
Building a better politics after Wisconsin’s messy primary
Immigrant rights, labor and progressive groups are working to get out the vote and to organize people who feel overrun so they can lead
Samsung Galaxy Z Fold8 vs. Samsung Galaxy Z Fold8 Ultra
We compare Samsung's new form factor foldable to the already established one. Which one is a better fit for you? Now that Samsung has a new form factor in...
Texas rural clinics turn to telehealth
Clinics with better internet connections are now offering telehealth services to patients who can’t do it from their homes.
Google Home update adds support for viewing third-party cameras from Wyze, Eufy, more
A Google Home update has added better support for third-party cameras from brands such as Wyze and Anker's Eufy.
How Aroma-Zone Built A Beauty Business Around Trust Instead Of Trends
Speaking exclusively with Aroma-Zone CEO Sabrina Herloury-Rouget about trust, regional relevance and why beauty needs better guidance, not more hype.
Blackhawks Trade Pitch Lands Penguins’ $30.75M Star Winger
The Chicago Blackhawks have made it clear with their roster moves this offseason that they want to be better in 2026-27. They most notably acquired Bowen Byram in a blockbuster trade with the Buffalo Sabres and also reunited with Patrick Kane. The Original Six also added other players to their roster this summer, like Ian […] The post Blackhawks Trade Pitch Lands Penguins’ $30.75M Star Winger appeared first on HEAVY.
Do leftovers taste better the next day? Sometimes, according to science
The widespread belief that some foods benefit from a night in the fridge has been put to the test, and it seems to be true for some curries, but not lasagne
Vanderbilt Health physical therapist bound for Nationals after winning four medals at Tennessee Senior Olympics
Vanderbilt Health physical therapist Grant Schlisner, PT, DPT, Cert. MDT, won four medals in the recent Tennessee Senior Olympics, which qualifies him to compete in the national Senior Olympics, set for July 2027 in Tulsa, Oklahoma. Senior Olympians are athletes 50 years or older who compete in regional events for an opportunity to move to state events, and eventually to the Nationals. Schlisner’s medals were in the javelin, discus and softball throw (gold) and shot put (bronze). Schlisner, who is based at Vanderbilt Health One Hundred Oaks, grew up in the Chattanooga area in a family that valued physical fitness and playing sports, and he says, with considerable understatement, “The whole family is quite athletic.” Grant Schlisner (R) with brother Bret and sister Sue, all of whom won medals in the Tennessee State Senior Olympics. (photo courtesy Grant Schlisner) His brother Bret also competed in the Senior Olympics. So did his sister Sue. (His other sister Tammy did not compete, but, Schlisner said, “We’re still going to work on her.”) And their father, who now lives in South Dakota, competed in that state’s Senior Olympics in the category for athletes aged 84 to 89. Schlisner was a high school athlete in several sports, including stints as a baseball pitcher and a football quarterback. Since he was already playing positions in other sports in which he was throwing things, he was also recruited to the school’s track and field team, which is where he gained experience in the events that were his ticket to the 2027 Nationals. The medals are a reward for the hard work of training and preparation, but Schlisner said the real reward is the fitness that the medals represent. Schlisner competes in one of his medal-winning events, the shot put. (photo courtesy Grant Schlisner) “[Preparing for competition] got me working out to train for these events. I added more extensive weight training to promote injury prevention and building flexibility and strength have made me feel better overall.” He also said that, in addition to the physical rewards, he enjoys the camaraderie of the other athletes and a feeling of accomplishment. “It’s great to be able to have a goal,” he said. “If you aim low, you’ll hit it. This is aiming high. I want to bring home a medal in the Nationals.” His physical therapy patients, especially those who may be discouraged or need a little extra motivation, also benefit from his example. “I can connect with patients and say, ‘I’m 57 with previous injuries, and I’ve been doing these events, and you can get back to your ‘sport’ as well, whether that is chasing grandkids or participating in a competitive activity,’” he said. And being around the other Senior Olympians, especially in the older age groups, is motivating for him, as well. “One competitor was 90 years old,” he said. “She’s not just sitting around. That was super motivating and cool to see. I don’t want to be a lump on the couch at 90.”
Improving key as Wrexham bid to go one better
Phil Parkinson says his side must aim to build on their positive 2025-26 season in the Championship as they prepare to return to competitive action against Middlesbrough in the first round of the Carabao Cup.
Bose Has Refreshed Its QuietComfort Headphones With Two-Way USB-C Audio And Better Noise Cancellation
Bose's updated QuietComfort headphones cost $359.
US Stand Up for Science movement expands to Europe
A grassroots movement by scientists in the US pushing back against threats to academic freedom is setting up a Swiss outpost to take the movement global. Stand Up for Science started in February 2025 to protest against politically-motivated grant cancellations by the Trump administration. Since then, it has organised numerous rallies by scientists and turned into a broader campaigning organisation, supporting “pro-science” political candidates and attempting to impeach Robert F. Kennedy Jr, the health and human services secretary the group accuses of advancing “quack” science. Now, Stand Up for Science is establishing a Swiss office to take some of its campaigning beyond the US, and its leader is urging European academics to organise similar pro-science groups in case they face similar threats in Europe. There will likely be “spillover” to Europe from what the Trump administration is attempting in the US, said Colette Delawalla, chief executive of Stand Up for Science, who last month returned from a tour of Europe. “Are we going to see a Trump-style scientific [. . .] take over in the same way?” she asked.Delawalla, who is doing a PhD in clinical psychology, said she was driven to help found the organisation after the Trump administration started cancelling health research grants in politically taboo topics, such as transgender people, diversity and HIV, in early 2025. Since then, the administration has introduced several other measures that infringe academic and institutional autonomy.It threatened to cut Harvard University’s federal funding unless the university accepted a “critical mass” of new faculty and students to create “viewpoint diversity.” And this year, it proposed explosive new rules that would allow political appointees at research funders to screen grants to make sure they “advance the president's policy priorities.”US scientists have been at times stunned by the volume of announcements, and the country’s researchers were relatively unprepared. “We sit in front of the fire hose every day,” said Delawalla. For this reason, European scientists need to prepare now for similar assaults. “If you've got a little bit of extra time to start thinking through, and making those preparations and building community and solidarity,” then European researchers will “start five steps ahead of where we were.” She plans to return to Paris in September to share experiences with concerned French academics. Is Le Pen the same?During her European tour, Delawalla said that French academics were beginning to worry about a National Rally (RN) victory in presidential elections next year. She said there were “chilling similarities” between Trump and Marine Le Pen, the RN’s likely candidate. However, so far, the RN hasn’t proposed anything nearly as radical as the Trump administration has carried out. Its current manifesto is all but silent on university and research policy. Le Pen’s 2022 manifesto bemoaned a lack of French R&D spending, including in fundamental research, and promised to modernise labs and strip away grant bureaucracy. The party’s 2024 European election manifesto explicitly supported the Erasmus+ student exchange programme, scientific exchange and joint European technology projects. However, a Le Pen victory next year could see France drastically cut its contribution to the EU, which would hit the budget for science and innovation. Meanwhile, more restrictive immigration policies could hit university recruitment of faculty and students. Climate science denial?As heatwaves and wildfires have ravaged France, the RN has sought to distance itself from previous comments casting doubt on climate science.In the UK, the radical-right party Reform UK, now second in the polls, denied climate research in a draft of its 2024 election manifesto, but its leader, Nigel Farage, then appeared to quietly U-turn and said he was “not arguing the science.” By contrast, Trump has repeatedly and explicitly denied climate change science, in 2025 calling it “the greatest con job.” Like the RN, Reform UK has been light on research and university policy. However, it did say in its 2024 manifesto that universities should suffer “heavy financial penalties” for allowing “political bias or cancel culture” on campus, building on laws brought in by a previous Conservative government. Ahead of September state elections in Saxony-Anhalt in Germany, the poll-leading Alternative for Germany has proposed abolishing gender studies and postcolonial studies, and promised money for “critical” climate research and studies of Islam. Starts with rhetoricEven if European radical right parties aren’t currently planning the draconian policy measures of the Trump administration, Delawalla said that academics should not be complacent, and fight even small funding restrictions or anti-science talk from the start. “It starts off with sowing distrust about institutions,” she said. “It starts off with these small things, and then all of a sudden it's there.” There are other, more established science and university advocacy groups in the US aside from Stand Up for Science. But the group stands out because of Delawalla’s refusal to attempt to appear politically bipartisan or conciliatory. “I firmly believe that the US is experiencing fascism,” she said. “We’re not trying to win over the super Maga people,” she said, “and we never have been.” The lesson of the US is that even if universities or other institutions capitulate to government demands, this doesn’t save them from cuts and restrictions. “It doesn’t matter what people do,” she said. Global “pseudoscience”Another aim of Stand Up for Science’s push into Europe is to better coordinate a campaign to protect people in poorer countries from what the group describes as “pseudoscientific exploitation,” trials outside the US used to build a case against things like vaccines. Earlier this year, the group sent an investigator to Guinea-Bissau to investigate a controversial, Danish-run Hepatitis B vaccine project funded by the US Centers for Disease Control and Prevention.The study would have withheld a proven vaccine from newborns, Stand Up for Science argued in a briefing it presented to Congress, risking their health. Significantly, the research group based in Guinea-Bissau, known as Bandim, focuses on the “non-specific effects” of vaccines: impacts on health beyond preventing the target disease. Related articlesEuropean researchers sound the alarm that Trump rule changes will hit cooperationData corner: which fields of health science is the US curbing? The US ‘golden age’ science strategy: what Europeans need to know The suspicion is that the study was funded as part of an attempt to shop around for results that could help build a case against vaccines in the US, said Delawalla. “This is just code for vaccines cause autism,” she said.Bandim has put out a rebuttal of Stand Up for Science’s criticisms, arguing its work has uncovered a number of vaccine side effects, both positive and negative, which need to be taken into account in public health. However, Congressional Democrats took up the Stand Up for Science cause, and in February, Guinea-Bissau said it had permanently halted the study. WatchdogBut for Delawalla, this is not the end of the fight. Kennedy has made a number of health claims that scientists think lack evidence, such as the idea that seed oils cause inflammation, for example. Delawalla worries that more studies could be launched in poorer countries to fish around for evidence to support this agenda. Stand Up for Science is talking to African science organisations to create a kind of “watchdog” to scrutinise any further trials. “Outsourcing the investigation to some of the most vulnerable children in the world who are desperate [. . .] is fundamentally wrong,” she said.
Is Hawaiʻi Better Off Without Independent Political Polling?
We don’t know who is leading whom this primary. That might be a good thing.
Now federally recognized, the Lumbee want better healthcare. They may be on their own.
The Lumbee Tribe of North Carolina secured federal recognition as a sovereign nation, but getting health care benefits may prove complicated.
Merck KGaA raises profit guidance on momentum in Life Science, Electronics units
Germany's Merck KGaA lifted its earnings guidance range for 2026 on Thursday, citing a further gain in demand for its drug manufacturing supplies and semiconductor materials, while posting better-than-expected quarterly results.
Science|Business summer reads of 2026
As most people in the European research and innovation policy bubble are going on a well-deserved summer break, we have come up with a list of our favourite books, podcasts and essays from the past year that ask deeper questions about science, technology and politics.BooksPasteur’s Quadrant: Basic Science and Technological Innovation, by Donald StokesIf you haven’t read Pasteur’s Quadrant yet, now is the time. In the EU and elsewhere, we’re living through a period of dwindling faith that curiosity-driven research automatically leads to economic growth and technological progress. Pasteur’s Quadrant, published in 1997 by the Princeton academic Donald Stokes, is the most influential critique of the standard “linear model” of R&D: the idea that new discoveries made in ivory-tower labs get neatly passed on for commercialisation by start-ups. In reality, Stokes argues, practical applications often inspire more theorical lines of inquiry. Of course, we have long known that things are more complex than the linear model, but even today, it’s still often assumed in Brussels discourse. The book is a useful corrective, and is being used now to argue for new types of scientific institutions. David MatthewsThe Weaponization of Expertise: How Elites Fuel Populism, by Jacob Hale Russel and Dennis PattersonAre society’s problems solvable by technical expertise alone? “If only the benighted would listen,” say Jacob Hale Russel and Dennis Patterson, two professors at Rutgers Law School who got frustrated with how scientists and politicians handled public health communication during the Covid-19 pandemic. In the book, they argue that clichéd mantras about scientific evidence and expertise perpetrated by academics, journalists and politicians have harmed public trust in the very institutions they were trying to defend. Paradoxically, slogans such as “we believe in science,” “follow the science” and “defer to the experts” can fuel mistrust in science, experts and democratic institutions. The authors criticise “condescension” and “technocratic paternalism” in the public discourse and make the case for a more nuanced approach to scientific and expert policy advice that rests on humility, doubt, scepticism and open dialogue. “Most complex social questions in fact revolve around values, not the recitation of unambiguous facts,” they say. Florin ZubascuBreakneck: China's Quest to Engineer the Future, by Dan WangIn this book, Dan Wang compares the structural differences between the US and Chinese industrial policies, but raises a very timely question for innovation policy wonks: how can advanced manufacturing know-how contribute to technology-intensive economic growth? Wang says technology has three components: the tools, the blueprints and patents, and the process knowledge. The third component represents the “proficiency gained from practical experience, which isn’t easily communicated and requires years of implementation.” According to Wang, rather than seeing tools and blueprints as the ultimate ends of technological progress, policymakers should see them as milestones in the training of better scientists and manufacturers. Over the past decades, China has amassed “process knowledge” because capital flowed to complex fabrication facilities, while investors in the West have parked their money in capital-light businesses such as digital platforms or chip companies that focus on design. As it turns out, thanks to its oversized focus on manufacturing, China has gained remarkable advantages in the global technology race. Florin ZubascuBaltic: The Future of Europe, by Oliver MoodyWhat can Europe learn from the nine countries surrounding the Baltic Sea? Alongside the familiar stories about Estonia's digital transformation, the book examines how the region has used technology, resilience, education, governance and long-term thinking to respond to geopolitical, economic and security challenges. Innovation policy wonks might find fresh perspectives on how innovation can strengthen defence, societal resilience and Europe's capacity to adapt in an uncertain world. Whether or not you agree with all of Oliver Moody's conclusions, the book is a useful guide to a region that is increasingly shaping European debates on security, competitiveness and technology. Goda NaujokaityteThe Invention of Nature, by Andrea Wulf This book chronicles the wild and adventurous life of natural science pioneer Alexander von Humboldt who at some point in the 19th century seems to have been just about the most famous person in the world. Through scientific expeditions to the Andes Mountains and to the depths of Siberia, von Humboldt contributed a host of discoveries and concepts. During his life he met and formed relationships with historical figures as different as Johann Wolfgang von Goethe, Simon Bolivar, Thomas Jefferson, Napoleon Bonaparte and Charles Darwin. He is also claimed to be the person in the world with most things named after him, a list that includes an ocean current, a penguin and a region of the Moon. Still venerated in Germany, with numerous scientific institutions named after him, von Humboldt has slipped out of public consciousness in most of the rest of the world. For anyone not familiar with him, this book does a good job of describing his fascinating life. Ole EllekrogCareless People, by Sarah Wynn-WilliamsYou may have heard this referred to as the book Meta doesn’t want you to read. The 2025 memoir from Sarah Wynn-Williams, former director of global public policy at Meta, then just called Facebook, includes explosive claims about everything from a toxic workplace culture to how the company worked with advertisers to target vulnerable teens, and the lengths it was prepared to go to in order to break into China. It’s a fascinating insight into how and why the tech company gradually shifted its approach to policy, whether in the US, Europe or Asia. Meta has denied the allegations in the book, and last year won an emergency ruling to prevent Wynn-Williams from promoting it. In response, the author is now suing her former employer. If that doesn’t make you want to read it. Martin GreenacrePodcastsThe Europeans: Europe’s anti-ElonThis podcast is a great choice for a light-hearted dose of European policy and culture news. Most of it has little to do with research, innovation and technology, but this particular podcast features an interview with Mastadon’s founder Eugen Rochko. He talks about his experience running an open-source, federated, European-made social media platform, and leaving it all behind. The conversation, which starts 14 minutes in, gently encourages us to reflect on what kind of technology we, as Europeans, want to make. Goda NaujokaityteSolarpunk and how we escape dystopiaNew technologies are very often taken from science fiction. Alberto Santos-Dumont, inventor the airship, was inspired as a child by the adventure stories of Jules Verne. OpenAI’s attempt to build a personal assistant with the voice of Scarlett Johansson was lifted from the 2013 film Her, completely ignoring the movie’s cautionary message. So if we want better tech, we need to imagine it first. Unfortunately, the state of current sci-fi is relentlessly dystopian, giving inventors precious few ideas or hope. However, a new genre, Solarpunk, which envisages a technologically advanced but ecologically harmonious future, is now taking off. The actual tech the genre imagines, such as permaculture, renewable energy or community repair workshops, while nice, isn’t all that inspiring or ambitious. But it’s a first step towards rescuing sci-fi from its pessimistic Blade Runner rut. David MatthewsEveryday AbundanceLaunched in June, Everyday Abundance is a podcast that tells the stories of the inventions we now take so for granted that we barely given them a second thought. For example, the washing machine, which liberated women from a lifetime “bent over washtubs and washboards.” Or modern dentistry, which ended the reality that “tooth pain was simply part of human life.” Historians of technology, Virginia Postrel and Charles C Mann are very much on the optimistic end of the spectrum when it comes to the capacity of invention to improve human life. Here, they set out their case: if it wasn’t for progress, you might be hunched over a washtub with toothache rather than reading these words. David Matthews‘We will not know what we lost’: Conservation fallout a year after USAID shutdownSince his return to the White House, Donald Trump has been on a mission to undermine science. He slashed jobs at federal agencies, terminated grants in some research areas, took unprecedented control over university affairs and, within hours of his inauguration, suspended the US Agency for International Development. While its initial focus was to administer health and food aid around the world, it had since expanded to conservation projects. The result? Some of these projects were stopped abruptly. In this Mongabay podcast, environmental reporter Michelle Nijhuis tells the story of the EcoGuard conservation programme in Liberia, whose local patrols had helped protect rainforests, monitor endangered wildlife and track illegal threats. From one day to the next, these were left without salaries. Luckily, she notes, the initiative was able to get emergency funding from international NGOs, but its future remains “incredibly uncertain.” Juliette PortalaEssaysThe Mars Delusion, by Henry WismayerWhy is humankind so fixated on establishing a colony on Mars? asks London-based writer Henry Wismayer. From space evangelists promoting Martian settlement as an insurance policy, to billionaire Jeff Bezos, who said humans should settle on Mars “because it’s cool,” the mission is not running short of advocates. However, in this essay, Wismayer reminds us that some critics expect any future Mars pioneer to end up “irradiated, sick, mad and dead.” Scientists have already looked into the possible effects of prolonged exposure to Martian gravity, and it’s not pretty: muscle shrinking, bones weakening, changes to the central nervous system and other biological modifications to make us all reconsider the journey. “Some researchers have forecast that the future settler, after generations of evolutionary conditioning, will look less like an Übermensch and more like ET,” Wismayer writes. Juliette Portala
Epic Discounts | Must‑have home, entertainment and tech finds
This week’s Epic Discounts features products for quick cleanups and better indoor air quality, almost endless TV programming and inspiring tech. They’re available at awesome prices, so now is the perfect time to simplify your life and leisure time with these must-have deals.
Progressive Abdul El-Sayed wins Michigan's Democratic primary for Senate
El-Sayed, an epidemiologist, backs Medicare for all and decries corporate money in politics. He beat Rep. Haley Stevens, whose supporters said she would have had a better chance in the fall.
"We take your feedback to heart" - Game Freak promises to improve Beast of Reincarnation following a divisive launch
Beast of Reincarnation has been described as unfinished by some players, and Game Freak is working on making things better.
Southwest Airlines is courting business travelers with a new offering: Here's everything you can get out of it
The new Business Priority program, available in early 2027, means more flexible options for frequent corporate fliers.
Chartbook 464 The"China squeeze" - the politics of development counterfactuals.
There are three types of China shock discourse. Each has a distinct temporal register. China shock 1.0 was a phrase coined by US academics in the 2010s to retrospectively summarize the impact on particular US labour markets, which they identified through painstaking empirical investigation. China shock 2.0 on everyone’s lips in Europe in the mid 2020s is an alarm raised by trans-Atlantic policy thinkers warning of a coming disaster which they project onto Europe’s ailing car industry. The third type of China shock discourse - commonly known as the “China squeeze” launched most recently by Indian economists Shoumitro Chatterjee and Arvind Subramanian in the pages of Foreign Affairs - mobilizes a different, more speculative temporal register: the counterfactual realm of alternate history. The China squeeze argument asks not what has happened, or what is going to happen, but what might have been. Specifically, what options for economic development might have been open to Global South economies like India or the economies of sub-Saharan Africa, had it not been for China’s spectacular industrialization since the late 1990s and the persistent competitiveness of China’s manufacture in low-skilled segments. Chatterjee and Subramanian’s argument is that whilst China has built a powerful position in electrical machinery and other high-skill manufacturing, which is now delivering China Shock 2.0, it also continues to run a trade surplus in low-skill, labour-intensive manufacturing. This surplus is large and has remained largely unchanged in fifteen years. Indeed, in the 2010s, in trade with low-income countries, China’s surplus rapidly increased. On their reading, this squeezes low-income producers in low-skill sectors in which they “should” be able to compete. Source: “China’s Mercantilist Squeeze on Developing Countries” Shoumitro Chatterjee and Arvind Subramanian. Peterson Institute for International Economics 26-7 May 2026 Chatterjee and Subramanian’s wording is telling: (emphasis mine) The canonical trajectory of economic development in the post-World War II period is for countries to transition from agriculture to manufacturing, first in low-skilled manufacturing and then later on to high-skill manufacturing (Herrendorf, Rogerson, and Valentinyi 2013). At the global level, this implies that high-income countries (HICs) that once specialized in low-skilled activities cede manufacturing export space to poorer countries that come along to occupy that space. In 1965, advanced economies accounted for about 60 percent of global value-added exports in four key low-skilled manufacturing sectors, i.e., apparel, leather, textiles, and footwear. Over time this share declined and began to be occupied first by the East Asian tigers and, beginning in the late 1990s, by China. Today China accounts for about 50 percent of the global market. The question is whether China, with its rising prosperity, is continuing to behave like its richer counterparts and ceding export space to poorer followers or to behave unlike them and continuing to occupy space. In terms of the conceptual maneuvers it performs, of the three China shock discourses, the “China squeeze” argument is by far the most ambitious. After all, it bases its critique of China on a counterfactual imagining of the world. Like any counterfactual argument, to construct this alternative reality it must rely on a heuristic model. To make their argument Chatterjee and Subramanian mobilize two key claims. The first reference point is the actual history of rich-country industrialization, what they refer to as the “canonical path”. The idea is that countries transition from agriculture to light industry and low-skilled manufacturing and from there up the value chain. To make this useful as a standard of comparison and a means to construct a normative standard, they adjust sectoral export shares for two factors: 1. the underlying level of economic development of the exporting country, as measured by national income and 2. the degree to which the sector in question is internationalized. The idea being that for a high income country to have a high export share in low-skill sectors is anomalous and even more so if that particular product is highly internationalized and thus suitable for being “conceded” to lower-income competitors. Where should this process end? Here Chatterjee and Subramanian introduce their second benchmark. Their normative idea of a global development path is one in which, in due course, low-skill manufacturing exports are distributed in proportion to a country’s share in the global labour force. They imagine, in other words, a world of proportional, polycentric global development without much national specialization in low-skill manufacturing. A useful benchmark is that, in labor-intensive manufacturing sectors, a country’s share of world exports should be broadly commensurate with its share of the world’s low-skilled labor endowment. … In the Heckscher-Ohlin model, this would be true if value added per worker and export propensities, i.e., fraction of output that is exported, are the same across countries. It is this pleasant liberal vista of orderly global development, progressing towards a general distribution of low-skilled manufacturing against which they judge reality and conclude that the low-income countries are suffering a “China squeeze”. China is not exiting low-skill sectors fast enough Allowing for its gdp level and the degree of globalization, China’s share of low-skill manufacturing exports is far higher than it “should” be. Relative to population, its low-skill share of exports is far too high. That in turn yields the conclusion that huge numbers of jobs - the authors suggest tens of millions - are being hoarded by China. For the four sectors captured in figure 4, this excess in value-added exports is $110 billion in 2022. For all low-skilled sectors overall captured in appendix figure D.1, excess value-added exports amount to $365 billion. The crowding out of LMIC exports by China is therefore substantial. Both these claims have in common that they are strong structuralisms. The first is that development paths ought to resemble each other. The second is that broadly speaking as far as low-skilled manufacturing is concerned, all countries are alike. If the world currently diverges from the distribution of trade implied by these assumptions, if China is not following the advanced economy path and has huge exports, this must be the result of “policy”, which the authors then put in question as illegitimate or unfair. Thus the naturalistic construction of a canonical path leading to a “level” distribution of low-skilled manufacturing reveals itself to be a polemical tool. From the point of view of China shock polemics, this discourse is no doubt welcome. But as an account of economic history, it must surely be regarded as nothing short of bamboozling. Development paths do not follow a regular, natural sequence. As David Fishman put it aptly, “development is not a queue”. They are always and everywhere, through and through political. Development is not so much a process, as a project. Each such project is more or less well adjusted to its context. As Gerschenkron taught uneven and combined development implies differentiation rather than simple imitation on a single parth. It may be true that Europe and the US exited relatively early from low-skill work. But clearly technology has changed. As C&S themselves point out, China no longer enjoys a low wage environment. Do they really believe that such huge differences can be accounted for either by industrial policy, which as they admit does not operate powerfully in low-skill sectors, or by exchange rate manipulation? What is overwhelmingly dominant in explaining the persistence of “low-skill” manufacturing in China are surely the network effects of complex supply chains. Indeed the label of “low-skill” may miss the point. The degree of globalization which Chatterjee and Subramanian decide to conjure away in their model of the development path - to allow for the fact that Europe and American textiles exporters did not enjoy just-in-time logistics in the 1950s - obscures the point that the networks through which Chinese factories supply the world are themselves key parts of the low-skill industrialization project. China isn’t knocking out 1970s style “cheap”. It has redefined the entire product cycle. C&S’s casual reference to “T-shirts” is telling. In today’s “fast fashion”, there is weight on both terms. Fashion and fast. China’s success in delivering on both at unprecedentedly high speed and at unprecedentedly low cost, isn’t a low-skill operation at all. If we see development trajectories not as the serial repetition of the same, but as distinctive, crafted projects that cumulate in complex agglomerations of skill, technology and labor, then this explains why the assumption that low-skilled manufacturing should follow the distribution of population flies in the face of all experience. As countless cases attest, low-wage, low-income developed economies are not by themselves the makings of a competitive production base. As Leon Liao puts it quite fairly: “International trade has never been allocated according to population. A country’s population gives it no natural claim to an equivalent share of global exports." And the remarkable fact is that Subramanian alone and with co-authors has long been making this point, not to pillory China, as is the case of the tendentious _Foreign Affair_s and Peterson pieces, but to highlight the great counterpart to China’s industrial success, namely India’s relative failure. The much-quoted Foreign Affairs piece showed low-skill export shares only for China, not for India. If you put both countries in the picture as Chaterjee and Subramanian have done on other occasions, the picture looks like this. China is far above the line, but India, almost as large in terms of population, is no less anomalous, just in the opposite direction. As far as global populations are concerned, and the imagining of tens of millions of “squeezed” jobs, it is this Sino-Indian pair that account for a huge share of the action. What this graph reveals is not China’s cheating, but India’s “greatest development failure”, at least this is the argument made Arvind Subramanian, this time in co-authorship with Devesh Kapur, in their major book, A Sixth of Humanity. Independent India’s Development Odyssey which appeared with Oxford University Press earlier this year. In this highly critical work on India’s development, China is repeatedly evoked, not to criticize but as a benchmark against which to illuminate what India’s political economy has not delivered i.e. large-scale formal employment for hundreds of millions of citizens. Kapur and Subramanian leave no doubt, if you want to understand why China, not India was the main driver of manufacturing globalization from the 1980s, don’t look to slots opening up in the division of labour thanks to the liberal mindedness of advanced economies, look to the contrasting political economy of the Maoist PRC and India’s post-independence political economy. As Kapur and Subramian note: The great divergence between China and India did not begin in 1978 with the Deng reforms—it was well underway by then. In one of the great ironies of modern history, the conditions created by Maoism turned out to be a great launching pad for industrial globalization. As the comparison of India and China in 1980 makes clear, to imagine manufacturing would be equally distributed when populations are so differently endowed in terms of educational and nutritional is fanciful. Here is the data from Kapur and Subramanian, data which I explored back at the very beginning of Chartbook. As Kapur and Subramanian insist, the striking fact is that even as India’s growth accelerated from the 1980s, structural change has not. Formal employment in India lags woefully behind. Why? As Kapur and Subramanian note, the path-dependent impact of India’s poor early start was devastating. The list of factors they mention is long and weighty: We argue for a new five-fold explanation applicable at different stages of Indian history: in the initial stages, the legacy of two key pre-1980s policies, the neglect of agriculture and the strangling of the domestic private sector, were critical. The failure of broad-based agricultural growth militated against rural industrialization, which would have been devoted to satisfying local needs that would have necessarily been labour intensive. Then, when the boom came after 1980, the thicket of regulation and broader labour protections that were legislated prematurely in a nascent democracy, underpinned by a deep ideological aversion to private capital in general and big capital specifically, became a barrier to attaining the size that would be necessary to compete globally. Similarly, the reforms after 1991, while wide-ranging, did not quite encompass non-tradeable inputs critical to manufacturing, namely, land, logistics infrastructure and power. A combination of low investment (logistics infrastructure), regulation (land) and the continued monopoly supply by state governments (power), combined with residual socialism, kept costs at 75–100 per cent above efficient supply. These factors were compounded on the supply side by the government, which dominated the formal labour market and established exorbitantly high wages at the lower end of the skill spectrum. This made their employment in the labour-intensive sector by the private sector less attractive. Finally, when the services sector and its exports boomed, wages soared even further via a Dutch Disease effect: one successful tradeable sector killed and cannibalized another less-skilled tradable sector, namely, manufacturing. Thus, scarcity-inducing policies of the planning era, precocious democracy and a Gandhian aversion to size; inefficient, monopolistic supply of critical non-tradable inputs; the behemoth of government; and super-successful skill-intensive services successively undermined India’s unskilled labour employment opportunities. The employment failure seems to have been over-determined. … Less quantifiable but no less important are some of the sociological factors that have undermined manufacturing and factory jobs. Take the impact of the success of the IT sector—located in urban areas with better working conditions, such as air-conditioned offices, good schools for children and attractive entertainment options. It became a more attractive place for engineering and management graduates to flock to. … Consider manufacturing and female employment. Indian society makes it difficult for women to work, reflected in India’s unusually low female labour force participation (elaborated in Chapter XIII). Indian society, in particular the routine harassment of women in public spaces, makes it even more difficult for them to travel long distances to take up work.37 Combined with onerous regulations on creating hostels and dormitories for women—which, in turn, prevents multiple shifts of operation—factories need to be located in areas with a large female labour pool. While firms can take apparel plants to female labour or bring them to the plants by building large-scale dormitories, this raises costs. If there was a case for subsidies to encourage labour-intensive manufacturing, housing subsidies to build dormitories for women workers would be a good place to start. All of this meant, that when opportunities did open up, in part thanks to adjustments in China, India was in no position to take advantage. Here is the account of the 2020s from Kapur and Subramanian. It stands in dizzying contrast to the one-sided, “China squeeze” argument delivered in the Peterson and Foreign Affairs pieces: In 2022, for example, India’s share of global exports in clothing (the canonical labour-intensive sector) was 3.1 per cent compared to 32 per cent for China. This is extremely disappointing because China started vacating export space in this sector after the Global Financial Crisis as its wages started rising; it then vacated further space in the aftermath of geopolitical developments that led investors to seek alternative investment locations. Between its peak and today, China lost about 7.5 percentage points of global export share (worth about $43 billion in 2022); over this period, India’s export share remained stagnant at 3 per cent, while that of Vietnam and Bangladesh rose by 3.5 to 4 percentage points. China’s loss did not translate into any gain for India in terms of low-skill exports and employment. Put differently, when the conditions for dynamism and prosperity were established after 1991, and even more tantalizingly when the global export opportunities opened up, it was as if India was a high-wage economy and only skilled labour could benefit from the dynamism. It had converted its physically abundant unskilled workforce into an economically expensive resource, penalizing its use. It is not my mission here to argue for or against Kapur and Subramanian’s interpretation of India’s development trajectory. The point in this context is simply that the “China squeeze” such as it is can only be understood, in relation to the heavy burden of domestic constraints that Kapur and Subramanian so unsparingly enumerate. I am concentrating here on India because it is the great counterpart to China and the unspoken reference point of the “China squeeze” discourse. But the point is more general. Can anyone with a straight face suggest that the main problems afflicting the development of South Africa or Nigeria, the great centers of mass underemployment in sub-saharan Africa, are cheap competition from China driven by Beijing’s industrial policy and an undervalued RMB? Likewise, is the main problem of the American working-class the threat of Chinese competition or the manifest crisis of social reproduction in the United States itself? The point here, as in the discourse around China shock 2.0 in Europe, is to insist that we should not normalize the world and pathologize China, without actually investigating what is going on in America’s industrial wastelands, the German car industry, or India’s lopsided labour market. One-sided pathologization should be understood for what it is, a polemical gesture. Concepts like China shock and China squeeze are, what Reinhart Koselleck, following Carl Schmitt, would have described as “asymmetrische Kampfbegriffe”, or “asymmetrical counter-concepts” or “asymmetrical combat concepts”. If the function of arguments like the “China squeeze” is to alert elites in the rest of the world of the need to rejuvenate and energize their development projects, so be it. But let us see the resulting discourses as the mobilizing interventions that they are. Interestingly, a significant slice of China’s public sphere - the so-called industrial party - have been obsessed for the last twenty years with precisely these questions of counterfactual economic history. Since the mid 2000s, a massive online discourse developed around an alternative history in which Chinese techno-patriots were asked to imagine how they would proceed if they had the possibility of traveling back in time to transport modern technology into the Ming dynasty (1368-1644) thus averting the “great divergence” of the 18th and 19th centuries. It is a fantasy of course, but also a goad. The point was not directed at Westerners. The alternate history is dramatically nationalist, but few n the West had even heard of it until recently. The adherents of the industrial party are not liberal moralists. They don’t project natural ladders of international development and ask why others don’t cede space. They take the Realpolitik of global economic development for granted. Their pointe was directed against fellow Chinese. The rallying cry of the alternative narrative was this: Now that we are beginning to gain steam and push forward on our national development path, now that we are breaking out of the inferior position assigned to us even in the early years following WTO accession, do not lose yourself in humanistic imaginings about better futures. In the spirit of Deng, they called on China to embrace the hard truth of development. Perhaps one might of the Industrial Party as a cultural trend born out of desire for symbolic revenge against those who had inflicted the century of humiliation. In terms of the various temporalities of the “China shock” - retrospective, prospective and counterfactual - one might think of the Industrial Policy discourse as truly speculative, conjuring up the China shock that never was. Or perhaps one might better think of it as imagining a world in which a powerful China was no shock at all, but simply a defining fact of modern history. I love putting out Chartbook. I am particularly pleased that it goes out for free to thousands of subscribers around the world. But, writing this newsletter takes a lot of work. If you are enjoying it and would like to support the project, sign up for one of the subscription options here. It is the equivalent of a fancy cup of coffee per month! Subscribe
Opinion | Trump’s NSF cuts would undercut gold standard science
Trump says he wants better science, but his NSF budget would weaken reform.
LLMs better than docs at providing clinical context for imaging orders
The inclusion of clinical indication is standard for imaging requisitions, but the information provided is often vague and leaves out useful context that could help radiologists.
Tarik Skubal Deserved Better in Dodgers Debut vs. Cubs
The Dodgers lost their fifth straight game on Tuesday, August 4, despite getting a quality start from their big new addition, Tarik Skubal.
AI-generated stories rated better quality than human-written ones, study finds
Researcher says simpler writing by AI is easier to read and digest, but this does not mean human authors are obsolete
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.
Accel Entertainment (NYSE:ACEL) Posts Better-Than-Expected Sales In Q2 CY2026
Slot machine and terminal operator Accel Entertainment (NYSE:ACEL) reported Q2 CY2026 results topping the market’s revenue expectations, with sales up 9.6% y...
Senate Democrats Release Memo On Reforms To Make Health Insurance More Affordable
The debate between Medicare for All and Medicare by Choice advocates, both of whom seek better affordability, is shaping up to be an interesting one in the coming years.
Beyond 'Pawn Stars': How One Entrepreneur Turned Hidden Wealth Into a Business Opportunity
Years of valuing luxury assets taught Michael Manashirov that true entrepreneurship isn't just about recognizing value—it's about finding better ways to unlock it.
Microsoft delivered plenty of Windows 11 updates in July — and I'm highlighting the most important changes for your PC
Microsoft spent the second half of July improving Windows 11 with better customization, improved search, smoother updates, and long-requested Taskbar controls.
MrBeast Sales Slow, Angel Stock Falls, MUBI and Neon Look for Hits, and Will an NBA Franchise Set a Sales Record?
(Welcome to the Entertainment Strategy Guy, a newsletter on the entertainment industry and business strategy. I write a weekly Streaming Ratings Report and a bi-weekly strategy column, along with occasional deep dives into other topics, like today’s article. Please subscribe.) You probably remember egg prices spiking a few years ago. This led to a lot of debate between the pro-market/pro-competition/antitrust/Neo-Brandesian crowd and the center/center-right/center-left/abundance/libertarian crowd over the cause, whether it was the avian flu outbreak or whether industry consolidation led to price fixing, using avian flu as a convenient cover. Basel Musharbash wrote a whole investigation at BIG looking at it. Well, two years later, we have our answer: it was price fixing. The Justice Department found proof, via emails, of price fixing. Indeed, just the threat of an investigation brought prices down two years ago: I bring this up because at least half a dozen of my favorite political writers and pundits, who were skeptical about price fixing at the time, haven’t written any mea culpas on this issue. It’s really dispiriting and makes it much, much harder to trust their work on other issues. If you take a hard stand on an issue, then you get it wrong, you need to explain how and why you got it wrong. Or update your priors. This is how epistemological bubbles are formed! All of which is to say, it’s time for another installment of “What I Got Right, What I Got Wrong”. Last issue, I mostly focused on the “wrong” side of the equation, so today’s is a bit more balanced, but with one big mea culpa (though I still stand by my original concerns). Let’s dive right in! Subscribe CORRECTION: UFC Didn’t Release Subscriber Data (But Seems to Have Bragged About It Internally) In my analysis of the viewership of UFC Freedom 250, I wrote... “Paramount has also released datecdotes bragging about their subscriber numbers. Earlier this year, they claimed that the first UFC fight on Paramount+ brought in 1 million subscribers.” Well, that datecdote did not come from a PR rep, but from great reporting from James Faris at Business Insider. The actual quote was this: “Paramount’s flagship streaming service generated about a million new subscribers on the day of its first-ever UFC event, Paramount product chief Dane Glasgow told employees in a town hall on Tuesday morning, three staffers who attended the meeting told Business Insider.“ This wasn’t the biggest goof in the world; even Faris emphasized to me that this is more a “clarification” than a correction. Still, it sounds like, internally, the folks at Paramount were very happy about this result—and I’m guessing they were happy with this news getting out—even though the gains didn’t last through the quarter, dropping to 700K adds. RIGHT: MrBeast’s Struggles Continue... I’m very skeptical about MrBeast’s burgeoning media “empire” and, in particular, its $5 billion valuation, as I wrote earlier this year and last year. Sure enough, according to Business Insider, regarding its “booming” consumer products division_:_ “US sales volume grew 13% year-over-year in 2025, following a 33% leap the previous year, according to a presentation deck dated May 2026....A February 2025 investor deck viewed by Business Insider showed Feastables’ net revenue more than doubled in 2024 from 2023, to $215 million, and was forecast to grow 74% in 2025, to $375 million.” [Emphasis mine.] If you told investors that you projected 74% growth but delivered 13%,1 that’s not ideal. But it’s not just MrBeast. Logan Paul and KSI’s Prime had sales drop in half for their energy drinks. It’s one thing to build a successful entertainment company and an entirely different thing to succeed in the heavily-consolidated-but-also-very-competitive consumer packaged goods space! CPGs are dominated by a few firms with very wide moats compared to YouTube, which has few barriers to entry. These businesses require different skill sets and have completely different business environments. WRONG: Does the NBA Have an $8 Billion Bidder? Almost as soon as I published my article about the NBA’s finances, casting skepticism on NBA expansion, I saw this Front Office Sports headline: One group “claims to have already raised $8 billion” for the Vegas expansion team. I mean, wow. That’s just $2 billion less than what the Los Angeles Lakers were valued at when they were sold just last year. And they’re arguably the most popular team in the NBA. (Side note: the new owner is now under an investigation for fraud in how he went about financing the Lakers and the Dodgers purchases.) So much for the “dried up” language I used in that article. (This is why I usually stick to my “Entertainment Nuance Guy” tone in articles...) I went off old information—from April, when I read/heard about the NBA downplaying expansion efforts—instead of doing a quick double-check for new news. That said...if you read the article, the market for Seattle is “slow”, with just one reported bidder. So I wasn’t entirely off. This goof has annoyed me since I first published it, mainly because it undercut that article’s real point, which I stand by: NBA franchises are really overvalued right now. Now, I get why NBA teams are overvalued. When it comes to owning sports teams, it’s basically never wrong to assume that some rich person somewhere will care more about owning a team (or just being part of a group since they’re so expensive) than the actual financials. There are only so many teams to own, and opportunities to buy in preferred markets don’t come along very often. This explains why the teams sell for such high multiples (usually above a 10 to 12.5 revenue multiple, which is very high). You only need one person to overpay! Beyond the ultra-wealthy luxury good explanation, I worry NBA teams are becoming speculative assets. More and more private equity investors are buying into NBA teams. But the value, in owning a team, comes from selling it later, not any meaningful relationship to revenue or profit growth. In other words, the newer NBA owners are increasingly expecting someone later to buy their inflated asset. That’s not sound economics; that’s the “greater fool” theory at work.2 At some point, actually making money has to matter. Especially since revenue growth is now below the growth of the stock market. (And this matters because the NBA doesn’t have easy levers to pull to drastically lower their costs—half of their revenue has to go to players and then you actually have to run a team, including coaching, training, travel, media expenses, and more—or raise revenues aside from one-off expansions in America and overseas.) I just don’t see how investors make their money back buying NBA teams, except for selling at a higher price later on down the line. But if revenue/profit growth continues to slow, at some point, someone will be left holding the bag. RIGHT: Baseball and Basketball are about equally popular. Related to the above, I wanted to cite two quick pieces of evidence for one of my other theories: that the NBA and MLB are about as popular as each other, but the NBA gets much, much better media coverage. One YouGov survey has that fans prefer basketball to baseball by 52% to 48%, which I’m guessing is within the margin of error for that poll. That’s virtually even, meaning they’re about the same popularity. Over on NBC, a recent Red Sox-Yankees game averaged 4 million viewers, higher than Sunday Night Basketball’s average of 3.4 million on the same network. A Yankees-Dodgers game averaged 3.9 million two weeks ago. Not every game averages this much, but it shows you that baseball isn’t far off from basketball, depending on the matchup. Altogether, the NBA is just slightly more popular than baseball, but NBC is paying MLB a fraction of what they pay the NBA, a point I’ve made before. RIGHT: Angel, MUBI and Neon Updates... I’ve long been skeptical about many of Hollywood’s buzziest startups/smaller indie studios. It’s not that they don’t make great movies—films like Anora and Everything Everywhere All at Once are amazing—or that they’re not (rightfully) pushing the majors to make better films, but...they get a ton of hype, and that hype often doesn’t live up to the reality or difficulty in scaling up. Starting with MUBI, well, The Wall Street Journal wrote a feature on MUBI’s struggles last April, best summarized by the subheader “After Sequoia valued Mubi at $1 billion, a left-wing revolt sent the indie film company into a tailspin”. MUBI lost $7.3 million on $200 million in revenue in Q4 2025, but reportedly hit a record 1.7 million subscribers at the end of Q1. As for Neon, Department M purchased a “significant stake” in the company earlier this year. How much is that “stake” worth? According to Deadline, “No financial figures for the Neon-Department M deal were disclosed.” So...that’s not great! If it was a big valuation, we’d hear about. Also, I found this curious: “Both Neon and Department M already have separate partnerships with Qatar. The Qatar Film Committee has a slate deal in place with the former, and a biopic production pact with the latter.” Color me skeptical about much Middle Eastern investment dollars. See: LIV Golf. Finally, as for Angel (formerly Angel Studios), their stock very, very slightly popped last month after Young Washington ($20 million budget) which made $45 million in the US, but their stock is still way down from its opening. Smaller Updates RIGHT: The WGA should focus on antitrust concerns! I’ve been on this for years. Post-WGA/AMTPT deal in 2023, I wrote an article for the Ankler calling on the WGA to focus and organize against industry consolidation. Sure enough, the WGA filed a lawsuit against the Paramount-WBD merger, and people are organizing around this issue now. I wish this energy had coalesced earlier (specifically to lobby Washington much earlier), but better late than never! WRONG: Actually, the chip shortage might be due to market manipulation. In my last “Long Reads for the Long Summer” article, I shared an article about how LLMs are causing memory chip prices to spike, which will make all electronics more expensive. Well, turns out, three RAM manufacturers control 90% of the market, and now a private lawsuit accuses them of price-fixing. So yeah. WRONG/UPDATE: The Odyssey will hold! Two weeks ago, I wrote, “As of this moment, we haven’t had a super-blockbuster, though The Odyssey, Spider-Man: Brand New Day and Avengers: Doomsday could all cross the $500 million mark. (At this point, The Odyssey would need a very strong hold to get there.)” Well, it’s safe to say it’s going to have that hold! It only dropped 30% in weekend two and IMAX screenings are sold out all month. Spider-Man: Brand New Day is also off to a great start. RIGHT: People are rushing to get shows out yearly. I’ve long been bullish on yearly, weekly-released shows, and Leslie Goldberg at The Ankler wrote about how many people in town are now listening. WRONG: Mark Carney reverses Canada’s stance on homegrown production. After writing about Canada installing domestic production quotas, Canada has backed off. WRONG: I don’t trust Spider-Man: Brand New Day’s online “views”. When I originally wrote about the latest Spider-Man film’s record-breaking trailer, I thought this was just YouTube views, but after watching this Corridor Crew video and doing more research, well, it’s all social views of the trailer globally. Really? That stat includes TikTok, Reels and YouTube Shorts views. Basically, I don’t trust it anymore. (This film will probably set record, but I trust the pre-sales data more.) RIGHT: Celebrity Production companies are still struggling. I’ve written about this for years, but the company that I didn’t track was Kevin Hart’s HartBeat, which was valued at $650 million but is struggling now and might just end soon, especially after Kevin Hart pulled his endorsement deals. And Bad Robot is moving to NYC. CORRECTION: SpongeBob is a “second run” title. In my 2025 recap article, I had _SpongeBob SquarePants_labelled as a “library” title, when it is still a “second run” show, with new episodes still coming out on Nickelodeon. CORRECTION: In my last “What I Got Right, What I Got Wrong” update, I offered a correction from Doug Creutz and misspelled TD Cowen. Thanks, Grammarly! 1 Though he could have increased prices to make up for the gap, he couldn’t have increased them that much. 2 There’s a theory, which I think that Daryl Morey created and Bill Simmons popularized, that, to be successful building your team, you only need a handful of bad GMs in the league to take advantage of. To be clear, Daryl Morey’s theory was also for signing bad contracts, that you could always get out of bad contracts. Basically, there’s always someone who will make a bad trade. It’s not the same exact thing, but similar enough to the Greater Fool Theory that I really like it.
When does advanced science create entrepreneurs — and does it matter?
A new NSF Engine in Cleveland revives an old question — whether a startup or an incumbent should turn research into products — and brings up a better one: whether that distinction serves the people it’s meant to.
Michelle Centofanti Honored as Louisville Business First Best in Finance Winner
For Michelle Centofanti, finance has never been just about numbers. It is about helping people make better decisions, solving complex challenges, and building stronger partnerships across the business. That approach has earned Michelle recognition as one of Louisville Business First’s 2026 Best in Finance honorees. During her first year at Heaven Hill, Michelle has become […]
The longevity gold rush: Inside Utah's booming business of living better, longer
The business of living longer is booming in Utah. Here's what's driving it.
The longevity gold rush: Inside Utah's booming business of living better, longer
The business of living longer is booming in Utah. Here's what's driving it.
The No. 1 Daily Exercise to Boost Gut Health, According to a GI Doctor
In TODAY.com’s Expert Tip of the Day, a doctor explains how physical activity supports better digestion and gut health.
Samsung experience shows Apple's timing for the iPhone Ultra couldn't be better
Apple has waited a very long time to launch its first foldable iPhone, with Samsung already eight generations in to...
Renovations at natural science museum making a great museum even better
The Mississippi Museum of Natural Science is getting a makeover and there are new fun things to do including having a sleepover at the museum.
Millionaire tax is good for Maine businesses, good for Maine
By raising revenue to help people meet basic needs, we give them a better chance of remaining in their jobs and communities.