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Microsoft AI CMO is leaving the company: details from memo
Andréa Mallard is leaving Microsoft's AI unit after around six months in the role, Business Insider has learned.
Menasha small businesses share plans after buildings damaged or destroyed by tornado
Major construction continues for UC, Life Science Building, UTA West
Smaller projects are also underway across campus to update study spaces, classrooms, roads and more.
Small businesses affected by Boyle Heights warehouse disaster can apply for federal assistance
The U.S. Small Business Administration approved California's request for a disaster declaration, making loans available to eligible small businesses, private nonprofit organizations, including faith-based organizations, that experienced financial losses directly related to the fire.
Maui Small Business leaders get hands-on with AI to save time, drive growth
A small group of small business owners and leaders of non-profits gathered on Aug. 14 to grow their business with AI. The half-day workshop was hosted by Maui Economic Development Board and presented by Marc Rix, an international adviser, speaker, consultant and trainer.
Raccoon causes chaos in a Pittsburgh small business
A raccoon caused significant damage to MH Custom Studio in Pittsburgh’s Carrick neighborhood after breaking into the shop early in the morning.
Governor Newsom secures federal disaster assistance for small businesses impacted by Boyle Heights warehouse fire
What you need to know: Governor Gavin Newsom today announced that low-interest federal disaster loans are now available to help small businesses and private nonprofit organizations recover from economic losses caused by the 2026 Los Palos incident, also known as the Boyle Heights warehouse fire, in Los Angeles. SACRAMENTO – Governor Gavin Newsom today announced that the […]
Dozens of small businesses awarded funding to refresh old storefronts
Ron Fuchs can see Frick Park Market from his front porch. The 90-year-old lifelong Point Breeze native makes his rounds at the market everyday, often opting...
Sen. Durbin Highlights Medicaid Cuts, Small Business Struggles
Sen. Durbin addresses Illinois healthcare costs and small business struggles during state tour. See his stance on Medicaid cuts and economic pressures.
What to know about Natalie Harp, the Trump aide whom Ossoff put in the spotlight
The president’s executive assistant was among a small group of people who secretly switched planes with Trump over a potential Iranian threat, as noted by Sen. Jon Ossoff.
Our Milky Way galaxy gobbled up a smaller galaxy about 11.8 billion years ago, scientists find
Scientists observing clusters of stars congregated near the Milky Way's centre have discovered evidence that our galaxy swallowed a smaller galaxy roughly 11.8 billion years ago, when the universe was less than 15 per cent of its current age.
A tiny change to Windows 11's File Explorer proves Microsoft can't keep everyone happy
Even the concept of the smallest UI tweak in Windows 11 leaves PC users split.
Stop treating small business owners like criminals
Rep. Warren Davidson called on Congress to permanently repeal the Corporate Transparency Act through the National Defense Authorization Act to protect small businesses from burdensome reporting req…
Small Business Retirement Plan Adoption Jumps 64% Since 2019
SECURE success story: New Gusto research finds a 64% spike in small business retirement plan adoption since 2019
Florida lost 450,000 ACA enrollees in 2026 as premiums rose an average of 37% nationally, new data shows
ACA enrollments in Florida dropped in 2026, but the decrease was smaller than anticipated.
Developer buying Ford City Mall tweaks industrial plan in bid for city approval
Winning public support for plans to replace commercial properties with warehouses has proven difficult in recent years.
Scientists Have Found A Surprising Number Of “Extraterrestrial Amino Acids” Never Before Seen On Earth
We call them the building blocks of proteins, but only a small fraction actually does that. At least, on Earth!
Small Businesses Are Hiring Workers Hit By AI-Driven Layoffs
AI-driven staff reductions at big businesses are becoming a boon for smaller firms that are quick to hire laid-off talent, according to a new report.
Business understanding drives small commercial satisfaction gap, JD Power finds
New data shows a 203-point satisfaction gap between small business clients whose brokers know their industry and those whose don't
Phillies news: Don Mattingly breaks down Philly's new offensive identity
The Phillies, after being a home run-or-nothing team, have turned to small ball over the last few weeks. How did that happen?
Junk-collecting small business adapts Temu rack to double its hauling capacity
A three-person junk-removal company in Maryland doubled how much it can haul in a single trip, thanks to a $150 bed rack from Temu.
Harrison small business begins cleanup after historic flooding, faces costly damage
After historic flooding last week, many businesses and homeowners along the Whitewater River are still cleaning up the damage left behind.
University Place to become ‘entertainment district,’ allow alcohol on property
As University Place in Chapel Hill continues its redevelopment, the mall is preparing to launch an “entertainment district” that will allow customers to order alcoholic drinks to go and walk around the property. An entertainment district is a state-governed drinking area, whereas a social district is created by a local government with an ordinance, Aaron...
University Place to become ‘entertainment district’, allow alcohol on property
As University Place in Chapel Hill continues its redevelopment, the mall is preparing to launch an “entertainment district” that will allow customers to order alcoholic drinks to go and walk around the property. An entertainment district is a state-governed drinking area, whereas a social district is created by a local government with an ordinance, Aaron...
From Greenpoint merchants to Chinatown lights: Where NYC’s $8.4M small-business grants are going
The grants announced Monday by Mamdani and the Department of Small Business Services will also pay for street cleaning, lighting, public art, wayfinding,
James Beard Public Market to feature nearly 40 small businesses, on track for 2027 opening
A long-planned public market honoring Portland-born culinary icon James Beard has cleared a key hurdle.
Small Business Opportunity Week Returns to Connect Georgia Businesses with Growth Opportunities
Read Small Business Opportunity Week Returns to Connect Georgia Businesses with Growth Opportunities by Georgia Business Council for SaportaReport here.
NFIB Small Business Optimism Index rises to highest level since August 2025
Small business optimism increased in July, with the National Federation of Independent Business (NFIB) Small Business Optimism Index rising 2.4 points to 99.8, above its 52-year average of 98.0. The reading marks the highest level since August 2025. Of the index’s 10 components, eight increased and two decreased. Hiring plans improved substantially and contributed the […]
Stephens College of Business Professional Sales Program Invited to Join Prestigious University Sales Center Alliance
The University of Montevallo Professional Sales Program in the Stephens College of Business has been invited to join the University Sales Center Alliance (USCA) as an Associate Member. USCA will formally recognize the Stephens College for this accomplishment at the USCA fall meeting Sept. 10-12 in Chicago. The University Sales Center Alliance mission is to provide… Continue reading Stephens College of Business Professional Sales Program Invited to Join Prestigious University Sales Center Alliance
I use AI to help run my business, but I'd rather hire more people
A small business owner in Brooklyn created a C-suite filled with AI agents to help run her business, but she refuses to use AI for creative work.
Lancaster County restaurant awarded national small business grant
LITITZ, Pa. (WHTM) — A local restaurant in Lancaster County was just awarded a $30,000 Enhancement Grant through the Backing Small Business program. According to the nonprofit organization Ve…
The problem with Trump’s foreign policy by empty threat
Monday should be a very scary day for the small Middle Eastern country of Oman after a threat from President Donald Trump. But he’s done this before.
Business and labor square off in West Valley's 3rd District L.A. City Council race
Gaspar touts his experience as a small business owner, while Worth Girvan says her experience in the public sector will make her a stronger advocate for Valley constituents.
Business and labor square off in West Valley's 3rd District L.A. City Council race
Gaspar touts his experience as a small business owner, while Worth Girvan says her experience in the public sector will make her a stronger advocate for Valley constituents.
1,700-year-old church discovered under a lake in Turkey may be the location of the First Council of Nicaea
A small church discovered beneath a larger one may have hosted one of the most important meetings in the history of Christianity, but some scholars not involved with the excavation disagree.
Athens business owners revitalize storefronts with new city grant
Seven local small businesses are getting a big boost thanks to a new city grant program designed to spruce up properties and foster economic growth.
Mizzou study shows small scheduling change has big health benefits for night-shift physicians
The findings highlight Mizzou’s efforts to improve the health and well-being of those working overnight.
Urban Milwaukee Hiring Small Business Reporter
Join our downtown newsroom to cover Milwaukee’s small businesses, bars and restaurants.
Two eyeless shrimp-like species found in Japan's groundwater are new to science
Researchers have identified two new species in the genus Bogidiella, small shrimp-like amphipods that live in subterranean aquatic environments, from cave waters on the Ryukyu Islands, a subtropical island ...
Column: Xavier Becerra won't deliver the home runs — or strikeouts — racked up by Newsom, Schwarzenegger
California’s next governor, Xavier Becerra, is a “small ball” player, to borrow a baseball term.
AirPods Max 2 Discounted by $120 Across Amazon and Best Buy
Apple's AirPods Max 2 have hit $429.00 on Amazon this week, down from $549.00. This sale is available in two colors on Amazon, while Best Buy has all five models in stock at this low price. Note: MacRumors is an affiliate partner with some of these vendors. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Hospitals say they found a tool to help reduce childbirth risks: wristbands
Hospitals across the U.S. are trying to reduce maternal deaths and complications after pregnancies using one small tool: a silicone wristband stamped with the declaration “I Gave Birth.”
Indiana working to preserve local businesses across ownership changes
The "Keep IN" initiative is meant to get small business owners thinking about how to hand off their companies when they leave, instead of closing them down — and prompt potential successors to consider entrepreneurship through acquisition.
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.
5 small-business ideas for introverts
Prefer going solo? These jobs let you focus on creativity and deep work—and reduce meetings.
San Diego culinary entrepreneurs get support to survive the faltering U.S. economy
Training, funding and a monthly marketplace are giving San Diego new culinary entrepreneurs opportunities to grow their small businesses.
The Scientists Who Want to Steer Hurricanes
Over the weekend, Hawaii was lashed by Hurricane Lala, which has washed away homes, left more than 125,000 people without power, shut down two of the state’s busiest airports, threatened dangerous flash flooding and, at time of writing, has killed one person. What if we could’ve steered the storm away from Hawaii, into the vast expanse of the empty Pacific Ocean that lies all around the islands—where no one could get hurt? This scenario might sound like the stuff of science fiction. But earlier this year, a peer-reviewed study published by the Public Library of Science found that it might be possible, and sooner than we think. The study was titled: “Weather Jiu-Jitsu: Prospects for atmospheric nudging to defuse the impact of catastrophic weather extremes.” According to the paper, the controversial practice of cloud seeding could enable human beings to make hurricanes change direction. The potential results could be astounding: The authors suggested that Hurricane Sandy, which in New York City alone killed 44 people and caused $19 billion of damage in 2012, could’ve been diverted by 200 miles, missing the metropolis entirely. Cloud seeding, which first succeeded in the U.S. in 1946, is a practice whereby small particles—for example, dry ice, silver iodide, or salt—are dropped into clouds, causing moisture to condense into precipitation. In the 1960s, the U.S. government launched Project Stormfury, an experiment that saw Navy pilots flying into the heart of a hurricane, dodging winds over a hundred miles per hour, to cloud-seed inside it, in the hope of reducing the storm’s power. “The seeding,” the theory went, “would stimulate the formation of a new eyewall that would surround the existing eyewall. The new eyewall would contract, strangling the old eyewall and reducing the intensity of the hurricane.”
US is becoming an ‘entrepreneur’s paradise,’ small business expert says
The Marks Group PC CPA Gene Marks discusses small businesses’ impact on the U.S. economy, hiring trends and growing optimism among entrepreneurs on ‘Fox News Live.’
Cedar Business and Innovation Center to host 4th annual Small Business Expo
The Cedar Business and Innovation Center invites the community to attend the 4th annual Small Business Expo next Saturday, Aug. 22.
8 Foldable Finds From Home Depot That Are Great For Camping Trips
Small and lightweight gear is essential when camping, which makes these folding tools and gadgets a great choice.
Corgi races delight fans at Rockingham County Fair
Pounding music blared from loudspeakers at a small enclosure at the Rockingham County Fair on Friday.
I moved to remote island; different but easier than I expected
Living on a small island in Alaska has more conveniences than I expected, including reliable internet and easy access to outdoor activities.
Nintendo GameCube discs were small for a reason
The format remains unique in console history.
Small businesses are using a classic benefit to stay competitive
Small businesses can offer 401(k) plans to help be competitive in the job market and retain employees.
When we bring back forests and wetlands, some tinier species may be missing
A regrown forest can look tall, lush and green. Restored wetlands can buzz with insects and flutter with birds. But scientists looking more closely are finding that some of their smallest inhabitants — mosses, lichens and algae — are still missing.
‘From A to Z’: How the LSBDC is beating the odds for local startups
The Louisiana Small Business Development Center is the state’s largest, federally and state-funded resource for entrepreneurs, providing no-cost, confidential business consulting and specialized training. Nationally accredited and operating through nine […]
Democratic gubernatorial nominee Dan Ahlers says South Dakota needs to invest more in small businesses
South Dakota Democratic governor nominee Dan Ahlers says the state lacks small business support and criticizes a $69 million Sioux Falls corporate incentive.
MRN BUSINESS SPOTLIGHT: Shandi's
What’s better than ice cream in August? Not much. MRN’s Crissie Caccamo talks to Shandi Long about the one year anniversary of her ice cream parlor “Shandi’s”. It’s located right on 6th Street … dangerously close to the Muddy River News world headquarters. Crissi and Shandi talk about running a small business and how to...
Health insurance rates expected to climb again for Minnesotans in 2027
Thousands of Minnesotans could see higher health insurance costs next year as insurers seek rate increases across individual and small-group markets.
5 Small Business Ideas You Can Launch for Less Than $5,000
There are plenty of small business ideas with less than $5,000 in startup costs. Just ask the Inc. 5000 CEOs.
18th & Vine tour with KC council members highlights preservation and small business
An 18th & Vine walking tour showcases preservation projects, new development and support for Black-owned Vine Street businesses in Kansas City.
A doctor shares 4 bare minimum food rules to boost healthspan
Making small changes to your diet can make a big impact on your health, Dr. Ezekiel Emanuel said.
AI can ensure Florida’s small businesses remain competitive
AI readiness is not only about acquiring technology. It is about preparing people to use it well.
South China tech hub’s wet summer puts damper on small business profits
Shenzhen’s wettest July in more than three decades saw foot traffic plummet and also caused severe disruption to airline schedules.
U.S. Small Business Administration offering disaster assistance to Lincoln County victims of May 6 tornado
Homeowners, renters, non-profits, and businesses of all sizes may still need assistance, and the U.S. Small Business Administration is here to help.
Erie County receives small number of responses to biometric law disclosure
The law prohibits businesses from collecting, using or selling people's data.
More Starland District break-ins leave business owners concerned
After a string of break-ins at Starland District’s small businesses, community members are speaking out about their concerns.
FBI arrest Lawrence mayor for allegedly misusing COVID-19 small-business loans
The FBI has arrested the Mayor of Lawrence, Massachusetts, Brian Depena, for allegedly misusing $1.5 million in COVID-19 small-business loans.
Growing Into the Middle Market: How Small Businesses Size Up
National Business Capital's Joe Camberato is back on the podcast to discuss scaling small businesses with a calibrated capital stack
Rob Sand Talks with Small Business Owners on New Plan to Grow Iowa’s Economy and Support Small Businesses
Rob Sand for Iowa Governor. Rob is only beholden to the people of Iowa, and Rob stands up for what's right, even when it's hard.
Trump’s immigration crackdown is killing small business as patrons avoid ICE deployments
Angelenos stopped going out in places where ICE was in their city, and small businesses lost millions in revenue. Experts warn that it’s a national trend.
What American Jews want from the midterms
Though a small electorate, Jewish voters are being pushed to the center of political debates this midterm cycle.
Skanska small business outreach lead sees opportunity in DBE changes
After hitting hiring goals on a Los Angeles International Airport project, DBE compliance officer Teresa Maxwell outlined how the firm connects with contractors local to its projects.
Young, Loeffler pitch expanded small business lending during Indiana visit
Todd Young and SBA chief Kelly Loeffler pitched higher federal loan limits and other policies to help Indiana farmers and small businesses.
Small Businesses Despise Trump’s Tariffs
Mere hours after the Trump administration's latest tariff scheme launched on July 24, the government was sued again by the same small businesses that had already defeated prior White House tariff shenanigans, most notably at the Supreme Court. As Bloomberg Law reported, these companies are part of an “increasingly vocal cohort of business owners who emerged as the face of mom-and-pop tariff resistance.” What about Walmart Inc., Ford Motor Co. and the other titans of corporate America paying many
Kansas City ends a construction equality program. Business owners want a say on a new one
The city council approved a plan to repeal the city’s 45-year-old Minority- and Women-Owned Business Enterprise Program after a lawsuit from Missouri’s attorney general alleged discrimination against white men. Business owners want input on the new small-business program meant to replace it.
UNT Health Fort Worth expects nearly flat revenue, higher spending in 2027
The university expects a small revenue increase and raises expenditures $8.2 million as it pursues enrollment, research and clinical growth.
New initiative set to help small businesses grow in El Paso's Mission Trail
El Paso’s Mission Trail small businesses are getting an SBA-funded boost as Rep. Veronica Escobar, the County, Revby, and EFO Media launch hands-on marketing and technical assistance, from workshops to 1-on-1 support.
What's Coming in September: New iPhones, Apple Watches and More
Apple will introduce at least five new devices at its iPhone-centric event next month, and it's also possible we'll get devices waiting on Siri AI like the Apple TV. iPhone 18 Pro The iPhone 18 Pro is going to look like the iPhone 17 Pro, but with a smaller Dynamic Island. It's getting some internal updates, including a new Wide camera with a variable aperture for more control over lighting and a faster A20 Pro chip built on a new 2nm process.
Pawcatuck painter offers free services to local business to give back to his community
The owner of a painting company is doing all he can to give back to small businesses in the town he grew up in.
City of Augusta highlights resources for small businesses, entrepreneurs
Augusta city officials are reminding local entrepreneurs and small business owners of resources available to help start, grow, and strengthen their businesses.
Schatz Talks Story With Small Business Owners, Students, Law Enforcement Officers And Staff Across Maui | U.S. Senator Brian Schatz of Hawaii
KAHULUI – U.S. Senator Brian Schatz (D-Hawai‘i) met with students, small business owners, and law...
Shop, eat and network at an entrepreneur and small business fair
You can sign up to volunteer at Indianapolis Urban League’s event by Aug. 18 to get a free shirt.
Business Briefs: Aug. 14, 2026
Greenfield Cooperative Bank to host networking workshop in Northampton GREENFIELD — Greenfield Cooperative Bank will host “Building Your Business Community: Networking That Feels Authentic,” featuring Colleen DelVecchio from Maxady. The interactive conversation with DelVecchio will help local small business owners learn how to build relationships that lead to referrals, collaborations, new opportunities and lasting support. The workshop […]
Fresno ranks among top cities for entrepreneurs as California business climate draws scrutiny
Fresno ranks sixth nationally for entrepreneurship as California small businesses face new rankings and the failure of an ADA lawsuit reform bill.
Drop test claims Pixel 11 Pro, specifically the smaller one, could break more easily
Google is touting better scratch resistance on its new Pixel 11 Pro phones but, apparently, smaller one doesn’t handle drops...
Inside a 25-Day Ocean Science Mission
Rutgers researchers will study small ocean processes with big consequences At sea, their days will begin in darkness. Before dawn, Rutgers oceanographers Joe Gradone and Corday Selden expect to be on deck aboard the research vessel Falkor (too), preparing instruments, reviewing data and directing the first collection of water samples of the day. Related: Read more […]
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.
Applications Now Accepted for Business on Main Street Accelerator
Applications are now being accepted for the Business on Main Street Accelerator, a joint initiative between the Delaware Division of Small Business and Launcher.
Brent Cooper to step down from NKY Chamber after 10 years 'connecting the dots'
Brent Cooper will step down as NKY Chamber president after his 10th year, ending a tenure focused on small businesses and regional advocacy.
Rubio and Bessent stayed on decoy flight as Trump switched planes, official says
Trump was secretly moved to a smaller military jet due to a threat
Only 12% of family businesses stay in the family by the third generation. A Goldman Sachs chairman says optimism is the reason
François-Xavier de Mallmann steers Goldman's relationships with many of the world's largest family-controlled enterprises.
Tylenol precedent threatens to tighten science vetting in Camp Lejeune toxic water trials
In a national lawsuit, parents claimed taking acetaminophen during pregnancy caused their children to develop autism or ADHD. A higher appeals court recently issued a major ruling on how strictly trial judges must vet medical experts and scientific data before a jury is allowed to hear it. Now, federal lawyers have formally flagged that case for the Camp Lejeune judges, hoping to tighten restrictions on what science is allowed at trial.
How local vendors are finding success at Providence Place
While mall vacancies have piled up, local vendors at Providence Place have pioneered a creative way to fill space and boost the local economy.
What patients actually think about ‘minimally invasive’ brain implants
A new study polled people with treatment-resistant depression about what matters to them when it comes to brain implants for mental health.
Small Business, Happy Pets
Local veterinary providers say corporate-owned vet practices are becoming more common as the cost of operating an independent practice increases. Vets say cost of medications and increasing economic…
Generational wealth strategies are shifting as families and business owners eye Trump Accounts
Half of small business owners want their company's success to fund generational wealth, says Guardian Life research.
Sen. Carla Nelson Earns Perfect Score on Small Business Voting Record
State Senator Carla Nelson (Rochester) received a 100% rating from the National Federation of Independent Business (NFIB), a national organization representing small business owners, according to a scorecard the group released this month. Sen. Nelson was one of 26 Minnesota senators who voted to support local business priorities on every bill NFIB tracked during the...