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Oklahoma officials outline progress on Rural Health Transformation Program initiatives
The update comes as Oklahoma prepares to enter the second budget period of a five-year federal funding opportunity meant to transform rural health.
Democrats aim to emulate Republicans in building state power
A growing number of progressive groups looking to combat the influence of conservative groups. Experts say the left has years of work ahead if it wants to match the prowess of the organized right. But the second Trump administration has rallied Democrats across the states seeking to oppose federal policies.
The Literacy Crisis Reaches Dog-Bear Science
“New analysis of more than 300 bear encounters suggests our canine companions often increase odds of conflict and rarely serve as early warning systems many recreationists assume,” reads a subhead in Mountain Journal. The thing is, that study reaches no such conclusion. But you have to read beyond the abstract to understand that. Mountain Journal is not alone. Let’s look at a brief list of takeaways published elsewhere just to establish that none of them seem to know how to read science. Wes Siler’s Newsletter is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Here’s CBC: “A new peer-reviewed study, The Canine Conundrum: Is a Dog a Help or Hindrance in Bear Country?, dug into conflicts similar to what the video depicts, by analyzing 326 reported human-bear conflicts from 1901 to 2023 involving dogs.” “The study found 54 per cent of conflicts were started by dogs. In the encounters researchers included in the study, five people and 56 dogs were killed, and 170 people were injured.” “Lana Ciarniello, an independent researcher who co-authored the study, said researchers found when a person goes hiking with at least one other person, the odds of a negative bear encounter decrease by 50 per cent.” “However, when a dog is involved, the chances of a negative bear encounter increase because ‘a dog really adds a chaotic factor into the mix of recreation,’ said Ciarniello.” Again, the study finds no data supporting that conclusion. “Hiking with your pet dog may make you feel safer in bear country—but a hiker’s recent encounter and a new study prove that the numbers don’t add up,” writes Backpacker, which is now part of Outside. The numbers don’t add up to support this take. There’s plenty more examples, but all are equally dumb, so I’ll stop there. How did so many people get this so wrong? Three reasons: 1) the study is published behind a paywall, with only the abstract freely available. 2) the methodology sets out to create work relevant to a hyper-specific audience, not the public. And 3) the dataset studied is almost absurdly limited and doesn’t bear (get it?!) comparison to wider information. Let’s work through all three. The Problem is Money I understand the irony, since I’m writing about this on a subscription-model newsletter, but information wants to be free. The study is published by The Wildlife Society and costs $16 to access. Reprinting it is specifically prohibited by the terms of use, so I can only share snippets and my conclusions with you here. Having worked as a journalist for 24 years, I can report with some authority that journalists are both lazy and cheap. I don’t think it’s a stretch to say that much of the material you’re seeing written about this study is drawn from the freely-available abstract (above) only, and not a deep dive into its methodology or data. And that’s a problem, because abstracts are where researchers are able to break from their numbers and editorialize their opinions about conclusions. So what’s getting reported isn’t based on numbers, it’s based on an opinion designed for a specific audience, not the general public. Hell yeah ladies, kick that bear’s ass. The Methodology is Designed to Support a Predetermined Conclusion One of the biggest issues with the science that everyone likes to cite about bear spray’s efficacy is that no one understands that study was designed for a specific audience, looking for a specific answer. And since that audience is not the public, and our safety was not the question being asked, its conclusion is rendered irrelevant to our needs. Yes, I’m talking about Efficacy of Bear Deterrent Spray in Alaska, which was created by Tom Smith and Stephen Herrero, two of the same scientists who put together this dog-bear conflict analysis. In the spray study, the purpose was to present relevant agencies with the information they needed to issue their field workers with bear spray. As such, incidents where people were unable to access the spray or similarly failed to get it deployed in time were excluded from the results, and only incidents they deemed successful were included. Could a ranger roll down their vehicle’s window and scare a bear away from a dumpster by spraying it? Turns out the answer was yes, and that was good enough for the purposes of that study. The sample size of actual bear attacks—the thing you and I would want bear spray to provide a solution to, was too small to draw conclusions from, and didn’t indicate success in that role. Is a Dog a Help or Hindrance in Bear Country? has similar limitations. “Insights provided here are intended to help wildlife managers create effective guidelines regarding the presence of domestic dogs in bear habitat,” is explained clearly by the study’s text. To conduct the study, Smith and Herrero went looking for publicly available reports of dog-bear conflicts: “All incidents included in our analysis involved at least one bear, one dog, and one person who was at immediate risk of injury (e.g., not in a protective structure such as a cabin or vehicle), injured, or killed,” explains the report’s methodology. Why is that a problem? “We recognize that data used in this study are biased in that people generally only report adverse interactions with bears, not benign ones. Consequently, we assume that for the most part, people and their dogs pass through bear country without incident.” As was the problem with the bear spray study, people are drawing conclusions here from a study that was never intended to be relevant to the general public. The Smith-Herrero database famously excludes Alaska’s Defense of Life and Property records, which are elsewhere considered the largest and most authoritative source on human-bear conflict. The Dataset is Absurdly Limited A 2009 study conducted by the Washington Department of Fish & Wildlife estimates that each year there are at least 43,000 documented complaints of human-bear conflict across North America. Is a Dog a Help or Hindrance in Bear Country? Examined those reports for years ranging from 1901 to 2023, and only managed to find 326 such incidents that met the criteria explained above. Let’s do some quick math, poorly. 43,000 incidents x 122 years = 5,246,000 total incidents of documented human-bear conflict. Smith and Herrero were only able to find 326 incidents that met their criteria for dog+human+bear+risk or occurrence of injury. That means there’s a 0.006 percent chance that the study’s conclusion—that dogs make bear encounters more dangerous—even gets a chance of occurring. And remember, that’s only in documented conflicts. There’s no way to know how many people across North America run into a bear in any given year without any conflict, but it’s probably safe to assume that the total number is well in excess of 43,000. And, dig deeper into the study and you can find further restrictions that skew its conclusions even more. “While the people involved in these incidents did not report the level of training their dogs had received, it is our assumption that most were untrained companion dogs as opposed to well-trained bear dogs, such as Karelians and livestock guardian breeds that have proven to be significant aids in bear country,” the study’s methodology explains. And that’s a problem, because an ongoing study here in Montana is finding that the simple presence of a Kangal like our youngest dog Teddy can reduce visits to private property from grizzly bears by 87.8 percent. In addition to being a badass, Teddy is also a companion animal. And in my admittedly limited sample size of the three dogs currently present in our living room, she’s no more effective than her mutt brothers. Plenty of people own a dog capable of deterring bears, even if they didn’t set out to own a bear dog. The real purpose of this study appears to be a recommendation that leashes are mandated and recreationists pursue training in their deterrent of choice. But that doesn’t make for sensational headlines. Are There Any Real Takeaways Here? Let’s throw some numbers around, just to try and get our hands around what the larger picture might look like for bears and dogs here. The American Veterinary Medical Association estimates that 42.6 percent of American households own a dog. The Canadian Animal Health Institute says roughly 35 percent of households in Canuckistan own a dog. In an attempt to create the worst possible result for dogs, let’s run with that 35 percent number. And given that outdoorsy and rural people are more likely to both own a dog, and have bear encounters, let’s just make a giant assumption and apply that number to those 43,000 conflicts documented annually. If 35 percent of 43,000 human-bear encounters involve a dog, then we can assume that at least 15,050 dog-bear conflicts are occurring annually in North America. 15,050 x 122 = 1,836,100. Smith and Herrero were only able to find 326 incidents that met their human, dog, chance or occurrence of injury criteria across 122 years. And only 170 documented human injuries. So, with all the obvious caveats about these numbers in no way describing reality beyond narrow study parameters, what they actually found is that your risk of injury if your dog tangles with a bear is only 0.009 percent. I’ll take those odds next time I’m hiking my dogs in bear country. Top photo: “Superintendent Horace Albright, eating pancakes with bears, at Lake Lodge, Yellowstone National Park.” NPS. A journalist with more than two decades of experience working around the world, Wes Siler is here to cut through the outrage and disinformation to bring you the factual, insightful, actionable reporting you need to understand what’s going on. Upgrading to a paid subscription supports this reporting, and buys personal access to Wes, who will help you save money on gear, plan outdoor adventures, and prepare for real life, and who promises he’s less salty in real life than he sometimes comes across as on the Internet. Wes Siler’s Newsletter is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe
Florence Harding Photographed Taught Me About Women Partaking in Politics
What would Florence Kling Harding think now? A week or so ago when I cast my ballot at my designated polling place this thought crossed my mind. I imagine the former first lady would be pleased about how routine voting has become for women in the United States. But perhaps she would not be satisfied. Today, a published essay I wrote for In Pursuit spotlights a lesson in leadership demonstrated by First Lady Florence Harding. In my research, I discovered there’s a lot to be said about this strong female historic figure. But it was the blurry photograph capturing Mrs. Harding voting for her husband Warren G. Harding, one of two presidential candidates from Ohio, on Nov. 2, 1920—Election Day—that drew my attention. It was the first presidential election held in the United States after the ratification and certification of the 19th Amendment, granting women the right to vote. Its 106th anniversary was marked on Wednesday. I remember thinking what a shame it was that her presence in the image was imperfect while the mostly men surrounding her were in sharp focus. Perhaps cynically I thought, “No surprise!” On further examination, though, the clear reaction of the people surrounding Mrs. Harding was equally important. In that snapshot of time, many of their expressions were serious. One man stood elevated above the rest with a slight smile as he caught a glimpse of history. Mr. Harding hovered over his wife’s shoulder closely observing the last seconds of her vote being cast. Their gazes were locked in on who would hours later become first lady. Subscribe The attention she drew is worth noting, mostly because, as I learned, Mrs. Harding understood the power her image could have on women across the country. She and I share in common a career in newspapers—hers the business side and mine on the editorial side. Nevertheless, it became clear to me as I write in the essay that she understood if she was seen voting, other women would follow suit. That wouldn’t necessarily be the case in that 1920 election, though, Karen Kedrowski, the director of the Carrie Chapman Catt Center for Women and Politics at Iowa State University, explained to me. Florence Harding was a suffrage advocate. But, suffrage was a contentious issue and women were far from united at the time of the election. In fact, a substantial number of women and active anti-suffrage organizations thought women participating in elections was a “bad idea and antithetical to their roles in the private sphere as mothers and homemakers,” Kedrowski said, adding that women were also viewed as the moral compass for their husbands and sons. If women got involved in politics they would become contaminated by it. Suffragists, on the other hand, wanted to bring that moral presence into politics to help clean things up. Only about 30% of women voted in that 1920 presidential election. That was a start. More than 100 years later in the 2024 presidential election, 66.9% of eligible women voted (91.3 million), compared to 63.7% of men who voted (82.6 million), according to the League of Women Voters. Yes, Florence Harding would be pleased. Subscribe That imperfect Election Day image was important symbolism about women’s potential during what was known as the “Modern Woman” era and the growing public role women were taking in the 1920s. I imagine Florence Harding might agree with other succeeding first ladies when it comes to gender equality and the importance of the vote. Like Michelle Obama when she said in her memoir Becoming, “We all play a role in this democracy. We need to remember the power of every vote.” Or Hillary Clinton during her unsuccessful run for president in 2016 when she remarked on International Women’s Day: “We celebrate the progress we’ve made to advance the full participation of women in economies and societies. And most importantly, we recommit to finishing the unfinished work that remains …” I hope if you are reading this, you will also read my essay on Florence Harding’s leadership lesson for In Pursuit. And perhaps that will move you to dig deeper and read more about Florence Harding’s life circumstances in biographies like First Lady Florence Harding: Behind the Tragedy and Controversy by Katherine A. S. Sibley. No, I do not think Florence Harding would be satisfied despite how far women have come from that day she first entered her polling place. She once wrote to the Camp Fire Girls, “The part that women play in the world has been greatly changed … It has been broadened and enlarged …” It has. And as women continue to engage in civics it continues to be. I imagine Florence Harding would want women to keep meeting the moment. Read the In Pursuit essay Watch on C-SPAN Share East Wing Magazine is a reader-supported publication. To receive new posts and support our work, consider becoming a free or paid subscriber. Subscribe
Progressives Condemn Pick of Pro-Israel Democrat Atop House Panel
Outrage over making Representative Jared Moskowitz, who is vocally pro-Israel, the top Democrat on a Middle East policy subcommittee reflected the party’s rift over Israel.
Are the kids all right? Mental health issues drop — but disparities remain
The latest data from a statewide youth survey shows signs of progress, but that’s partly because our comparison is from a “horrible” pandemic peak, experts say.
From foot-and-mouth disease to One Health: 75 years of regional cooperation for veterinary public health in the Americas
Established in 1951 to help countries combat foot-and-mouth disease, PAHO's Pan American Center for Foot-and-Mouth Disease and Veterinary Public Health (PANAFTOSA) has spent more than seven decades advancing regional cooperation. Its work has helped drive progress toward the eradication of the disease while strengthening the Americas' response to zoonotic diseases, food safety threats, antimicrobial resistance, and emerging health risks.
Primary conversations: Manzur says it’s time to break donors’ grip on party politics
Senate Democratic candidate Karishma Manzur lives in Exeter, serves as a volunteer with progressive organizations and has a background in medical science.
$50B Rural Health Transformation Program Needs More Transparency, Groups Say
States must submit Rural Health Transformation Program progress reports to the federal government, but they aren’t required to proactively post those reports, or related information, publicly.
Investing in Pandemic Preparedness for Resilient and Sustainable Health Systems
Pandemic preparedness and resilient health systems are inseparable. This message featured prominently during Symposium 5, “Resilient Health Systems for Future Well-being”, at the Public Health Summit held in Colombo, Sri Lanka, from 22 to 24 July. The WHO South-East Asia Regional Office (WHO SEARO) participated in the symposium, contributing to discussions on how countries can prepare for future health emergencies while sustaining essential health services, contributing to health security, and advancing universal health coverage.Photo: Public Health Summit, where the main theme was 100 years of organised community health services in Sri Lanka. The summit was supported by the WHO Country Office for Sri Lanka. The SEARO presentation at the symposium, titled “Pandemic Preparedness for Resilient Health Systems”, highlighted how lessons learned from the COVID-19 pandemic and ongoing global health initiatives are shaping stronger, more resilient health systems capable of protecting populations during future crises.Photo : WHO South-East Asia Regional Office’s Health Emergencies Programme highlighted that pandemic preparedness strengthens resilient health systems, advances health security, reinforces primary health care, and supports progress towards universal health coverage.
The Real Purpose of China's Robot Games Is Not Your Entertainment
China’s endlessly delightful World Humanoid Robot Games featured tons of impressive stunts. But the most mindblowing tricks were far less showy, and a lot more significant. For more like this, subscribe to Will Knight’s “AI Lab” newsletter.
Trump scores federal court win against House progressive accused of assaulting ICE
A Biden-appointed judge sided with Trump's DOJ, rejecting House Democrat LaMonica McIver's legislative immunity argument for getting her case thrown out.
Progressive politics notches another deep-red win in Oklahoma race, bolstered by anti-AIPAC messaging
Activist N'kiyla Jasmine Thomas will face off against Republican Rep. Kevin Hern in November.
Politics Chat, August 25, 2026
A newsletter about the history behind today's politics.
Kellogg Square business center, sold for $11.3 million, to become 'catalyst' growth of Old Town Goleta - Santa Barbara News-Press
As new housing projects make progress near Old Town Goleta, Kellogg Square will provide business and retail infrastructure.
At Atlanta Black Pride, Joy Becomes A Public Health Strategy
As federal disruptions threaten hard-won progress against HIV, organizers are embedding prevention, care and stigma reduction within Black queer culture and celebration.
Crop health falls six weeks in a row
For six weeks in a row, Minnesota’s corn and soybean health has fallen, per USDA crop progress reports. In many parts of the state, one would need to dig down at least three feet to find much in the way of even ‘adequate’ water.
REACH Study Aims to Make School Success a Measure of Children's Health
The REACH study is developing a method to link school performance and health data, expanding how researchers measure outcomes for children.
Anavex Life Sciences Reports Third Fiscal Quarter 2026 Financial Results and Business Update
Clinical Development Strategy for Alzheimer’s Disease Remains the Focus as Anavex Advances Regulatory Progress Across All Three Programs Anavex Submits Completed Alzheimer’s Disease Clinical Study Data and Rett Syndrome Formal Meeting Request to FDA, with an IND Submission for Fragile X Syndrome Planned for September NEW YORK, NY, August 25, 2026 – Anavex Life Sciences […]
Is AIPAC’s political standing declining in the US?
The powerful pro-Israeli lobby group is increasingly becoming liability for both the progressive as well as right-wing.
VA deploys Oracle EHR to 3 medical centers in Indiana
The Department of Veterans Affairs is making progress on its goal to add the new electronic health record to all of its medical centers. Past deployments have been plagued by technical challenges and delays.
Rebecca Katz’s Risky Formula for Winning Elections
The political consultant has an uncanny gift for finding charismatic progressives. Why do so many of them implode?
There is still some unsettled business in the NHL offseason: Red Wings GM, Dylan Larkin, Connor Hellebuyck, Adam Fantilli and more
The start of the 2026-27 NHL season is a little more than a month away, and there are still a few big storylines that still need to be settled around the league. Let’s talk about some of them… 1. The Detroit Red Wings still need a general manager, and that person has to figure out what to do with Dylan Larkin The Red Wings are definitely not the worst team in the league, but this is still a pretty chaotic situation where things are looking quite grim from the outside. They have not really done much to meaningfully improve a roster that has proven time and time again it is not good enough to make the playoffs or be a contender. They still have $19 million in unused salary cap space. The Yzer-plan has officially come to an end with general manager Steve Yzerman being moved elsewhere in the organization, while ownership seems to be taking its sweet time finding a replacement. One of their top young players, defenseman Simon Edvinsson, remains unsigned as a restricted free agent and has nobody to negotiate a new contract with at the moment. The longer that drags out into training camp, the worse that is going to be for the team, himself and his development. They still have the Dylan Larkin situation lingering over everything as their captain, longest-tenured player, and one of their best players has a trade request that has yet to be fulfilled. The entire situation is also on hold until a new general manager comes in and figures out what to do with Larkin and whether or not his request will be honored. But the latter point brings up another potential question and issue: What if a new general manager comes in and is able to convince Larkin to stay in Detroit? Is that beyond the realm of possibility? Is it really a stretch to think that Larkin’s issue was more of an Yzerman issue than a Red Wings issue? While Larkin has never said anything specifically about his relationship with Yzerman, it’s pretty clear that he did not share the vision for the franchise, or the way the team was being run and constructed. Now that somebody else is going to be running the show, there might be a door for Larkin to walk back in through. Even that brings its own set of potentially chaotic outcomes and questions, ranging from whether or not the Red Wings locker room will welcome him back as their captain, to whether or not the fan-base will be willing to do the same. I imagine the former will be a far easier sell than the latter, and even then nothing cures issues in professional sports quite like winning. They just need to find somebody that can actually turn them back into winners. For now, and based on everything we know, Larkin’s trade request still stands, and still includes just four teams he is willing to accept a trade to, including the Vegas Golden Knights, Minnesota Wild, Florida Panthers and Dallas Stars. Minnesota remains the best potential fit from a hockey and positional standpoint, but the Wild simply do not have the type of trade assets or young talent that should interest the Red Wings. None of the other three teams seem to be in any better of a situation. Nothing about this seems fun for the Red Wings. 2. Will Connor Hellebuyck be a Winnipeg Jet this season? Subscribe
The Trump Administration’s Quiet Take Down Of Healthcare Safety Agency
The Trump administration has been progressively shrinking AHRQ, the only federal agency focused on supporting research to improve the safety and quality of healthcare.
Progressive Democrats slam Brooklyn party boss' attempted rule change
Siding with the progressives was Sen. Chuck Schumer.
Katin Houser's Biggest Area of Growth Revealed by Illinois Coach
The Illinois Fighting Illini's newest starting QB has progressed in one key area.
Panthers expect RB Chuba Hubbard to be ready for regular-season opener vs. Bears
Coach Dave Canales says Hubbard, who strained his hamstring earlier this month, is progressing well.
AMC Entertainment Spikes 7%, Cinemark Climbs 6%: Is This a Short Squeeze in Progress?
Theater stocks are surging together on a down-market Monday with no earnings, no analyst upgrades, and no press releases to explain the move. When three separate exhibitors all spike at once without a single headline, something deliberate is driving the tape.
Why politicians are punchlines at the Edinburgh Fringe
There was a time when satire had an easier gig. Politicians said something ridiculous, comedians made fun of them, audiences laughed, and everyone went home. Subscribe Now the joke is often the headline. In a world where the unbelievable regularly makes the news, where politics can veer into parody before the comedians have had time to write the punchline, you might reasonably wonder: is satire running out of material? Not in Edinburgh. At the Fringe, I can confirm satire has a pulse, even in a relentless and rapid news cycle. Politicians as punchlines Take NewsRevue, the world’s longest-running live sketch show, where politicians are turned into punchlines at industrial speed. Its latest target? Andy Burnham - or, more accurately, his doppelganger, pictured below in the middle. The joke, he tells us, is that there have been so many politicians coming and going that even satire risks suffering from political fatigue. But perhaps that revolving door is precisely why comedy matters. When the news cycle moves faster than our ability to process it, comedians can hold up a mirror - and make us think twice. Small talk Take Ayoade Bamgboye, the Saturday Night Live UK star who won the Best Newcomer prize at last year’s Edinburgh Comedy Awards. Her Fringe debut was critically acclaimed; this year she is turning her attention to one of Britain’s most baffling social rituals: small talk. Share It’s a reminder that satire doesn’t always need a politician in its sights. Sometimes the target is simply us civilians - the strange little rules and rituals we have collectively agreed to pretend are normal. Politics and Palestinian identity For British-Palestinian comedian Sami Abu Wardeh, pictured below, comedy has a more urgent job. His new show, Sami Abu Wardeh Hates You, asks who gets to hate, and whether anger belongs to everyone, not just the far right. His comedy confronts politics and Palestinian identity while refusing to surrender the simple business of making people laugh. Shakespeare meets climate crisis And then there is HAM: an “eco-hijacking” of Hamlet, which its creators describe as “a sordid wrestle between a vegan and a sausage-lover”. Shakespeare meets the climate crisis. Meat meets moral panic. The end result? You’ll leave promising to become vegan and swiftly bulk buying Linda McCartney sausages. HAM was created by theatre company Hotter Project, aka Ell Potter and Mary Higgins, pictured below. They say comedy helped them avoid the preachiness sometimes associated with climate activism - using Shakespeare as a vessel for uncomfortable questions about the planet, politics and the way we live. Perhaps that is satire’s secret weapon. It doesn’t necessarily make the world less absurd. It makes the absurdity crystal clear. And at a moment when reality increasingly feels like it has been written by a sketch writer, the Fringe is proving there is still plenty to laugh and cry at. Satire isn’t dead. It’s alive, subletting and having the time of its life at the Fringe. Subscribe Share Channel 4 News Leave a comment
Rune Factory 6 work-in-progress video
Marvelous has released a work-in-progress video for the May 2025-announced,/a> Rune Factory 6.
Mozambique strengthens regulation of medicines and imported vaccines, boosting health protection
Mozambique has reached a major milestone in strengthening the regulation of medicines and imported vaccines, with its national regulatory authority recognized by the World Health Organization (WHO) as having a stable, well-functioning and integrated regulatory system.The Autoridade Nacional Reguladora de Medicamentos de Moçambique (ANARME) has achieved Maturity Level 3 (ML3) for the regulation of medicines and imported vaccines under WHO’s global classification of national regulatory authorities.Mozambique becomes the 10th country in Africa to reach ML3, joining Egypt, Ethiopia, Ghana, Nigeria, Rwanda, Senegal, South Africa, Tanzania and Zimbabwe and marking further momentum in strengthening regulatory systems across the region.For people in Mozambique, stronger regulation means greater assurance that medicines and vaccines are appropriately evaluated for quality, safety and efficacy and monitored throughout their lifecycle. It also strengthens the country’s ability to identify and respond to safety concerns and substandard or falsified products, while supporting timely access to quality-assured health products.“Mozambique’s achievement is the result of sustained investment in regulatory capacity that will deliver crucial benefits for public health,” said Dr Sylvie Briand, WHO Chief Scientist and Assistant Director-General a.i. for Health Systems, Access and Data. “Strong regulatory systems protect people, build confidence in health products and help countries respond more effectively to evolving public health needs and challenges. Mozambique’s progress also contributes to advancing regulatory capacity across Africa and promoting more equitable access to safe and quality-assured medicines and vaccines.”Building a stronger regulatory systemMozambique’s achievement follows years of sustained efforts to build the institutions and capabilities needed for effective regulation.WHO worked closely with ANARME throughout this process, assessing the national regulatory system and supporting the authority in addressing identified gaps and strengthening priority areas.WHO evaluates national regulatory systems using its Global Benchmarking Tool (GBT), which assesses the regulatory functions required to ensure the quality, safety and efficacy of medical products. These include registration and marketing authorization, licensing, market surveillance and control, pharmacovigilance, regulatory inspection, laboratory testing and oversight of clinical trials, as applicable. WHO’s maturity levels range from 1 to 4. Reaching ML3 confirms a stable, well-functioning and integrated regulatory system, while ML4 represents an advanced system focused on continuous improvement.Benefits for Mozambique and the African continentAn ML3 regulatory system can support more timely and predictable regulatory decisions, reinforce safety monitoring and help ensure that health products entering and remaining on the market meet appropriate standards.It also creates greater opportunities for regulatory cooperation and reliance – approaches that help authorities make use of the work and decisions of trusted regulators, reduce unnecessary duplication and allocate limited resources more efficiently, while maintaining rigorous standards for quality, safety and efficacy.As the first Portuguese-speaking country in Africa to reach ML3, Mozambique’s experience can also contribute to strengthening regulatory systems and fostering greater cooperation, knowledge sharing and reliance among Portuguese-speaking countries and across the African continent. Its achievement further reinforces a more connected African regulatory ecosystem, providing a solid foundation on which the newly established African Medicines Agency can build to advance regulatory convergence and cooperation across the region.Strengthening confidence in regulatory recognitionMozambique’s achievement comes as WHO strengthens the process through which the performance of national regulatory systems is recognized.The newly established Technical Advisory Group on Regulatory Systems Strengthening (TAG-RSS) brings together independent international experts to advise WHO on whether recommendations concerning regulatory authorities reaching ML3 and ML4 and WHO-Listed Authorities, are supported by the findings of WHO evaluation processes. Its recommendations provide an additional level of independent assurance, strengthening the impartiality, transparency and credibility of WHO’s recognition process.Mozambique is among the first countries to achieve ML3 following consideration and recommendation by the TAG-RSS. As part of the same TAG-RSS process, South Africa was recommended to retain its ML3 status for the regulation of vaccines manufactured, imported or distributed in the country, following an additional WHO assessment. This extends the recognition first granted in 2022 and underscores the sustained performance of the South African Health Products Regulatory Authority (SAHPRA).The two recognitions highlight continued progress in strengthening regulatory systems across Africa, as well as the importance of continued performance, improvement and assessment in sustaining regulatory maturity.WHO will continue working with ANARME and SAHPRA to sustain these gains and support continuous improvement as science, technologies and public health needs evolve.
BRINSUPRI® (brensocatib) Approved by Japan's Ministry of Health, Labour and Welfare for the Treatment of Patients With Non-Cystic Fibrosis Bronchiectasis, a Serious, Chronic Lung Disease
—First-in-Disease and First-in-Class Therapy Approved in Japan for Patients With Non-Cystic Fibrosis Bronchiectasis (NCFB), a Progressive Disease That Can Lead to Permanent Lung Damage—...
Executive Summary: Russell prefers a collaborative, progressive approach
Editor’s note: The Fort Smith Metro Daily News Executive Summary series is focused on looking under the title, so to speak, of a business, government, and non-profit executive in the...
Executive Summary: Russell prefers a collaborative, progressive approach
Editor’s note: The Fort Smith Metro Daily News Executive Summary series is focused on looking under the title, so to speak, of a business, government, and non-profit executive in the...
Bipartisan Energy Politics | Reading and Podcast Picks
Reading and Podcast Picks is a collection of what we’ve been reading and listening to over the last week or so about energy topics. In addition to these R&P Picks, paid subscribers receive access to the full archives, Grid Roundups, and select episodes of the Energy Capital Podcast. Please subscribe today. Texans, legislators debate transmission lines at hearing | Texas Tribune “Republican legislators, Democratic statewide candidates, landowners from rural Texas and environmentalists” alike joined together Wednesday to protest the buildout of 765-kV lines across the state. At the protest and nine-hour hearing that followed, lawmakers heard a variety of recommendations, including from local officials arguing for more local control of data center proposals and more time to reform the process behind approving transmission lines across Texas. Though discussed in separate hearings, landowners and protesters said the issues are connected… Regulators have already been working through a new way to decide how much of the cost of building new transmission lines needs to be paid for by individuals and how much needs to be paid for by companies such as data centers. Experts said they believe the new system will lower the burden on residential consumers relative to the industrial groups. Data-Center Backlash Leads to New Land Rush in Texas Oil Patch | The Wall Street Journal While the data center protests rage, investors converge on the Permian Basin to build data centers powered by cheap natural gas. “A lot of places you see all over the country they’re worried about water, they’re worried about power, they’re worried about transmission, and the Permian has all of those things in spades,” said EagleRock Chief Executive Greg Pipkin Jr. Dallas-Fort Worth Dethrones Virginia as the World’s Top Data Center Market | Dallas Innovates Two reports show growth in North Texas data centers despite political concerns about the industry. Boasting five highly ranked data center markets, Texas is experiencing an explosion of data center activity. Long anchored by the DFW market, “the state is growing at a pace that could soon bring total installed capacity in line with — and potentially beyond — that of Virginia,” the Cushman & Wakefield report said. A new report from commercial real estate services provider JLL takes a slightly different view, anointing Texas the top data center market in North America. Texas eclipsed longtime frontrunner Virginia based on the level of existing and under-construction data center inventory in the state as measured by gigawatt capacity. A gigawatt equals 1 billion watts.
Week in politics: primaries results, Iran pressure, Korean relations flip
Democrats have not shown a clear preference for progressive candidates over moderate ones. Republicans have rejected some of President Trump's endorsees despite his tight grip on the party's base.
WHO RUNS MARYLAND POLITICS NOW?
ByThe Maryland Wire The Machine Didn’t Die — It Broke Apart Mike Miller is gone. Steny Hoyer is retiring. The two men who helped define Maryland political power for generations are disappearing from the map. Nobody has inherited all of what they controlled. Instead, Maryland power has fractured among Wes Moore, legislative leaders, county organizations, federal figures and a new generation fighting to connect the pieces. By The Maryland Wire For decades, there were two names in Maryland politics that required almost no explanation. Mike Miller. Steny Hoyer. You didn’t necessarily have to agree with them. You didn’t even have to like them. But everyone understood something: Not social-media power. Not cable-news power. Not the temporary power that comes from one big election. They possessed political infrastructure. Relationships. Institutional memory. Donors. Staff. Allies. County leaders. Lobbyists. Legislators. Operatives. And the ability to connect people who needed something with people capable of delivering it. Today one is gone. The other is preparing to leave Congress after more than four decades. And Maryland faces a question it hasn’t had to answer in generations: The answer may be: Nobody. At least not the way Miller once did. Maryland’s old machine wasn’t inherited by one person. It fragmented. And now several ambitious political networks are competing to assemble the pieces. Miller presided over the Maryland Senate for 33 years, becoming one of the longest-serving legislative leaders in American history. He stepped down as Senate president in 2019 and died in January 2021. (Behavioral and Social Sciences) But Miller’s real power wasn’t the title printed on his door. It was the accumulation of relationships behind it. Miller came from Maryland’s old Democratic organization and developed into an extraordinarily adaptable political operator, retaining authority even as the Senate around him became younger and more liberal. (The Washington Post) He understood something fundamental: politics is information. Who wants what? Who owes whom? Which senator needs help? Which county executive wants something in the budget? Which committee chairman can move a bill? Which lobbyist represents which client? Which candidate should receive support today because that candidate could be a senator ten years from now? Miller knew the answers because he’d spent decades collecting them. Miller’s influence wasn’t confined to elected officials. Former Miller aides became prominent Annapolis lobbyists. Maryland Matters noted figures such as Joseph Bryce and Timothy Perry among the high-profile lobbyists who had once served as top Miller aides. (Maryland Matters) That was one of Miller’s greatest political achievements. He didn’t merely accumulate power around himself. He produced alumni. Staffers became lobbyists. Legislators became committee chairs. Allies became power brokers. And decades of relationships reinforced one another. By the end, Mike Miller wasn’t simply a person. He was an ecosystem. Hoyer’s network was different. Miller’s power was rooted in Annapolis. Hoyer connected Maryland to Washington. He served in the Maryland Senate before winning election to Congress in 1981 and ultimately became one of the longest-serving members of the U.S. House and a longtime No. 2 in House Democratic leadership. In January 2026, Hoyer announced that he would retire rather than seek another term. (The Washington Post) His influence stretched through: Prince George’s County, Southern Maryland, Congress, federal agencies, donors, campaign organizations, and generations of Democratic candidates. And Hoyer had something machine builders value enormously: a succession network. That became obvious almost immediately. When Hoyer announced his retirement, Maryland’s 5th Congressional District exploded with candidates. Twenty-four Democrats entered the race. But when the votes were counted, the winner was Adrian Boafo, Hoyer’s former campaign manager. Boafo wasn’t running without establishment help. He was endorsed by Hoyer. He was endorsed by Governor Wes Moore. And he ultimately won the Democratic nomination. (AP News) In his victory speech, Boafo described the result as voters deciding it was time to “pass the torch to a new generation of leaders.” (AP News) That phrase captures the transition perfectly. Hoyer’s seat isn’t simply being vacated. Parts of his network are being transferred. But they aren’t being transferred to another Steny Hoyer. They’re being absorbed into a newer political constellation. And standing prominently inside that constellation is Wes Moore. If someone forces you to name the single person sitting nearest the center of Maryland Democratic politics today, the answer is Governor Wes Moore. The 2026 Democratic gubernatorial primary underscored the scale of his position. Moore won renomination overwhelmingly, receiving roughly 88% of the Democratic primary vote. (WBAL-TV) But raw votes tell only part of the story. Look at the party infrastructure. The Maryland Democratic Party says Steuart Pittman ran for state party chairman in 2025 “at the suggestion of Governor Wes Moore.” Pittman took office that July. (The Maryland Democratic Party) That’s important. Governors traditionally influence their state parties. But party leadership plus fundraising, endorsements, executive appointments and national relationships creates the beginning of something bigger: a political network that could survive the governor’s term. Moore also played a role in the Hoyer succession by backing Boafo. That’s how political organizations reproduce themselves. You support tomorrow’s politician today. And that’s the distinction that matters. Moore has enormous statewide visibility. Miller had decades of accumulated legislative control. Moore can endorse candidates. Miller could influence the environment in which legislators lived every day. Committee assignments. Leadership positions. Legislative priorities. Relationships that had been accumulating since before many current lawmakers entered politics. Moore may have a larger national profile than Miller ever possessed. But he doesn’t possess Miller’s half-century of Annapolis memory. Nobody does. Which is why the modern Maryland political structure looks less like a pyramid and more like several power centers connected by overlapping relationships. One of those centers belongs to Senate President Bill Ferguson. Ferguson controls an institution no governor can simply command. The Senate. Maryland’s official 2026 legislative records identify Ferguson as Senate President. (Maryland General Assembly) That means influence over: committee structure, Senate leadership, legislative priorities, confirmations, and negotiations with the House and governor. But Ferguson is not Mike Miller 2.0. Miller’s extraordinary longevity allowed him to become almost inseparable from the institution. Ferguson possesses the office. Miller possessed the office plus decades of political mythology and accumulated relationships. Those aren’t the same thing. The House now has its own new center of gravity. Official 2026 legislative records identify Joseline Peña-Melnyk as Speaker of the House of Delegates, alongside Ferguson as Senate President. (Maryland General Assembly) That makes the current Maryland governing triangle: Executive power. Senate power. House power. None fully controls the others. And that fact alone demonstrates how different modern Maryland is from the Miller era. The governor proposes. The legislature disposes. Committee leaders negotiate. County interests intervene. And political coalitions shift issue by issue. That’s not one machine. That’s a networked power structure. Then there’s U.S. Senator Angela Alsobrooks. Her significance isn’t that she is the new Hoyer. She isn’t. Hoyer spent decades constructing his network. Alsobrooks brings something different: Prince George’s County roots, a statewide electoral organization, a United States Senate platform, and relationships with national Democratic leaders. That makes her a critical bridge between Maryland and Washington at precisely the moment Hoyer leaves. Hoyer’s retirement therefore doesn’t necessarily weaken Prince George’s influence. It changes who carries it. Prince George’s itself is undergoing a dramatic generational transition. Official 2026 results show Aisha Braveboy winning the Democratic County Executive primary with 87,944 votes and 73.31% of the vote. (Maryland State Board of Elections) That’s political infrastructure. Prince George’s is one of Maryland’s central Democratic vote engines. A county executive with that level of primary support gains: appointments, budget influence, organizational relationships, donor access, and a platform for cultivating the next generation of political leadership. Braveboy therefore isn’t merely another person on the Maryland power map. She controls a place from which a political organization can be built. Boafo is particularly interesting because he sits almost perfectly at the intersection between the old and new worlds. He worked for Hoyer. Hoyer endorsed him. Moore endorsed him. Then Boafo beat an enormous Democratic field for Hoyer’s seat. (AP News) That doesn’t make him powerful on Hoyer’s scale. He’s just beginning. But it illustrates how power actually transfers: not through a ceremonial handoff, but through endorsements, donors, staff, relationships, and voter confidence. Boafo may become Hoyer’s congressional successor. He will not automatically inherit Hoyer’s 40-plus years of political capital. That part has to be rebuilt. This is the part that often gets overlooked. When a machine breaks apart, power doesn’t only move upward. Some people’s relationships become less valuable. Former Miller aides still know Annapolis. Former Miller allies still possess institutional memory. Veteran lobbyists don’t forget how legislation works. But something fundamental disappeared when Miller did: the common center. The person capable of connecting all of them instantly was gone. That changes the value of a political network. Imagine knowing everybody in Annapolis. Useful. Now imagine the person who introduced many of those people, appointed committee chairs, influenced Senate priorities and understood decades of relationships is simultaneously Senate President. Much more useful. Remove that person and the individual relationships remain. But the system becomes decentralized. First: Bill Ferguson. The Senate’s institutional relationships now run through his leadership rather than Miller’s. Second: the House leadership. With the Miller-Busch generation gone, today’s House leaders are building their own committee chairs, alliances and relationships. Third: Wes Moore. Moore became governor after Miller was gone. That distinction matters. Earlier governors had to operate with Miller sitting across State Circle. Moore entered office during a generational reset. Instead of negotiating with the old machine, he has the opportunity to help build the next network. Fourth: Angela Alsobrooks and the emerging Prince George’s generation. Hoyer is leaving. Miller is gone. The county’s political leadership now belongs to another generation. Fifth: politicians who were outside the old Miller organization. When someone dominates an institution for 33 years, inevitably some politicians develop within that organization and others outside it. Miller’s departure created room for people who may never have risen as quickly under the old structure. That’s the biggest point. If Mike Miller’s power had simply transferred to Bill Ferguson, Maryland would still have a machine. If Hoyer’s influence simply transferred to Boafo, Maryland would still have a machine. If every county leader simply took orders from Moore, Maryland would have a machine. None of those things happened. Instead: Moore controls the statewide executive platform. Ferguson controls the Senate. Peña-Melnyk controls the House. Alsobrooks has statewide and federal reach. Braveboy has Prince George’s executive power. Pittman leads the state Democratic Party after Moore encouraged him to seek the role. (The Maryland Democratic Party) Boafo represents the beginning of the post-Hoyer congressional generation. And Baltimore, Montgomery County, organized labor, donors and other county organizations maintain their own centers of influence. That’s not one machine. If you want to understand where Maryland power is moving, don’t simply watch office titles. Watch endorsements. Who does Moore support? Who does Alsobrooks support? Who gets Ferguson’s allies? Who gets House leadership? Who gets Hoyer’s blessing? Who gets labor? Who gets major donors? And most importantly: That is where the new Maryland network becomes visible. The Boafo race was a textbook example. Hoyer’s successor didn’t emerge randomly from 24 candidates. He had ties to the outgoing incumbent and support from the governor. The old network and the emerging one overlapped. And voters chose him. (AP News) Moore may ultimately become the most important person in determining whether Maryland develops another durable statewide political organization. But the test isn’t whether Moore himself remains popular. The test is what happens to the people he supports. Which delegates become senators? Which senators become committee chairs? Which county officials become executives? Which staffers become candidates? Which appointees become statewide leaders? Who gets his donor network? Who gets his political advisers? Who eventually gets his endorsement when Maryland faces a post-Moore gubernatorial succession fight? That’s how we’ll know whether Moore was merely a successful governor— or the founder of another generation of Maryland power. There’s another category worth watching: politicians who came from Miller’s Maryland but remain active in the new one. Dereck Davis is one. Anthony Brown is another. Veteran legislators and former officials throughout the state still possess old relationships that newer politicians don’t. These people can function as bridges. That’s important because political systems rarely reset completely. The new machine usually grows partly from pieces of the old one. Donors don’t disappear. Lobbyists don’t disappear. Operatives don’t disappear. Institutional memory doesn’t disappear. They find new centers of gravity. If you want one name: His overwhelming 2026 Democratic renomination, executive authority, national profile and influence within the Maryland Democratic Party make that difficult to dispute. (WBAL-TV) But saying Moore “runs Maryland” the way Miller once ran the Senate would oversimplify the reality. Maryland power today looks more like this: WES MOORE Statewide organization.Appointments.Fundraising.Executive government.National Democratic relationships. BILL FERGUSON The Senate.Committees.Confirmations.Legislative leverage. JOSELINE PEÑA-MELNYK The House.Committee leadership.Budget and legislative leverage. ANGELA ALSOBROOKS Statewide electoral organization.Federal platform.Prince George’s relationships.National Democratic connections. AISHA BRAVEBOY Prince George’s executive organization.County government.A major Democratic vote base. THE POST-HOYER GENERATION Boafo and the emerging political class that will have to rebuild Hoyer’s Washington-Maryland network rather than simply inherit it. It did something more interesting. Mike Miller’s influence was too personal, too old and too deeply rooted in his own relationships to be inherited whole. Hoyer’s network is too extensive and too intertwined with decades of congressional politics to fit neatly inside one successor. So the pieces are moving. Toward Moore. Toward Ferguson. Toward Peña-Melnyk. Toward Alsobrooks. Toward Braveboy. Toward younger candidates and new county organizations. And toward veteran political survivors who understand both eras. That’s the next chapter of Maryland politics. The person who eventually connects: Annapolis, Prince George’s, Montgomery County, Baltimore, labor, business, donors, the Maryland Democratic Party, and the congressional delegation will possess something Maryland hasn’t truly seen since Miller’s heyday. Not merely another elected official. And maybe that’s why searching for “the next Mike Miller” is the wrong exercise. There may never be another one. The more important question is: Miller spent half a century becoming that person. Hoyer spent decades becoming another version of it. Maryland’s current political leaders are still competing for the privilege. And until somebody actually connects all those pieces, the most accurate answer to the question “Who runs Maryland?” may be the most fascinating one of all: No one does. Not anymore. But there are plenty of people trying. Sources University of Maryland and Maryland Matters — Miller’s 33-year Senate presidency and political legacy. (Behavioral and Social Sciences) Washington Post historical reporting — Miller’s rise from Maryland machine politics and ability to retain power as the Senate evolved. (The Washington Post) Maryland Matters — former top Miller aides who moved into Annapolis lobbying and the changing Senate power structure. (Maryland Matters) Washington Post and Reuters — Hoyer’s January 2026 retirement announcement after more than four decades in Congress and his long Democratic leadership career. (The Washington Post) Associated Press — Adrian Boafo’s 2026 victory in the Democratic primary to succeed Hoyer, including Hoyer and Moore’s support and Boafo’s “pass the torch” remarks. (AP News) Maryland Democratic Party — Steuart Pittman’s official biography stating that he sought the state chairmanship at Moore’s suggestion. (The Maryland Democratic Party) Maryland General Assembly — official 2026 records identifying Bill Ferguson as Senate President and Joseline Peña-Melnyk as Speaker. (Maryland General Assembly) Maryland State Board of Elections — official 2026 Prince George’s County results showing Aisha Braveboy’s dominant County Executive primary victory. (Maryland State Board of Elections) 2026 election reporting — Moore’s overwhelming Democratic gubernatorial primary victory. (WBAL-TV)
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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.
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