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- 1NetworkX with pyarrow cuts graph memory use 6-7x▼Show HN: NetworkX and pyarrow = 6-7x memory savings
A developer has shown that combining NetworkX, the popular Python graph library, with Apache Arrow's pyarrow can cut memory consumption by 6-7 times. The discussion, shared via GitHub, suggests storing graph data in Arrow-backed structures instead of standard Python objects. Readers are weighing how the approach could make large-scale graph analysis feasible on ordinary hardware without changing libraries.
- 2Muscle and liver cells also hold memories, scientists say●Neurons and immune cells are not the only types of cells that have a form of memory. Muscle and liver cells also store i
Scientists report that memory is not limited to neurons and immune cells: muscle and liver cells also store information about previous conditions. Writing in The Conversation, researchers describe how these tissues retain a form of cellular memory, which could reshape how we think about training, metabolism and disease. The finding highlights a growing body of work showing many cell types can record past experiences.
- 3Minigraf: A Bi-Temporal Graph Database in Rust●Show HN: Minigraf – An embedded, bi-temporal graph database in Rust
A developer has released Minigraf, an embedded, bi-temporal graph database written in Rust, as open source on GitHub. The database lets applications store graph data with full knowledge of when facts became true and when they stopped being true, running embedded rather than as a separate server. Discussion is centred on the technical trade-offs of the bi-temporal approach and on Rust as a choice for systems software.
- 4Rgpu lets PyTorch tensors run on a remote GPU▼Show HN: Rgpu – a PyTorch device whose tensors live on a remote GPU
A developer has released Rgpu, an open-source tool that adds a PyTorch device type storing and processing tensors on a remote GPU over the network. It is being discussed on Hacker News, where users are weighing its practicality for machine learning workloads, latency costs, and whether remote GPU access could replace renting full cloud instances.
- 5
Retail Dive has published a roundup of the leading retail trade shows expected in 2027, highlighting the key industry events where retailers, brands and technology vendors will gather. The list serves as an early planning guide for retail professionals deciding which conferences and expos to attend, as the sector continues to focus on in-store technology, e-commerce and supply chain innovation.
- 6Banned Books Week Prompts Calls to Support Libraries●It is banned books week. A good time to visit a library or a book store which need all the support they can get these da
Banned Books Week is being marked with calls to visit libraries and bookstores to show support. Advocates say even casual visits help keep these spaces busy and encourage others to come in. The annual event highlights attempts to remove books from shelves and has renewed attention on pressures facing libraries and booksellers.
- 7Samsung Art Store Showcases Art TVs at High Point Market▼Samsung Art Store Heads to High Point Market with The Metropolitan Museum of Art and Eichholtz to Show How Art TVs Are Reshaping Home Decor
Samsung is bringing its Art Store to High Point Market, partnering with The Metropolitan Museum of Art and furniture brand Eichholtz to demonstrate how television displays featuring curated artwork are being integrated into interior design. The company is positioning its art TVs as decor pieces rather than just screens, reflecting a broader trend of technology blending into home aesthetics.
- 8Apple to require foldable iPhone screenshots for new apps from 2027●Apple готує застосунки до iPhone Duo: з квітня 2027 року нові програми вимагатимуть скриншот складаного iPhone # # AppSt
Apple is preparing the App Store for its upcoming foldable iPhone, reportedly called iPhone Duo. From April 2027, developers submitting new apps via Xcode 27.1 will need to provide screenshots showing how their software runs on the foldable device. The move signals Apple is finalising plans for its first foldable iPhone, with support built into iOS 27 and iPadOS tooling.
- 9Virtual Fitting Kiosks Are Changing How Shoppers Try On Clothes▼Virtual Fitting Kiosks Are Reshaping How Shoppers Try on Clothes Before They Buy
Virtual fitting kiosks are increasingly appearing in retail spaces, letting shoppers try on clothes digitally before buying. The technology uses scanning and augmented reality to show how garments might fit, aiming to reduce returns and improve the in-store experience. Retail commentators are highlighting the trend as part of a broader shift toward tech-driven shopping, though questions remain about accuracy and consumer adoption.
- 10Parent Accused of Ignoring Sons' Store Misbehavior After Child Hurt▼A Parent Let Her Boys Run Wild In The Store — Then Ignored It When One Hurt Another Kid
A story circulating online describes a mother whose two boys ran unsupervised through a store, injuring another child, while she reportedly took no action or showed no concern. The incident has become a talking point about parents who refuse to supervise or take responsibility for their children's behavior in public spaces.
- 11TGC launches original bromide project with AND2BLE▼TGCだからこそ実現できる、出演者とのコラボレーションによる新たなファン体験を創出「TGCコラボ オリジナルブロマイド企画」を開始!第1弾は「AND2BLE」とコラボレーション! | 株式会社W TOKYOのプレスリリース 株式会社W TO
W TOKYO, operator of Tokyo Girls Collection, has launched the 'TGC Collab Original Bromide Project', producing limited-edition photo merchandise featuring the fashion show's performers for fans nationwide. The first collaboration is with the group AND2BLE, with bromides to be distributed through convenience store machines across Japan, aiming to create new fan experiences.
- 12Pharmacist Salaries Shift as Retail Jobs Fall, Hospital Jobs Rise▼Pharmacist Salaries and Employment in 2025: Retail Declines, Hospital Gains (rerun)
New 2025 employment data show pharmacist salaries and job numbers declining in retail pharmacy while hospital pharmacy positions and pay are gaining. The analysis suggests chain store closures and reduced retail demand are pushing pharmacists toward clinical settings, reshaping where pharmacy jobs are concentrated in the United States.
- 13Florida and Rhode Island Reject Apple Wallet Driver's Licenses●Florida and Rhode Island Reject Apple Wallet Driver’s Licenses
Florida and Rhode Island have declined to accept driver's licenses stored in Apple Wallet as valid identification, meaning residents cannot use the digital ID feature for official purposes in those states. The decision highlights the uneven rollout of mobile driver's licenses across the US, with state governments moving at different paces on adopting the technology despite Apple's support in multiple states.
- 14Nike, On, Gap, adidas and Burberry Lead This Week's Retail Moves▼This Week in Retail: Nike Refreshes Melbourne Central, On Takes Zendaya into Stores, GapStudio Dresses Miami City Ballet, adidas Marks Messi’s Argentina Farewell, Burberry Opens Hong Kong Flagship
Retail headlines this week centre on a round of brand announcements: Nike has refreshed its store at Melbourne Central in Australia, On Running is bringing Zendaya into its retail push, GapStudio has created costumes for Miami City Ballet, adidas is marking Lionel Messi's farewell with the Argentina national team, and Burberry has opened a new flagship store in Hong Kong. Together they show major brands leaning on celebrity tie-ups, store redesigns and milestone moments to drive attention.
- 15
A tour of Apple's floating retail store, located on the water in Singapore at Marina Bay Sands, has drawn large online attention. The walkthrough shows the store's glass dome structure rising from the bay and its interior design, highlighting what Apple calls the world's first store that sits entirely over water.
- 16Cat illustration offered as postcard in artist's online shop●Cette illustration est à retrouver au format carte postale sur la boutique en ligne ! Pour les fans des chats c’est par
An artist is promoting a cat illustration now available as a postcard in her online store. Aimed at cat fans, the announcement invites followers to purchase the printed artwork directly from the shop, showing how independent illustrators use social platforms to sell their work to niche audiences.
- 17
Attention is on Apple's distinctive floating store at Marina Bay Sands in Singapore, a spherical glass structure that sits over the water. A popular walkthrough tour showing the store's interior design and layout has drawn large audiences, renewing interest in what is widely considered one of Apple's most unusual retail locations.
- 18
Retail trade press has rounded up six highlights from the opening day of the 2026 NACS Show, the convenience store industry's annual gathering. The recap pulls together the product launches, store-level innovations and supplier announcements that stood out to attendees on day one, giving retailers who are not at the event a snapshot of the trends shaping the convenience and fuel retailing sector this year.
- 19
Utz Brands is bringing its complete snack portfolio to the NACS Show, the convenience industry's largest trade event. The move signals the snack maker's push to deepen its presence in convenience stores, where single-serve and on-the-go formats are key sales drivers. Trade press flagged the announcement for retailers looking at new product options.
- 20Uz Brands to Showcase Full Snacking Lineup at 2026 NACS Show▼Utz Brands Brings Its Full Snacking Powerhouse to the 2026 NACS Show
Utz Brands has announced it will bring its full snack portfolio to the 2026 NACS Show, the major US convenience retail trade show. The company says it will present its range of salty snacks and branded products to convenience store retailers. Details beyond the announcement are limited so far.
- 21
A look inside an Amish bulk food store is drawing wide attention, showing what these shops actually look like: shelves of goods sold by weight, simple décor, and staple foods stocked in large quantities. Viewers are sharing curiosity about Amish retail traditions and how the stores operate without many modern conveniences.
- 22The Magicians Complete Series Drops to $20 on Apple●PSA: The Magicians complete series is $20 on Apple # television
The complete series of the fantasy drama The Magicians is currently priced at just $20 on Apple's digital store, a steep discount for all seasons. Viewers are flagging the deal as a heads-up for fans of the show, which ended its run in 2020 and remains a cult favorite.
- 23How Elephant Green Chili Chutney Went From Home Recipe to National Brand▼How Elephant Green Chili Chutney Turned a Home Recipe into a Nationwide Condiment Brand
Elephant Green Chili Chutney has grown from a small home recipe into a nationwide condiment brand, a story highlighted by the US Chamber of Commerce. The company's journey shows how a family-style green chili chutney found mass-market appeal and scaled into a recognized product on store shelves across the country.
Repos
- BlueHeisenberg/SCSKiller Kill shader compilation stutter before you play. Compiles your games' shaders into the GPU driver's cache ahea
- zerobrewhq/zerobrew An up to 6.6x faster Homebrew alternative
- project-minigraf/minigraf Embedded graph memory for AI agents, mobile apps, and the browser.
- volotat/mini-AGI Continual learning model trained from scratch on 8GB VRAM laptop with batch-1 stream of data.
- getgat-dev/gat Simple, fast, versioned large-file storage for git 🚀 https://getgat.dev