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Reading Isn’t Rocket Science… But In This Case…
While Hackaday’s bread and butter is, of course, hacks, we sometimes cover things that most of us are interested in that are probably out of reach for the typical hacker. Space, for example, …
Yair Rodriguez out of Noche UFC; new main event booked
Noche UFC has a new main event.
Free business skills training offered to farmers, ranchers and food vendors
Business Launchpad accepting applications for the free nine-week training until Sept. 1
On Your Side: Reservations are still being taken for a Springfield motel that’s out of business
Most locals know the Motel 6 on North Glenstone shut down after losing its license, but some out-of-town travelers booking online have no idea.
4-alarm Arlington, Texas fire damaged businesses, restaurants
Beirut Grill, Smash Toast and Folklore Grove Bookstore among shops damaged by 4-alarm fire in Arlington.
Zairoo Entertainment Positions Pan-African Steampunk Fantasy TTRPG as a Major Entertainment IP
The first tabletop RPG rooted in Pan-African mythology and steampunk fantasy sets its sights on anime, film, television, comics, and beyondLos Angeles, CA, Aug. 19, 2026 (GLOBE NEWSWIRE) -- Zairoo Entertainment today announced a major push to establish Zairoo — the first Pan-African steampunk fantasy tabletop roleplaying game — as a full-scale entertainment IP with the cultural reach and creative foundation to expand across anime, film, television, books, and comics. Having already surpassed $10
From college sports to writing a book: Meet the powerhouse athlete balancing athletics and academics
From competing for one of the top programs in college sports to writing a sci-fi novel, Osawese Agbonkonkon is taking "giving it your all" to a whole new level.
ENTERTAINMENT: Library bookstore opens; cat show set for Maumelle center
Library Square Books, the Central Arkansas Library System’s new used bookstore, opens at 405 President Clinton Ave. in Little Rock’s River Market District, with a ribbon cutting at 2 p.m. Thursday that features refreshments and giveaways and a limited number of commemorative items.
Googlebook leak reveals ‘Continue On’, Google’s built-in answer to Apple Handoff
While the steady stream of Googlebook leaks over the past few weeks has centered almost entirely on silicon benchmarks and chassis materials, we have not seen much of the actual desktop user...
Pennsylvania’s Sports Betting Handle, Revenue Increase Significantly in July
The Keystone State’s sportsbooks generated $64.8 million in profits on a $509.5 million handle.
The A.I. in Google’s New Pixel 11 Is Not Very Helpful
The phone’s artificial intelligence can order groceries, book tables and take photos on a user’s behalf. But is it something people really want?
This secular congressman is urging Democrats to fight Christian nationalism
A book out this week by Rep. Jared Huffman argues that secularism is gaining ground in the U.S.
Apple Accidentally Leaked More Than 10 New Products in macOS Update
Apple on Monday seeded the macOS 26.7 Release Candidate, and the upcoming software update has seemingly leaked more than 10 new Apple products. macOS 26.7's code contains references to AirPods with infrared cameras for Visual Intelligence, the long-rumored foldable iPhone, an all-new Apple smart home hub, the first-ever MacBook and iPad mini models with OLED displays, an updated Siri Remote for a next-generation Apple TV, and more, according to MacRumors contributor Aaron Perris.
Patrick Patrick Launches to Bring “Wild, Wild West” Thinking to Entertainment Marketing
Little Black Book, Former NBCUniversal marketing lead Kevin Harrington tells LBB’s Addison Capper why his new agency is borrowing from the strategic rigour of consumer brands, with Netflix, Universal Pictures and AMC already on board
Ian Foxx Celebrates 30 Years of Black Entertainment History in New “Heroes & Legends” Book
Veteran Los Angeles celebrity photographer Ian Foxx reflects on decades documenting Black entertainment, culture and community while celebrating his new "Heroes & Legends" collector's edition, featuring 30 years of photographs and a powerful message about preserving Black history for future generations.
Melody Friedenthal explores new worlds in science fiction book club
Melody Friedenthal, reference librarian at Worcester Public Library, started and coordinates the library's science fiction book club.
Trump administration launches $5B AI initiative aimed at advancing science
The Trump administration has a new $5 billion initiative dedicated to using artificial intelligence to advance science. It's part of what the administration calls a new "golden age of science."
HP's Googlebook leak highlights support for 'Continue On,' Google's version of Handoff
HP's leaked Googlebook is the first laptop spotted with Continue On, Google's feature inspired by Apple's Handoff.
Lions’ Ennis Rakestraw Fires Back After Subpar Ranking
The Detroit Lions already have their first preseason game in the books, having dropped a 16-14 final score against the Cincinnati Bengals on Thursday evening at Paycor Stadium.During the contest, the Lions were comprised mostly of reserve players hoping to make a good enough impression upon the club’s coaching staff to earn a coveted roster […] The post Lions’ Ennis Rakestraw Fires Back After Subpar Ranking appeared first on HEAVY.
KKR to buy stake in India's BookMyShow amid live entertainment boom
Global investment firm KKR will buy a minority stake in Indian ticketing and entertainment platform BookMyShow, the companies said on Wednesday, betting on a surge in demand for concerts and live events in the world's most populous nation.
KKR to buy 6% stake in India’s BookMyShow for up to $50 million, source says
By Vibhuti Sharma Aug 19 (Reuters) - Global investment firm KKR will buy a stake of about 6% in Indian ticketing and entertainment platform BookMyShow for $40 million to $50 million, a source told Reuters on Wednesday, as demand for live events soars...
RSNA research foundation approves nearly $5M in new grants
With support from donors, the foundation is funding 79 new grants this year, including the first-ever project in Argentina.
Googlebooks are finally getting their big reveal on September 15
Google is reportedly hosting its official Googlebook launch event in New York City on September 15, where it'll show hardware from launch partners.
Dive into the deep with marine biologist Helen Scales
Join SciFri Book Club's free livestream on September 25.
Google just set the date for its big Googlebook event in New York
Google has confirmed an in-person Googlebook Showcase in New York City on September 15, where the platform will be properly unveiled.
New England Patriots 53-Man Roster Projection: 2026 Preseason
With weeks of training camp, a joint practice, and preseason game one in the books, we take another crack at projecting the New England Patriots’ 53-man roster to begin the 2026 season.
Google makes it official: Googlebook launch event set for September in NYC
For months, we’ve tracked code commits in the Chromium Gerrit, analyzed hardware benchmark leaks, and pieced together Google’s ambitious plans to bridge the worlds of ChromeOS and Android under a...
GTA 6 gameplay and map leaks see DMCA strikes, as confidence grows in their legitimacy
A series of GTA 6 leaks has piqued the interest of Rockstar Games followers. Videos feature Jason playing basketball and driving haphazardly around Leonida streets. The studio has sent DMCA takedown notices to users sharing the alleged in-game footage and a leaked map.
Certified to Communicate: How the CBM Shapes Rob Marciano’s Approach to Science Storytelling
Marciano’s career has taken him well beyond forecasting the weather. His work has included reporting on science and technology and exploring innovations that could shape the future. His latest book…
States accuse Meta of targeting children for Facebook, Instagram addiction: 'The young ones are the best ones'
Meta faces a landmark federal trial as 29 states accuse the social media giant of exploiting teen addiction on Facebook and Instagram for profit.
New research explores the earliest stages of coronary plaque inflammation
"If we want to prevent plaque from forming, we need to understand those earliest changes—not just what happens after inflammation has already taken hold," one researcher explained.
The physical media selection at Sony's Crunchyroll is even worse than fans feared after store update: all books removed and Blu-ray lineup gutted
Manga, light novels, manhwa, and more have vanished
Apple's new macOS update reportedly contains a video of AirPods with a camera
A video in a MacOS Tahoe release candidate version shows a user wearing AirPods, looking at a book, and talking to Siri.
Xbox announces 9 new games coming to Game Pass this month
Microsoft has revealed the next lineup of games that will be joining the Xbox Game Pass library this month. The list includes Vapor World: Over the Mind, BlazBlue Entropy Effect X, Relooted, and more.
Huntington Bank Launches National Business for Community Associations and Management Partners
/PRNewswire/ -- Huntington National Bank has launched a national specialty group focused on providing community associations and their management partners with...
Verizon Business and Status Solutions Network Showcase How Connectivity, Technology, and Community Partnerships Strengthen School Safety
/PRNewswire/ -- Status Solutions Network (SSN) is proud to announce the release of a new Verizon Business customer success story featuring Zane Trace Local...
Labcorp and NACHC Launch Strategic Alliance to Strengthen Health Center Leadership and Advance Community Health
/PRNewswire/ -- Labcorp (NYSE: LH), a global leader of innovative and comprehensive laboratory services, and the National Association of Community Health...
"I'm pretty sure I mean it" - Legendary game developer Warren Spector announces retirement
Spector announced the news on LinkedIn in a lengthy post, saying he'd like to write some books and play some piano.
Lions’ Dan Campbell Offers Strong Outlook On Levi Onwuzurike
The Detroit Lions have their first preseason game in the books, dropping a 16-14 decision to the Cincinnati Bengals on the road at Paycor Stadium last Thursday evening in a contest that featured mostly reserve players on Detroit’s side.The good news for the Lions is that, despite having several players who are banged up and […] The post Lions’ Dan Campbell Offers Strong Outlook On Levi Onwuzurike appeared first on HEAVY.
Apple's Camera-Equipped AirPods Confirmed: See Them in Action
Apple is working on camera-equipped AirPods that appear to be nearly ready to launch, based on a video MacRumors found in the macOS Tahoe 26.7 release candidate. In a short demo, a man holds a book up so the camera in the AirPods can see the title. "With Visual Intelligence, your world becomes savable. See something you like? Just ask me to save it for later," says the voiceover text.
A group of attorneys general is suing Meta over mental health risks for youths
Attorneys general from several states are bringing Meta Platforms to court over claims that the company's products are addictive to kids and teens, and that Meta failed to warn the public.
CVS Health Announces Board Changes
/PRNewswire/ -- CVS Health (NYSE: CVS) today announced the appointment of Teresa Heitsenrether to its Board of Directors and departure of Larry Robbins from...
“Wish You Were Here” Variety Show Combines Entertainment & Community Impact
Watch Virginia This Morning each weekday from 9 to 10 a.m. Find the show on Facebook and Instagram at @VirginiaThisMorning.
Do Biographies of Scientists Inspire Children?
Children’s books about the careers of famous scientists may contain inadvertently discouraging messaging.
Politics and the Limits of Language
Ben Rhodes's new book makes an earnest case for the political power of words. But the degradation of our public life can’t be reversed by rhetoric alone.
Best Buy 60th Anniversary Sale Offers Huge Deals on Apple, LG, Dyson and More
Save on everything from AirPods to air fryers as Best Buy celebrates its big birthday.
Reporter's Notebook: Daylight saving time fight puts Senate up against a ticking clock
Trump urged Republican senators to release holds on the Sunshine Protection Act, but lawmakers from northern states raise concerns about dark mornings.
Bruce Springsteen biographer and music critic Dave Marsh dies at 76
Dave Marsh, a renowned music critic known for his influential books on Bruce Springsteen, has died at 76. Friend Jeffrey St. Clair says Marsh died Friday in Connecticut. Marsh had
Bruce Springsteen biographer and music critic Dave Marsh dies at 76
Dave Marsh, a renowned music critic known for his influential books on Bruce Springsteen, has died at 76. Friend Jeffrey St. Clair says Marsh died Friday in Connecticut. Marsh had
WeBrokr Advises MyGolfSpy on Strategic Investment from Graham Sports & Entertainment Partners and Bolt Ventures
/PRNewswire/ -- WeBrokr today confirmed its role as exclusive sell-side advisor to MyGolfSpy on its strategic investment from Graham Sports & Entertainment...
Everyday Injustice Podcast Episode 337: Marc Bookman Examines the Death Penalty’s Politics, Failures and Enduring Appeal
Marc Bookman, legal director of the Atlantic Center for Capital Representation, recently discussed capital punishment on Episode 337 of 'Everyday Injustice.' Bookman challenged the perception of a national death penalty resurgence, asserting its continued application is increasingly confined to a limited number of states. He also critiqued public opinion polling on capital punishment, specifically a Pew poll, for failing to present alternatives such as life without parole. Additionally, Bookman previewed his forthcoming novel, 'Albert's Time,' which explores the ethical dimensions of capital punishment by confronting the execution of an undeniably guilty individual.
USS Washington to relieve USS Lincoln after concerns about the crew's mental health
The carrier USS Washington is on its way to the Middle East to relieve the USS Lincoln. The Lincoln has been at the center of concerns over crew mental health and a lack of fresh food and supplies.
‘Wreck of the Mentor’ subverts traditional maritime narrative
Author Dolin to discuss book at TACAW on Tuesday
Workplace habit changes can improve your overall health
From ergonomic workstations to better hydration and recovery habits, small daily changes can help employees stay healthier, safer and more energized on the job.
Acer intros new MacBook Neo rival with 120Hz display and Thunderbolt 4 ports
There's a new configuration available for the Acer Go Air, and this new MacBook Neo rival is powered by an Intel Wildcat Lake processor, the Core 5 320. It also sports a 120Hz display and Thunderbolt 4 ports. The launch price is CNY 5,499, about $815.
Andrew Garfield finds wonder in everyday life in ‘The Magic Faraway Tree’
Andrew Garfield stars in The Magic Faraway Tree, a fantasy adventure based on Enid Blyton’s books, about a family discovering magical worlds after moving to the countryside.
FT and Standard Chartered Business Book of the Year Award 2026
Contenders include three former winners and titles on power, innovation and society
Healthcare AI likened to a sleeping giant waiting to wake up in many hospitals not named Mayo Clinic
What would it take to put just about every U.S. hospital on par with Mayo Clinic in sheer quality of care? Not a lot more than better use of AI.
Final UI for Googlebook ‘Desktop Camera’ app revealed [Gallery]
Ahead of the Googlebook launch this fall, we now have a full look at the Desktop Camera application that will...
Ex-Patriots Starter Turning Heads With Miami Dolphins
The Miami Dolphins preseason opener is in the books, and after a 20-7 loss against the Washington Commanders, fans got a better idea of what to expect in the upcoming season.Despite the loss, and the struggles of the team’s second and third units, there were some positive developments that should leave the team encouraged. Among […] The post Ex-Patriots Starter Turning Heads With Miami Dolphins appeared first on HEAVY.
5 Powerful Features To Enable On Your Chromebook
If you have a Chromebook, or are thinking about one but on the fence, these features may sway you.
Patriots notebook: Christian Gonzalez misses team’s walkthrough practice
Picked up notes from Sunday's walkthrough practice.
Is the MacBook Pro M5 still worth buying after the price hike?
It could be wise to wait, or settle for a cheaper model.
📚 The Inoculation Project 8/16/2026: Harlem Books, Youngstown Science
This week, we’re helping a Harlem third grade class get some new and engaging books, and an Ohio high school science class do a variety of cool labs. We hope that readers who support quality public…
Hasan Piker torched over playbook to dodge his past controversies: 'Bats--- crazy'
Shannon Watts accused Hasan Piker of deflecting past controversial remarks, sparking a heated exchange over Democrats' responsibility for rhetoric.
Rethinking drinking: UNM professor's book examines the science of alcohol use
For nearly 10 years, UNM psychologist William R. Miller has studied how people cut down their alcohol use. Now, he and longtime collaborator Ricardo F. Muñoz are revisiting that research in their new book, Rethinking Drinking: Making the Right Choice for You, set for release Sept. 1.
Major political transformation is underway in Hungary after Victor Orban was ousted
NPR's Danielle Kurtzleben speaks with journalist Nick Thorpe about the changes made by the Hungarian government since Victor Orban's Fidesz party lost power following elections in April.
Politics chat: Democrats take lessons from the primaries, set 2028 calendar
We look at how the Democrats are gearing up for the 2028 presidential primaries, as well as their takeaways from the current batch of primary races.
Waymo is taking a bite out of rideshare. Driver impact is hard to see.
Waymo's share of gross bookings in SF, LA, and Phoenix are in the high teens, data showed. Experts say the impact on drivers is still murky.
Are You Really ‘Maxxing’ Your Health? What to Know About 4 Viral Health Hacks
“Maxxing” trends are growing in popularity on social media, but experts say these health hacks, which promote optimizing nutrition, sleep, and fertility, may be ineffective or even pose health risks.
MacBook Neo 2 Release Date Will Boost Apple’s Spring Sales
The MacBook Neo 2 is expected to launch in Spring 2027 alongside the iPhone 18 and iPhone 18e. It's another step by Apple to split its professional and consumer hardware.
Physicists discover a hidden gluon structure inside protons that could rewrite textbooks
Physicists may have uncovered a hidden feature inside protons that helps preserve one of matter’s most fundamental properties. RHIC collision data suggest baryon number is carried not simply by three quarks, but by a Y-shaped junction of the gluons connecting them. The finding challenges a decades-old textbook picture and could deepen our understanding of why protons—and ultimately matter itself—remain stable.
Not Asus, Not MSI: Consumer Reports Says This Laptop Brand Is The Most Reliable
Consumer Reports found that Apple's line of MacBooks are the most reliable of all laptops based on estimated problem rates derived from over 75,000 surveys.
Campbell still trying to find answers for Lions offensive line
With a dozen days of training camp and one preseason game in the books, questions remain about the Detroit Lions offensive line starters. Coach Dan Campbell learned more about the line in the loss at Cincinnati on Thursday. While most starters did not play, including left tackle Penei Sewell, Campbell got a good look at right tackle, rookie Blake Miller and at center Seth McLaughlin who both started.
I switched from Windows to Mac after 25 years, and it’s the trackpad that converted me.
I’ve been using Windows laptops for almost 25 years. In that time, I never once seriously thought of buying a MacBook. In fact, I can honestly say I had never used one at all until I bought my MacBook Air M5 six months ago. Never borrowed one for a weekend, spent an afternoon at an […]
A Maine-Built Hero: How One Little Ship Changed Antarctic Science Forever
New book by educator and historian Charles Lagerbom chronicles the remarkable journey of the R/V HERO, from a South Bristol shipyard to the front lines of climate research, and back
Prediction markets and sports betting: How this UK exchange is trying to do both in the U.S.
Smarkets is entering the U.S. prediction market race but also applying to run as a sportsbook within states amid regulatory uncertainty at the federal level.
El Paso's most booked restaurants of 2026 revealed by OpenTable
OpenTable released its rankings on Aug. 6, highlighting the El Paso restaurants that diners are booking the most. Here's the list.
Xteink’s tiny e-readers are getting access to free books through Libby
It’s getting a lot easier to source ebooks for Xteink’s tiny e-readers.
Colorado Politics Calendar Aug. 17-23
CoPo’s weekly political calendar will help you find political and public-policy events throughout Colorado. It includes candidate and issue campaign events, public policy meetings, court hearings, state and local party conventions, assemblies, debates, rallies, parades, speaking engagements, traveling dignitary appearances, water meetings, book signings, county commission hearings, city council meetings and more. As a subscriber, […]
Citius Oncology, Inc. Reports Fiscal Third Quarter 2026 Financial Results and Provides Business Update
/PRNewswire/ -- Citius Oncology, Inc. ("Citius Oncology" or the "Company") (Nasdaq: CTOR), an oncology-focused biopharmaceutical company and majority-owned...
Vulnerability giving attackers full control of Macs is under active exploitation
Screen-sharing bug lets remote hackers log in without a password.
Dell’s more-affordable Snapdragon X Plus Googlebook lineup comes into focus
Over the last few weeks, the initial Googlebook leaks have centered heavily on what will likely turn out being higher-end, more expensive hardware. From Intel Panther Lake in the ASUS CX9406 and...
Frankie Valli, 92, retires from performing after 60 years
Frankie Valli’s younger brother Bobby Valli announced the news in a Facebook statement, calling the singer a ‘living legend.’
Why Editors Will Shape the Next Wave of Branded Entertainment
Little Black Book, As brands move beyond one-off campaigns and towards recurring formats and fully-fledged entertainment IP, the editors who can shape real emotion and character are becoming more important than ever, writes Alexander Jamieson, co-founder and managing partner of No Sushi
Jeremy Strong reveals this about Mark Zuckerberg movie 'Social Reckoning'
Jeremy Strong has revealed he reached out to Mark Zuckerberg, and received a response back, before playing the Facebook entrepreneur in the upcoming movie "The Social Reckoning."
You Don’t Always Need a Student ID for Apple’s Back-to-School Deals
Apple has a hidden certified refurbished store that offers the popular MacBook Neo for $100 off.
‘Murakami saw his book come alive!’: the Japanese company bringing the author’s science fiction masterpiece to the stage
A play based on the writer’s dreamlike novel Hard-Boiled Wonderland and the End of the World is touring the world, riding a wave of interest in Japanese culture. Its creators talk about how they adapted the famously cryptic tale
PAVmed Provides Business Update and Reports Second Quarter 2026 Financial Results
/PRNewswire/ -- PAVmed Inc. (NASDAQ: PAVM) ("PAVmed" or the "Company"), a diversified commercial-stage medical technology company operating in the medical...
Businesses feel the strain as the deadline for Trump's 50% Canadian tariff approaches
If President Trump's threatened 50% tariffs go through later this month, construction businesses that rely on materials imported from Canada are among those that will suffer.
Friday essay: we’re all ‘political’ now – but can that lead to real change?
In our age of ‘hyperpolitics’, what does meaningful change look like? Anton Jäger’s buzzy new book has some answers – but could go harder on neoliberalism.
Apple adds iPhone X and 2018 MacBook Pro to obsolete products list
Apple today updated its vintage and obsolete product lists, with the iPhone X and 15-inch 2018 MacBook Pro now classified as obsolete.
Entertainment: Irish Fest and State Fair Bookend Busy Weekend
Plus: Center Street Daze will draw crowds to Riverwest.
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.
Baltimore sues Kalshi and Polymarket for offering unlicensed sports betting
The battle between sportsbooks and prediction markets continues, in the form of states and local governments attempting to shut down what arguably amounts to unlicensed bookmaking.
Baltimore sues Kalshi and Polymarket for offering unlicensed sports betting
The battle between sportsbooks and prediction markets continues, in the form of states and local governments attempting to shut down what arguably amounts to unlicensed bookmaking.
Perhaps We Could Find Some New Book Topics to Argue About
Surely there are other things to discuss besides these dusty old subjects?
Kent business leader publishes new book on building profitable, principled companies
CHESTERTOWN — Kent County entrepreneur and business leader Thad L. Bench, Sr. shares decades of experience building and growing businesses in his new book, “Noble Work: A Practical Guide to
Most Black business owners have the same definition of success, and it's not cashing out
Intuit QuickBooks reports that most Black business owners define success beyond profits, focusing on community impact and creating career paths for others.