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Rock Ford showcases Lancaster revolutionaries in new exhibit
It’s well known that Lancaster was capital for a day in 1777. But that’s not the only historically significant moment in our nation’s earliest years with a Lancaster County connection.
Federal funding ends for fentanyl test strips as Ohio public health agency supplies run low
The Trump administration is now prohibiting the use of federal funds to purchase fentanyl test strips, one of the harm reduction tools available to combat the opioid epidemic. Columbus Public Health says once its current stock runs out, it will be difficult to purchase more.
Bengals Rookie Spotlight: Tacario Davis
Davis will be expected to help cover tight ends in year one.
Science and sips: ‘Uncorked LA' is visiting an exhibit-filled center of wonder
It’s California Science Center, oh yes it is: Savor a host of fine wines at the special evening event.
Science is HERE All Summer at The Tech Interactive
San Jose’s Science Center Announces Packed Lineup Headlined by Summer Camp, Tech Topple, DOME Series, Workshops, and Tech at Nite The Tech Interactive is bringing a summer full of hands-on science experiences to downtown San Jose, featuring STEM camps, immersive dome shows, interactive exhibits, workshops, and family-friendly activities designed for visitors of all ages. Learn more at https://www.thetech.org San Jose, CA, June 04, 2026 (GLOBE NEWSWIRE) -- Summer is HERE at The Tech Interactive,
Spanberger signs bills banning weapons in mental health, developmental care facilities
Gov. Spanberger signed legislation prohibiting firearms and other dangerous weapons in medical facilities that provide mental health and developmental services.
Tearing down (and building back) that wall
I recently heard the news about 36 sections of the Berlin Wall coming to Blytheville as part of the National Cold War Center’s permanent exhibit space. It’s a fantastic addition...
ENTERTAINMENT: ‘Music’ at Wildwood; ‘Aftermaths’ exhibit opens at AMFA Saturday
"Aftermaths: Mat Collishaw," featuring the latest film from British painter, photographer, sculptor and filmmaker Mat Collishaw, opens Saturday in the Fine Arts Club New Media Gallery at the Arkansas Museum of Fine Arts.
Conner Prairie invites guests to explore the science, culture and cuisine of ‘FOOD’
“FOOD: Science, Culture, and Cuisine,” an international multi-sensory traveling exhibition exploring the concept of food and dining, officially opens to the public on June 13.
Habits form far faster than science previously thought, research shows
Hopkins team studies whether a region of the brain plays a key role in developing habitual behavior, a discovery that could point to ways to alter entrenched habits
Explore the science behind optical illusions at Orlando Science Center
Prepare to have your mind blown and your senses boggled with a dazzling new exhibit at Orlando Science Center. In "Phenomena: The Exhibition," visitors will gain a deeper understanding of the science behind illusions and the mechanisms that govern human perception. An interactive journey with over 20 stunning and immersive illusions, "Phenomena: The Exhibition" will
Top Georgia politicians rake in cash as lawsuits that could stop them drag
A handful of Georgia politicians raked in millions of dollars during the recent legislative session while most elected officials were prohibited from raising money.
Scientists May Have Found a Way to Detect a Third Type of Magnetism
The third type of magnetism could prove the most useful of all—if researchers can identify the materials that exhibit it.
The best museums in the world for art, history, and science
From the Louvre's 380,000 displayed objects to a Chicago science museum where every exhibit lets you run the experiment yourself
Temporary exhibition at Cedar Rapids Museum of Art explores artistic ‘conversation’ between father and son
The Cedar Rapids Museum of Art has introduced a new, temporary exhibit that showcases a “conversation” between a father and son through their own unique, artistic visions.
Science Museum of Virginia's 'Survival of the Slowest' shows being slow can be survival advantage
Featuring live animals including a two-toed sloth, a lesser hedgehog tenrec and snakes, the exhibition encourages guests to take their time to discover how biology concepts apply in the real world and how animal survival is all about trade-offs.
AMC Entertainment Records Its Highest Domestic and Global May Attendance Since 2019
LEAWOOD, Kan., June 01, 2026--AMC Entertainment (NYSE: AMC), the largest theatrical exhibitor in the United States and the world, welcomed more than 4.2 million moviegoers to its U.S. AMC Theatres and internationally at its ODEON Cinemas this past weekend, from Thursday through Sunday. After yet another strong weekend at the box office in May, both domestically and globally AMC Entertainment received 25.5 million guests at our theatres, recording the highest-attended month of May since 2019.
Harmon fiber art exhibit open in Apple Gallery
DANBURY — The Stokes County Arts Council is pleased to announce the opening of a fiber arts exhibit by Artist Janeise Harmon, in the Apple Gallery.
Zoo Mom Science Is Back At Minneola City Hall With More Cool Critters. Crikey!
Submitted by Josie Dix, Minneola Library Leaping lizards! This summer let our insects, arachnids, reptiles, and amphibians teach and entertain you on Friday, June 5 at 11 am at the Minneola City Hall Gym at 800 US-Hwy 27. Zoo Mom Science is a true Florida family business with a passion for animals. Laura Roberts is […]
This strange new phase of matter could transform quantum technology
By stacking custom-designed silver nanoparticles like nanoscale LEGO bricks, scientists stabilized a mysterious crystal phase that had never been observed before. The material not only solves a longstanding puzzle in materials science but also exhibits promising quantum properties at room temperature.
Parent Review: New Lego space exhibit lands at Pacific Science Center
Artemis Adventure with Lego Bricks at Pacific Science Center features space-themed Lego builds, hands-on activities, and fun for all ages.
Microsoft and NVIDIA Jointly Tease Possible N1X Debut as a "New Era of PC"
Microsoft and NVIDIA, through their X handles, each teased "A new era of PC," along with the map coordinates "25.0528, 121.5990," which correspond to the Nangang Exhibition Centre, the seat of Computex 2026. If it wasn't obvious already, NVIDIA is announcing its much awaited N1X client PC processor,...
Houston Museum of Natural Science opens interactive exhibit exploring digital literacy
The exhibit is located on Level 2 of the Museum’s main campus, and is on view now through January 2027.
Kamin Science Center's "Science of Speed" exhibit opens in August
Kamin Science Center set to debut new Science of Speed exhibit
Science Museum Oklahoma to open Barbie career exhibit June 6
Science Museum Oklahoma opens Barbie You Can Be Anything exhibit June 6, featuring hands-on career exploration for children through summer.
Summer Science Exhibits on Tour at Eden Festival
Discover ground-breaking science with the Royal Society's Summer Science Exhibits on Tour at Eden festival
Group turns in 562,000 signatures for Michigan corporate donations ban
The ballot proposal would prohibit DTE Energy, Consumers Energy and companies with state or local contracts worth more than $250,000 from contributing to politicians.
See science in action at Argonne’s June 27 Open House
Argonne’s Open House returns June 27 with free registration, interactive exhibits, facility tours and opportunities to explore research in AI, energy, scientific tools and the universe.
Graduate Exhibition Showcases Intersection of Health, Technology, Art, Design
From digital data and technology to the environment, healthcare and the body, graduate students from across the College of Letters and Science at University of California, Davis, are pushing boundaries with their experimental research and creative expression. The results, varied in medium and discipline, will be on display at the Arts & Humanities 2026 Graduate Exhibition.
Bill banning Erie County businesses from using biometrics signed into law
The "Biometric Transparency and Privacy Act" prohibits the collection of biometric identifier information in commercial settings in Erie County.
2026 Short Course: Designing Civically Engaged Political Science Pedagogy -
Designing Civically Engaged Political Science Pedagogy Half Day Short Course | Register here 2026 APSA Annual Meeting & Exhibition — Boston, MA 9:00 am – 1:00 pm This short course is designed for political science [...]
Drug-testing bill gains momentum
A bill to prohibit medically unnecessary and nonconsensual drug testing of pregnant and postpartum women and newborns is gaining momentum in the state Legislature.
Photographer Catherine Opie is everywhere all at once this spring
'Holding Blue,' a new exhibit of Catherine Opie's photography, opens May 28 at Regen Projects in L.A. Her work will also appear at the Autry Museum, Hauser & Wirth and others.
Students learn about art preservation at NYC’s Met
Many steps are required before an object is exhibited in a museum.
Gelati Celesti announces new flavor for Science Museum sloth exhibit
Ice cream shop Gelati Celesti and the Science Museum of Virginia are partnering up with a new flavor that’s worth slowing down for.
Biannual sculpture exhibition opens May 28
Wilson Arts’ biannual sculpture exhibition opens May 28, featuring works by 10 local and regional artists in a free show running through June 30.
'World-Class' At The Petersen Museum Condenses 100 Years Of Mercedes-Benz Into A Well-Curated Greatest Hits Exhibit Featuring Cars You've Definitely Never Seen Before
Even for the most discerning Mercedes fan, there will be at least a couple cars in this 42-vehicle exhibit that surprise and delight.
Lego exhibit opens at Cox Science Center and Aquarium
Families can explore a new exhibit at the Cox Science Center and Aquarium in West Palm Beach this weekend.
Titanic artifact exhibit opens at Great Lakes Science Center
People can see how the more than 1,300 ticketed passengers lived during their short voyage.
Pressure from Silicon Valley helped block Trump’s expected order on AI
Industry leaders warned in last-minute calls to the president that the proposed safety vetting system could inhibit development of the pivotal technology.
House rejects Smithsonian women’s museum bill after GOP bans ‘biological men’
The widely backed proposal devolved into a partisan fight after Republicans changed the bill to ensure no transgender people are included in exhibits
St. Louis Science Center “The Blue Whale Story” opens Saturday
The Blue Whale Story exhibit features immersive activities and life-sized models including a replica skeleton and the world’s only full-scale Blue Whale heart model.
That new blue whale exhibition at the Science Center? It's big
The show's highlight is an 80-foot-long replica of a real blue whale skeleton.
'Titanic: The Artifact Exhibition' sets sail at port of Cleveland
"Titanic: The Artifact Exhibition" will open Thursday, May 21 at the Great Lakes Science Center and run until mid-January. Here's what to know.
Step aboard Titanic at immersive new Great Lakes Science Center exhibition
The showcase offers a stunning look at the infamous British ocean liner's history.
New KLTV KidsCast exhibit opens at Discovery Science Place
Hands-on television studio allows children to experience broadcasting firsthand
Tybee Island, Marine Science Center to host free Community Day
The City of Tybee Island and the Tybee Island Marine Science Center are teaming up for a special Community Day offering free admission for Tybee Island residents. The event will include interactive exhibits, family activities, raffle prizes and opportunities to learn more about coastal conservation.
Inside downtown L.A.'s immersive 'Hospital of Emotions' exhibit
A new immersive art project in Los Angeles is set to occupy the shuttered St. Vincent Medical Center, turning a site in transition into a large-scale environment organized around human emotion.
Exhibit highlights the health impacts of online violence affecting children and adolescents
The World Health Organization (WHO) is drawing attention to the growing importance of addressing the impacts of digital environments on children’s health and development.
Environmental Science Classes Earn Eco-Educator Award — Central Catholic High School
Central Catholic’s AP Environmental Science classes recently earned the Eco-Educator Award from the S.A.V.E. (Science Alliance for Valuing the Environment) Foundation. The S.A.V.E. Eco-Educator Award is a regional honor celebrating Toledo-area teachers who exhibit a strong commitment to en
Spark Science Center ignites curiosity with interactive exhibits and hands-on fun
The new Spark Science Center is full of exhibits that feature STEAM; science, technology, engineering, arts, and math...
The art of science on display at Analog Wine Bar
The Carl R. Woese Institute for Genomic Biology’s Art of Science program has a new show up at Analog Wine Bar, and it’s one of those quiet, sneaky-smart exhibits that rewards a second glass and ...
May Fair Draws Crowds for Four Days of Entertainment
The Dixon May Fair returned May 7-10 for its 149th rendition, bringing carnival rides, live music, livestock exhibitions and community traditions to Northern California’s oldest fair.
New Exhibit at International Museum of Surgical Science Highlights Role of Filipino Nurses in Healthcare
“Unheard Voices of Care: Filipino Nurses in America” runs until Aug. 2 at the International Museum of Surgical Science. The exhibit highlights stories of Filipino nurses from the 1940s to present day.
New MatterChat Model Helps AI to ‘See’ the Language of Science
From writing emails to generating computer code, much of the artificial intelligence prevalent in our daily lives has succeeded by mastering one domain: text. However, this leaves a major blind spot in the physical sciences, where models depend on the high-resolution, three-dimensional data of the physical world, like the intricate lattice of atoms in a crystal. Delivering on the promise of using AI for science requires teaching these data-driven text models to seamlessly “talk to” physics-based models. Now, a new AI framework from Lawrence Berkeley National Laboratory (Berkeley Lab), called MatterChat, solves this problem by creating a specialized “bridge.” It connects the conversational power of a Large Language Model (LLM) with a physics-based AI that models “interatomic potentials”: the complex physical forces between atoms. The resulting system already significantly outperforms general-purpose AI tools like GPT-4 at predicting material properties, and the team hopes it can accelerate scientific discovery by serving as a robust research partner that provides grounded insights and generates step-by-step instructions for synthesizing novel materials. A paper describing this work was recently published in Nature Machine Intelligence. “Traditional simulations can provide the physical rigor required for materials science, yet their computational cost remains prohibitive for high-throughput screening. Conversely, while LLMs excel at rapid knowledge synthesis, they inherently lack the ‘structural vision’ to interpret materials directly from their underlying atomic coordinates,” said Yingheng Tang, a postdoctoral researcher in Berkeley Lab’s Applied Math and Computational Research Division (AMCR) and lead author on the paper. “MatterChat was built to solve this dilemma, empowering LLMs with a structural ‘vision’ that allows researchers to leverage their full potential for solving complex, real-world materials challenges.” Empowering language models to solve complex challenges in materials science To build MatterChat, the Berkeley Lab team drew inspiration from technologies like Vision Question Answering (VQA) and Text-to-Image (T2I) generation. In these tasks, AI must translate high-level text concepts into visual images, or vice versa. Doing so requires developers to build tools that “bridge” two fundamentally different forms of data. The researchers adapted this concept to the physical sciences. With MatterChat, they created a “bridge model” that successfully connects an LLM’s general knowledge with the deep understanding of the atomic-scale world encoded in scientific interatomic potentials. Until now, researchers using LLMs to solve materials problems usually had to feed them raw data files as if they were just strings of text. It’s like asking an AI to understand a complex 3D engine based only on a parts list: the LLM can read the names, but it can’t “see” how the atoms fit together in space. MatterChat solves this by training a specialized AI bridge model, pre-trained on millions of crystal structures and an LLM, to align the LLM’s representation of the world with the interatomic potential’s representation of the world. The bridge model can translate physical insights into a format the LLM can actually understand. By giving the LLM these “scientific eyes”— a scientific “inductive bias” in the terminology of AI — the Berkeley Lab team has transformed it into a robust research tool capable of providing grounded scientific insights into complex materials challenges, such as predicting thermal stability or analyzing electronic band gaps. “We think of atoms as living in a physical space, but from a machine learning perspective, they are just vectors living in some very non-trivially structured manifold in a high-dimensional Euclidean space; and, of course, the same is true for the sentences and paragraphs that we use to express our ideas about those atoms,” said co-author Michael Mahoney, Berkeley Lab’s Scientific Data Division (SDD) AI Initiative Research Lead. “The bridge model basically gets those two structures to ‘talk with’ each other.” As a proof-of-concept of this general approach, the team trained their bridge model on a dataset curated by pairing nearly 143,000 stable atomic structures from the Materials Project with their corresponding physical properties. This training data was automatically assembled using the Materials Project’s API and deliberately enriched with properties fundamental to microelectronics design — like formation energy and bandgap — allowing MatterChat to learn the complex patterns connecting a material’s atomic blueprint to its functional performance. To validate their model, the researchers benchmarked MatterChat against a suite of other AI systems, from general-purpose LLMs to other specialized scientific AI methods. The results show that MatterChat consistently outperformed its competitors across a range of tasks. The model was more accurate in classifying material types and demonstrated superior precision in predicting numerical properties. For example, it excelled at predicting a material’s bandgap, a property critical for designing new electronics from high-capacity energy storage to next-generation computer chips. “Our design is significantly more efficient because we don’t have to build a massive AI model from the ground up,” said co-author Zhi (Jackie) Yao, a research scientist in Berkeley Lab’s AMCR. “Instead, we take two powerful, pre-trained models — a structural encoder for materials physics and an open-source LLM — and use them off-the-shelf. The only component we actually train is the lightweight ‘bridge model’ that translates between them. It’s the difference between building an entire car factory and simply designing a smart adapter that connects a world-class engine to a world-class navigation system. This approach is not only computationally efficient, but also makes the system modular, so we can easily upgrade components or adapt the bridge for other scientific domains in the future.” Crucially, this modular design highlights exactly how institutions like Berkeley Lab and the Department of Energy are carving out a highly valuable niche in the booming AI landscape. Rather than competing with Silicon Valley tech giants to build ever-larger language models from scratch, the lab is focusing on the specialized connective tissue that makes commercial AI useful for hardcore science. Because the bridge model approach underlying MatterChat is forward-compatible, it is perfectly positioned to leverage these parallel tracks of innovation. As Mahoney pointed out, “We expect that industry will continue to develop improved LLMs, and we expect domain scientists and facilities will continue to generate new data. An important part of scientific machine learning is not simply to solve problems on today’s data, but instead to develop general methods that will be forward-compatible with orders of magnitude more data, whether from scientific domains or from LLMs.” According to Yao, the MatterChat project, which was initially developed and enhanced with funding from a Berkeley Lab Laboratory Directed Research & Development (LDRD) Program, will now expand its capabilities. In a collaboration with Fermilab, MatterChat is already contributing to a U.S. Department of Energy Genesis Mission project — called Accelerating eXtreme Environment Specs-to-Silicon (AXESS) — that aims to speed up the development of next-generation, high-speed, radiation-hardened detectors for challenging particle physics experiments by using advanced 3D integrated circuits (chiplets) and AI-driven data analysis. In addition to the LDRD support, the team also credits supercomputing resources at the National Energy Research Scientific Computing Center (NERSC), located at Berkeley Lab, with MatterChat’s success. “We are incredibly grateful to NERSC; this research simply would not have happened without access to the Perlmutter supercomputer through their AI for Science program,” said Tang. Wenbin Xu, a NERSC postdoctoral fellow at the time, was also a major co-author of the work, as was Benjamin Erichson, a research scientist in Berkeley Lab’s SDD, highlighting the benefits of AMCR-SDD collaboration on AI for science. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.
Kyowa Hakko highlights Cognizin citicoline’s science-backed cognitive health benefits
Kyowa Hakko USA is spotlighting citicoline’s benefits for cognitive performance and long-term brain health through multiple complementary mechanisms. The supplier will exhibit its citicoline ingredient Cognizin at this week’s Complementary Medicines Australia (CMA) Innovation Day 2026 in Sydney, Australia (May 21). CMA Innovation Day is one of Australia’s annual industry gatherings for the nutraceuticals supply chain, showcasing the latest innovations shaping the market for vitamins, minerals, and supplements in Australia and the Asia-Pacific region.
Dates, times set for pair of Detroit Lions preseason games
No time or date has been set yet for the Lions' lone home exhibition game against the Washington Commanders
Rooted in San Francisco: 10 Years of the Legacy Business Program
Opening reception at the San Francisco Public Library for the exhibit celebrating a decade of San Francisco’s Legacy Business Program, June 4 from 6:00-7:45 p.m., SFPL Main Library, 4th Floor
Titanic: The Artifact Exhibition sails to Great Lakes Science Center
TITANIC: The Artifact Exhibition sails into Cleveland at the Great Lakes Science Center on May 21, and will stay through Jan. 18.
New Wings exhibit traces Paul McCartney’s reinvention as husband, father and bandleader
A new exhibit at the Rock & Roll Hall of Fame in Cleveland features the largest public display ever assembled of Paul McCartney’s personal artifacts | Talk 1370
Romelu Lukaku Included In Belgium's World Cup Squad For The Fourth Time
Romelu Lukaku was included in Belgium's World Cup squad despite an injury-hit season with Napoli, joining Kevin De Bruyne and Thibaut Courtois as Belgium prepares for Group G play.
Trump says sculpture garden honoring prominent Americans is planned for park along Potomac River
President Donald Trump plans to build an exhibit of statues featuring prominent Americans in a tightly regulated park along the Potomac River, potentially opening a new legal fight over whether his administration is ignoring the approvals process that typically governs Washington's monumental core.
Rocket Science Health validates targeted olfactory-cleft deposition in non-human primates ahead of the 4th Nasal Formulation & Delivery Summit
As the pace of modern drug discovery accelerates, the industry is increasingly recognizing that a breakthrough molecule is only as effective as its ability to reach the target site.
AMNH Presents For the Win: Objects of Sports Excellence
New York, N.Y. - On May 15, the American Museum of Natural History will open For the Win: Objects of Sports Excellence , a special exhibition that celebrates the artistry, history, and cultural impact of the world’s most coveted athletic prizes. The exhibition will open in the Melissa and Keith Meister Gallery, part of the Museum’s Allison and Roberto Mignone Halls of Gems and Minerals, and will showcase more than 70 championship rings, trophies, medals, and jewelry spanning nearly 150 years of sports history. For the Win opens in advance of FIFA World Cup 2026™ and kicks off World Cup, World Cultures: Celebrating the Community and Science of Sport, a series of programs and experiences at the Museum for New Yorkers and visiting fans from around the world.
Smithsonian reveals 'In Pursuit' exhibit in celebration of semiquincentennial
The exhibit consists of 250 objects throughout the museum's 250,000 square feet
New exhibit showcases the science of soccer in Vancouver ahead of FIFA World Cup
Things to do this weekend in Metro Detroit
Flower Day, Motor City Comic Con, art exhibits, concerts and more are on deck around town this weekend, May 15-17.
Oakland approves police contract with Israeli company that does business with ICE
Did city leaders ignore a law prohibiting contracts with vendors that work with federal immigration agencies?
Benefit for Lincoln Theater, LASM art exhibit and a garden tour: 3 things to do this weekend
Our top 3 picks
Greater Washington Hispanic Chamber of Commerce (GWHCC) Business Expo 2026
The Greater Washington Hispanic Chamber of Commerce (GWHCC) returns with their highly anticipated GWHCC Business Expo, taking place on Thursday, May 21, at the Walter E. Washington Convention Center. An event focused on connecting minority-owned businesses with corporate partners, business resources, and networking opportunities. Featuring more than 80 exhibitors, the event brings together entrepreneurs, industry professionals, and decision-makers from across the Washington, D.C. metropolitan area to support collaboration, visibility, and business growth.
Eye test: Science center hosts optical-illusions exhibit
“Phenomena” presents 20 mind-benders, scientific explanations.
THE WEEK OF MAY 11, 2026
- Agencies propose DEI prohibitions for contractors - Academies members call for NSB reinstatement - House to reveal DOE budget proposal
Science Museum Oklahoma to host ocean-themed adults night
Science Museum Oklahoma presents SMO21+: SEAS The Night, an ocean science event for adults featuring exhibits, live programming, and planetarium shows.
A live two-toed sloth is coming to Richmond's Science Museum
It's part of a touring exhibition running from May 23 to Sept. 7 called "Survival of the Slowest."
‘Wheeee!': A giant slide is now an exhibit at Chicago's Griffin Museum of Science and Industry
“It’s huge, huge, huge — what is there to say? I mean, it’s incredible,” said Patricia Ward, the museum’s head scientist.
Protecting the integrity of Colorado’s legal profession
By Jason Wesoky and Loren Furman Private-equity profits should not influence legal decisions between Coloradans and their attorneys. This principle is the driving force behind House Bill 1421, a piece of bipartisan legislation designed to protect Coloradans and maintain trust in our justice system. Colorado has long prohibited non-lawyer ownership of law firms and fee-sharing […]
Summer of STEM adventures awaits at the Saint Louis Science Center
Visit the Saint Louis Science Center this summer and never stop learning! From special exhibition experiences to major upgrades of the James S. McDonnell Planetarium, guests of all ages will have ample opportunities to engage in STEM and spark their curiosity. This season is jam-packed with events, OMNIMAX® Theater films, and much more. The Blue […]
Museum of Life and Science Unveils Shaping Our Future Exhibit
The Museum of Life and Science in Durham, N.C., has announced the opening of its newest exhibit, “From Here On: Shaping Our Future”, an immersive and interactive experience that invites visitors to explore the possibilities of a world we might build together. With both indoor and outdoor activations, this exhibit aims to encourage conversation and collaboration with guests of all ages.
Maha clears Rs 3 crore for NASA trip for 51 science expo winners
Nagpur: The Maharashtra govt has approved over Rs3crore to send 51 school science exhibition awardees on an eight-day educational trip to NASA in the .
Scientists uncover hidden parasite diversity in barb fish from the Sea of Galilee
When most people think about biodiversity in lakes and rivers, they imagine fish, plants, or perhaps birds and amphibians. But beneath the surface exists another world that often goes unnoticed: microscopic ...
Free science festival in Redding celebrates 101st anniversary of planetariums
Residents of Redding can explore space- and science-themed exhibits during a free festival at the Schreder Planetarium.
Great Lakes Science Center maritime events planned for May
The downtown Cleveland attraction celebrates the opening of the historic Steamship William G Mather and the debut of TITANIC: The Artifact Exhibition with family-friendly activities throughout the month.
Korean Air Gallery Preview | California Science Center to Host Media Viewing of Aviation Exhibits | The South Pasadenan
Discover the future of flight! California Science Center hosts a first viewing of the Korean Air Aviation Gallery artifacts in Los Angeles on May 12, 2026.
Giant slide at new Griffin Museum of Science and Industry exhibit set to be a scene stealer
The new permanent exhibit titled 'Powering the Future' features a 28-foot-high slide and opens May 8.
Anglonordic Life Science 2026: A focus on execution
The latest Anglonordic Life Science Conference on 23rd April exhibited a cautious optimism.
Hospitals sue Anthem over policy prohibiting use of out-of-network radiologists
Anthem defended the policy in response to the lawsuit, contending patients shouldn’t have to worry about surprise medical bills when visiting in-network hospitals.
How science is taking tripping mainstream
President Trump recently signed an order to speed up the evaluation of psychedelics to treat the brain. That’s coming after decades of strict prohibition on psychedelic drug use dating back to President Nixon. So how did we go from that to a psychedelic renaissance? A look into a key institution in the world of psychedelic research may give us some clues. This episode, NPR’s brain correspondent Jon Hamilton shares insight from a recent trip. (No pun intended.) Want more psychedelic content? Catch our episode on ketamine therapy here, or learn why some scientists want to take the trip out of psychedelics here. Have other questions about psychedelics and the brain? Let us know by emailing shortwave@npr.org!
240-million-year-old giant “sand creeper” found hidden in retaining wall
A forgotten fossil hidden inside a garden wall has turned out to be one of Australia’s most remarkable prehistoric discoveries. Scientists have now identified the 240-million-year-old amphibian, Arenaerpeton supinatus, revealing an almost perfectly preserved skeleton—complete with rare traces of skin. This ancient river predator, about 1.2 meters long, looked somewhat like a giant salamander but was bulkier and armed with fearsome fang-like teeth.
AMC Theatres Launches Live Concert Business
The exhibitor and a new live entertainment business called Arena One are planning to show live concerts at more accessible price points on the big screen.
AMC Theatres Launches Live Concert Business
The exhibitor and a new live entertainment business called Arena One are planning to show live concerts at more accessible price points on the big screen.
AMC Entertainment Launching New Live Concert Experience With Arena One
AMC, the world’s largest exhibitor, and new live entertainment company Arena One set a June launch for a new live concert programming venture.
AMC Entertainment Q1 Revenue Jumps 20% Amid Box Office Recovery
Giant exhibitor AMC Entertainment saw strong domestic performance and “vastly improved” international results boost first quarter revenue.
$1M volleyball event to be held at AT&T Stadium
Four women's college volleyball teams will play for a total of $1 million in a made-for-TV exhibition at AT&T Stadium in August, event organizers announced Tuesday.
Course on science museums travels to the United Kingdom
Every child can recall their first trip to a museum and the sense of wonder and excitement that comes from laying eyes on the real-life remnants of a dinosaur or the preserved artifacts of our ancestors. For a group of students taking a course on the impacts of colonization on science museums, that spark was ignited by all the work that went into the completion of those museum exhibits.
Met Gala guests arrive on carpet in dramatic works of art
On display this Spring, the “Costume Art” exhibit will “examine the centrality of the dressed body.”
Syracuse Common Council to discuss biometric identity technology restrictions
It comes days after Erie County passed a local law to prohibit biometric identification in commercial settings.
Artist Eric Mack mixes his loves of plants and paint in ‘Silent Melodies’ exhibit
Atlantan Eric Mack's love of artmaking is matched only by his love of growing plants. Twice a month, Mack stages plant sale pop ups at his historic East Lake home.
Global Health & WASH: May 2026 Funding Opportunities (14 new opportunities!)
The May update for Global Health & WASH brings new calls that cluster around three distinct shifts: LMIC research leadership moving from funder encouragement into a hard eligibility constraint, pharmaceutical and corporate-linked funders running structurally independent education and use-inspired research portfolios at substantial scale, and AI adoption shifting decisively from speculative tool to operational capability across health and WASH systems alike. In LMIC Research Leadership as Eligibility, Not Encouragement, Wellcome anchors the dominant signal of the month with three separate major calls that all require or strongly center LMIC leadership in their basic eligibility architecture. Wellcome’s ESIC Hubs (£1.5-£1.9M per hub over 3-5 years) explicitly requires an LMIC-based lead applicant, treating Global South leadership as a design constraint rather than a participation goal. Wellcome’s Infectious Disease Clinical Trial Development Award funds transdisciplinary teams whose lead must be a mid-career or established researcher based at an organization in Africa, South Asia, or Southeast Asia. Wellcome’s larger Infectious Disease Clinical Trial Award (£1M-£8M for optimizing licensed interventions) requires the administering organization to be in eligible LMIC regions and at least 50% of applicants based there. Around Wellcome, the same pattern shows up at smaller scale and across funders: CHINNOVA channels $1M into West and Central African research institutions for climate-health work; IBRO’s Neuroscience Training Grants explicitly tier ceilings by region of residence with Africa receiving the highest amount ($5,000); IHME’s GBD Emerging Researcher Award reserves at least one of its two annual awards for an LMIC researcher; Sidaction’s HIV Cure call funds research teams across France, the Netherlands, and eligible African countries with a minimum two-country collaboration requirement. Taken together, these calls signal a meaningful shift in how research equity is being operationalized — not as encouragement language at the bottom of a call, but as a structural feature of who can lead, where the work must be administered, and what proportion of the team must be regionally rooted. In Pharma-Funded Independent Medical Education and Use-Inspired Research, the lineup this month is unusually deep. Pfizer alone runs four parallel calls under independent education and quality improvement frameworks: a Migraine and Women’s Health RFP (200K x 2-year, $500K pool), Migraine IME ($200K, $1M pool), JAK Inhibitor evidence-based education ($100K), and Maternal Vaccination HCP Education in Saudi Arabia ($75K), plus a separate Pediatric Pneumococcal Surveillance research call in Saudi Arabia ($400K per project). Novo Nordisk Foundation runs four parallel calls of its own at substantial scale: Infectious Diseases Catalyst Grants (DKK 60M pool, up to DKK 7M collaborative), Non-Diabetic Endocrinology Collaborative Grants (DKK 53M pool, DKK 5-10M per project), Pioneer Innovator Grant Health (DKK 1.1M), and Distinguished Innovator Grant Health (DKK 6.8M). LEO Foundation deploys DKK 2-4M per project for dermatology research excellence. Pfizer’s framing across calls deliberately separates the funding from product promotion, emphasizing measurable practice-relevant change and structural distance between scientific outputs and commercial activity. Novo Nordisk’s “use-inspired” hard filter pushes researchers toward a credible translation pathway from mechanism to deployable tool. The pattern: industry-aligned funders are running structurally independent portfolios at meaningful $ that fund implementation evidence, not promotion. In AI as Operational Capability, Not Speculation, several calls this month explicitly treat AI adoption as a near-term operational question with real evidence and governance requirements, rather than a speculative trend to be watched. Wellcome’s ESIC Hubs frames AI as “the accelerator” for evidence synthesis, asking hubs to translate technical innovation into adoption-ready workflows that can match real-world policy timelines. UNICEF Venture Fund’s new Climate Tech for Children’s Health call funds for-profit startups deploying AI, machine learning, and blockchain in low-resource environments, with a strict requirement that solutions must already have a working prototype with promising pilot results. The Water Research Foundation has launched two simultaneous AI calls treating reproducibility, cybersecurity guardrails, and human-in-the-loop deployments as core design constraints rather than nice-to-haves: one on GenAI and Agentic AI in water utilities ($200K), one on alternatives to water shutoffs that explicitly screens for implementation economics evidence. Nordic Innovation’s quantum technology call (NOK 4.5M) extends the same logic into life science and healthcare, demanding consortium-stage projects mature enough to test with real users. TEF-Health offers €300K in subsidized testing infrastructure for European healthcare AI and robotics SMEs. The pattern: funders are converting AI pilots into playbooks, requiring transfer evidence and risk controls before AI can move from experimentation to sector-wide operational practice. For LMIC-based researchers in infectious disease or evidence synthesis, the three Wellcome calls together represent the deepest concentration of LMIC-led research capital in recent memory — pair the Infectious Disease Clinical Trial Development Award (£200K, deadline May 19) as a strategic pipeline feeder into the larger Infectious Disease Clinical Trial Award (£1-£8M, deadline June 2), since the development award functions explicitly as a track into the larger trial scheme. For Nordic researchers, the four Novo Nordisk Foundation calls plus LEO Foundation and Nordic Innovation Quantum represent ~$30M in regional research capital this cycle, all with deadlines clustered in May-August. For WASH practitioners, the three Water Research Foundation calls together (each up to $200K) are a cluster worth reading across — one on AI deployment, one on shutoff alternatives, one rewarding applied innovation — and the strongest applicants will articulate how their work bridges utility operations to policy-relevant evidence. For US-based clinical researchers and educators, the four Pfizer calls plus the APF Portfolio’s 80+ programs form an unusually accessible recurring pipeline; APF’s prohibition on indirect costs is a meaningful structural feature for early-career applicants whose institutions might otherwise absorb significant overhead. Snapshot of New Opportunities Total Estimated Funding Pool: $100 Million+ USD The grants are organized into three categories: Open Calls: Current grant and opportunities with a deadline. Grants are listed by closing date. 39 open opportunities- 14 new! Rolling Applications: current grant and opportunities with rolling applications (but it’s still best to submit as early as possible). 14 rolling opportunities- 1 new opportunity! Long term planning: Grants that have closed their current rounds, but are expected to open new windows. 4 long term opportunities! A quick tip for returning readers: if you want to jump straight to the newest additions, use CTRL F to search for “New!” and navigate quickly to the latest funding opportunities This post is for paid subscribers. This helps support the time and effort it takes to curate and organize these opportunities. Subscribe To keep this accessible to everyone who needs it, we’re happy to offer pay what you can rates. You can find more details here. Open Calls: Migraine Competitive Grant Program: Migraine and Women’s Health (Quality Improvement and/or Research RFP), Pfizer.*Closing soon!* Pfizer, in collaboration with the American Headache Society, is seeking independent quality improvement and research projects that close persistent gaps in migraine care for women across the United States. The funding logic centers on measurable, practice-relevant change: proposals should generate actionable evidence, tools, or system improvements that can be shared and used widely, not just within a single site. Priority areas span menstrual migraine and screening in women’s health settings, the role of hormonal fluctuations across the lifespan, sex-specific risk factors, comorbidities and quality-of-life burden, and disparities in outcomes by race, ethnicity, and socioeconomic status. The call is structured as a two-step competitive process with an initial Letter of Intent, with the strongest concepts expected to translate scientific insight into implementable improvements in diagnosis, management, and equity. Geographies: United States. Who can apply: U.S.-based organizations (not individuals), including professional schools, healthcare institutions, professional organizations, and other entities focused on healthcare improvement. Funding amount: Up to USD $200,000 total over 2 years; total pool USD $500,000. Targeted Sectors / SDGs: Health; Focus areas: migraine, women’s health, quality improvement, clinical research, menstrual migraine, health disparities. Deadline: LOI: May 5, 2026; Full proposal (by invitation): August 28, 2026. Learn more and apply here. This RFP rewards “shareable impact”: the most competitive submissions will pair rigorous methods with a clear plan for system uptake and dissemination beyond the originating institution. ReSSARC: Strengthening the Health Sector and Food Security in the Central African Republic (AID 013381/01/0) Call for Proposals, Italian Agency for Development Cooperation (AICS). *Closing soon!* AICS is seeking a limited set of high-capacity humanitarian partners to deliver an integrated package that stabilizes essential health services while reducing acute malnutrition and strengthening food security resilience in priority areas of the Central African Republic. The funder’s logic is explicitly nexus-based: proposals should meet urgent, life-saving needs while reinforcing local systems, coordination mechanisms, and community-level capacity so results persist beyond the emergency window. AICS emphasizes inclusion and protection outcomes, expecting gender-sensitive design and explicit measures for groups facing compounded vulnerability, including women, children under five, internally displaced people, and people with disabilities. The call also signals a localization pathway, encouraging stronger collaboration with national NGOs and balanced partnerships, alongside clear coordination with existing cluster and humanitarian actors to minimize duplication and improve coverage. Geographies: Central African Republic (Bangui, Ombella-Mpoko, Ouham, Ouham-Pende, Lim-Pende, Lobaye). Who can apply: Non-profit organizations registered with AICS, plus eligible non-profits without an office in Italy that have a pre-existing collaboration agreement with an AICS-listed organization. Funding amount: Total pool EUR €1,800,000; max EUR €800,000 (single applicant) or EUR €1,000,000 (ATS). Targeted Sectors / SDGs: Health; Focus areas: malnutrition prevention and treatment, maternal and child health, community health services, food security and resilience, localization partnerships Deadline: May 5, 2026. Learn more and apply here. This call is structured to reward partners who can link frontline service delivery to system durability and localization, not just short-term coverage gains. Contracts for Innovation in drug and alcohol addiction healthcare, Innovate UK. *Closing soon!* Innovate UK, on behalf of the Office for Life Sciences Addiction Healthcare Goals program, is procuring R&D to accelerate innovations that can improve treatment outcomes, strengthen recovery, and reduce harm and deaths linked to drug and alcohol addiction. The competition is positioned as a market-facing readiness push: selected projects are expected to advance solutions toward later-stage validation, generate evidence of user acceptability and UK market fit, and map credible routes through regulatory and certification requirements. Innovate UK signals a preference for innovations that can be field-tested in relevant UK settings and progressed to TRL 6 or 7, with practical plans for commercialization after contract completion. This structure favors applicants that can execute most work in-house, co-develop with service providers and people with lived experience, and translate technical progress into deployable tools for addiction healthcare delivery. Geographies: United Kingdom. Who can apply: Single organizations of any size (including EU, EEA, or international) leading delivery, with most work and key deliverables carried out in the UK; subcontractors for specialist skills only. Funding amount: GBP £200,000–1.5 million per project (inclusive of VAT); Total pool: GBP £20 million (across two strands). Targeted Sectors / SDGs: Health; Focus areas: Mental Health, Health Systems Strengthening, Research & Development, Technology Access. Deadline: May 6, 2026 (11:00am). Learn more and apply here. This call uses procurement to pull near-market addiction innovations toward operational proof and adoption pathways in UK services.
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field
‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field ‘The reality, for better or worse’: Columbia comp sci students and faculty grapple with AI’s disruption of the field A field that once seemed like a direct path to stable, lucrative work is becoming less certain under AI, students and faculty told Spectator. By Ria Vasishtha and Arjun Menon May 3, 2026 Shanying Liu / Deputy Illustrations Editor Asia Genawi, SEAS ’29, first encountered artificial intelligence during her sophomore year at her high school in Indiana. Back in 2023, policies on AI varied widely—even within the same district—and some schools had no guidance at all. As Genawi began to see the effects of AI trickle into her classroom, she turned to guidance from her home state’s Department of Education, which she said she found “outdated and inaccessible.” Genawi spent the rest of her high school career dedicated to the issue, including writing a 15-page memo exploring varying AI policies across Indiana schools, which she sent to every Indiana state senator and representative whose contact information she was able to find. She later helped draft a bill that would have required public high schools to establish and share their own AI policies with students in an accessible format. But with so many other bills already awaiting referral, hers never made it to committee. When Genawi arrived at Columbia to study computer science, she found that the gaps she had spent years trying to address in Indiana had followed her there. Many students and professors were also grappling with what AI meant for the field. Across Columbia’s undergraduate schools, computer science has become the most popular major—accounting for around 11 percent of degrees awarded in Columbia College, 32 percent in the School of Engineering and Applied Science, and 12 percent in the School of General Studies in 2024. While the number of computer science majors in SEAS grew from 166 to 173 during the 2024-25 academic year, the total number across the three schools fell around 4.5 percent from 393 to 375, driven by declines at Columbia College and General Studies. At Barnard, it has grown to become the second most popular major as of 2025, up from third the year prior. The number of degrees awarded have grown fivefold since 2016. Faculty members and students in the department told Spectator that the surge in the major’s popularity has been driven in large part by its apparent promise of a secure, well-paid career path. However, they noted that the recent rise of generative AI has compromised the sense of stability that once defined the field, even as interest in technical skills among students persists. According to data from the Federal Reserve Bank of New York in 2024, out of 74 majors tracked, computer science had the fifth highest unemployment rate among majors at 7 percent, while computer engineering had the second highest at 7.8 percent. “Anecdotally, people are moving away from CS as a major,” Daniel Bauer, a senior lecturer in the computer science department, said. “They’re still taking some of our classes, right, because they think they need that, but they’re instead majoring in other things.” Bauer described a field that had shifted from what he called a “nerdy outlier discipline” to one that “everyone needs,” a sign that technical skills have become a baseline expectation across industries with the emergence of AI. “A lot of people thought, ‘Oh, it’s a guaranteed path to a stable income. You get a six-figure job right out of your undergrad,’” Bauer said. Now, companies may see AI as a way to reduce demand for entry-level programmers, especially in what he calls “code monkey jobs,” roles where a large number of employees are “just writing out code nine-to-five.” Chris Murphy, a senior lecturer in the computer science department, described the current moment as the convergence of two forces: the downturn of the job market and generative AI coming onto the scene. “Things kind of started to really pick up in 2014, 16,” he said, recalling the years after the weaker 2010 market. Murphy added that this was also a period where “students were getting more experience outside of class than they were inside of class” through internships, jobs, and side projects. Murphy suggested that the earlier momentum helped make computer science feel like both an academic program and a reliable pathway into work. That feeling is harder to sustain now as the industry reconfigures, which is a shift that students are seeing firsthand. Rebecca Yu, SEAS ’27, said that during a recent internship in Big Tech, she saw that “every single tech company was racing to integrate” large language models. She added that her manager said her intern class was the first to complete their assigned projects, which she attributed to the increased efficiency that comes with AI. Frank Liu, SEAS ’29, said that with AI lowering the barrier to coding, companies now expect everyone to write code. “A lot of companies outright say if you’re not using coding in your job, you might get fired for not being productive enough,” Liu said. Yu similarly expressed that students increasingly have to accept AI being a part of industry workflow, adding that many also “make use of it to maximize their productivity.” Richard Li, CC ’28, described a “franticness” among his peers as the pace of change accelerates. He explained how “some new tool” is released regularly, noting that tools rise and fall in prominence within weeks. He has come to believe that he doesn’t need to “match that speed all the time” and keep up with every development. Li has learned that AI tools allow him to “take a breath” and “get back into the loop much easier than before” when he needs to. While some companies specifically target Columbia when hiring, sending representatives to campus career fairs and recruiting large numbers from Columbia, a computer science degree cannot be treated as a static credential, Yu described. “You can’t just get your degree and stop learning after that. You have to always be learning,” Yu said. “That is something you basically have to expect for your job.” AI has not only affected students’ decisions to major in computer science, but also reshaped how the subject is taught. Across departments, faculty members no longer treat work done outside the classroom as a reliable measure of understanding, shifting instead toward in-person exams, quizzes, and attendance checks. While homework once made up as much as 60 to 70 percent of a student’s grade in computer science classes, Murphy said that breakdown has since flipped, with exams and quizzes now accounting for the majority. “The assumption—especially among pessimists—is that they’re using it to do their homework,” Murphy said. “They take the homework assignment. They put it into generative AI. Out comes the solution. Submit solution. The end.” Murphy said that faculty members ranged in their responses from fully prohibiting AI use to actively teaching students how to effectively work with AI. He said he shifted his approach this year after his teaching assistants called his belief that students weren’t using the technology “naïve,” and now permits students to use AI on assignments. His surveys of students in his introductory classes have told a more complicated story than the one so-called pessimists offer: Around 60 to 70 percent of students who reported using AI said they used it to have concepts explained to them, to clarify assignment instructions, to generate test cases, or to create practice questions. “Those are all ways that you might have had a tutor in the past to do that, and now you have this AI essentially as your tutor,” he said. Bauer has taken a different approach, teaching students how to use AI productively without sacrificing the core principles of the discipline. “People who are trained to actually use AI tools productively, while being in charge of designing the overall project, will be very much in demand in the next couple of years,” he said. Over the past year, a working group of computer science faculty has been redesigning the introductory and intermediate programming sequence to integrate generative AI as both a subject and a tool, representatives from SEAS wrote in a statement to Spectator. The effort is “coordinated” across the department, “not course-by-course,” with a systematic assessment of how AI integration is affecting student outcomes underway to shape the next round of changes. The goal, the department explained, is for students to be able to “read, verify, and reason about code, whether they or a model wrote it.” Tony Dear, senior lecturer in the computer science department, is piloting individualized AI feedback in a discrete mathematics course, while a machine learning course is also testing a Socratic AI dialogue system designed to “guide inquiry rather than supply answers,” the statement reads. Beyond individual courses, SEAS funded seven cross-departmental faculty projects in generative AI this past academic year, spanning biomedical engineering, chemical engineering, industrial engineering, and computer science, according to the statement. This phenomenon extends beyond the computer science department. SEAS’ new AI minor, which it announced in November 2025, reflects the University’s attempt to adapt. The minor is specifically designed for noncomputer science majors and aims to provide “essential AI knowledge” while emphasizing practical and responsible use across disciplines, according to the SEAS website. At the center of the minor is AI in Context, a course taught by a team of faculty from the departments of computer science, applied mathematics, philosophy, music, literature, and the Writing Center, the representatives told Spectator. Bauer described it as targeted at students who want to bring AI into fields like economics or biology, rather than as a path into software engineering itself. At the graduate level, SEAS announced a new Master of Science in artificial intelligence in February, with the inaugural cohort starting in the fall. While recognizing how AI has helped them navigate coursework, students also described its rise as isolating, even among members of the Application Development Initiative, one of Columbia’s largest computer science clubs. “As people start to ask AI for questions that they would normally ask students and members, it starts to isolate people” Li said. Alexa Kafka, BC ’27, echoed Li’s sentiment, pointing out that computer science has always been a collaborative discipline with code reviews and pull requests, even as AI makes independent work easier. Despite this, Kafka noted that she hasn’t been to office hours “in at least a year.” Bauer added that faculty are exploring long-term solutions to the assessment problem. “One of the things that we’re trying to do at the department or school level is to maybe move towards computerized testing facilities,” Bauer said, referring to ideas in the department to revitalize computer labs as an alternative to pen-and-paper exams. “We have to accept that this is the reality, for better or worse.” But more exams, students say, does not mean better learning, nor does it reflect how computer science is actually done. “Code is so variable and can be approached in so many directions, there’s never just going to be one correct answer. There can be multiple optimal solutions,” Kafka said. Students also expressed concern that the shift toward exam-heavy grading pulls focus away from the applied, project-based work that better reflects both discipline and industry expectations. ADI has tried to respond more quickly than the curriculum can. Through a vibe coding workshop this past semester, club members said they wanted to help students understand not just that AI exists, but how to use it deliberately. “Vibe coding” refers to the practice of prompting AI to write code for a task or project, and has become widespread enough that ADI felt the gap in formal instruction was worth addressing, according to Sophia Huang, BC ’29. The workshop introduced students to the concept of context engineering, which Shaina Sahu, SEAS ’27, described as not just writing a prompt, but optimizing “the rest of the relevant information that you would feed into the model.” Without that, students said that AI-generated code can fail at scale or introduce difficult-to-detect bugs. Genawi said the shift toward AI has changed what it means to be good at computer science. “I think the shift has kind of gone towards what can you create and what can you do, instead of, what do you know,” she said. Indeed, during ADI DevFest, its annual hackathon, Li said more teams are trying to complete their projects than in years past. While sign-ups have historically outpaced submissions, Li said this is beginning to change because teams “have a tool that completes the vision for them.” While many students see AI as an equalizer that lowers the barrier to entry for coding and technical work, Murphy said it also creates new equity concerns inside the classroom around who can afford stronger tools and who already knows how to use them. “The equity issues I worry about are students who have access to paid versions of things versus free versions of things,” he said. Although popular AI models like ChatGPT and Claude have free versions available, both have paid models that can reach over $100 per month, which output different qualities of code. Murphy also pointed to differences in prior exposure to AI literacy itself. “Students who go to high schools or K-12 education, where they’re taught AI literacy, prompt engineering, context engineering, they understand how to do this, as opposed to students who go to schools who don’t teach that,” he said. “Then they come in, and then they’re somehow expected to know how to use these tools.” For Genawi, those disparities begin long before students arrive on campus. “It’s very interesting to consider how lucky you were geographically,” she said. “To be born where you were is influencing your ability to get access to these spaces.” Students like Yu, though broadly apprehensive about the future of computer science, are not without hope. “I’m optimistic, because I think if you’re truly passionate about CS, there will definitely be a place in the field to do something you want to do,” she said. Senior Staff Writer Ria Vasishtha can be contacted at ria.vasishtha@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Staff Writer Arjun Menon can be contacted at arjun.menon@columbiaspectator.com. Follow Spectator on X @ColumbiaSpec. Want to keep up with breaking news? Subscribe to our email newsletter and like Spectator on Facebook. Produced with Spectate by Emily Ta