Streaming Graphs, Summarized: Crane Captures the Signal
![Crane’s architecture establishes a unified framework for large language model (LLM) serving, integrating components for request handling, model management, and efficient resource allocation to optimize throughput and minimize latency, as formalized in [latex] T = \frac{1}{N} \sum_{i=1}^{N} t_i [/latex], where <i>T</i> represents average latency and <i>t<sub>i</sub></i> denotes the processing time for each request.](https://arxiv.org/html/2602.15360v1/x1.png)
A new neural sketch, Crane, efficiently distills the essential information from continuously evolving graph data, offering a significant leap forward in stream summarization.
![Crane’s architecture establishes a unified framework for large language model (LLM) serving, integrating components for request handling, model management, and efficient resource allocation to optimize throughput and minimize latency, as formalized in [latex] T = \frac{1}{N} \sum_{i=1}^{N} t_i [/latex], where <i>T</i> represents average latency and <i>t<sub>i</sub></i> denotes the processing time for each request.](https://arxiv.org/html/2602.15360v1/x1.png)
A new neural sketch, Crane, efficiently distills the essential information from continuously evolving graph data, offering a significant leap forward in stream summarization.

I’ve been trying to figure out how to make Carbon Line, and it’s been driving me crazy! If you’re like me and working on Zephyria’s explorer questline, you quickly find out you need this stuff to move forward.

We might finally start hearing more about the next Elder Scrolls game soon, or maybe not. But at least Todd Howard is now openly talking about it without avoiding the question of how long it’s been in development. His recent comments offer a small glimpse into the game’s design, and while it’s not much, it’s good to get any update at all.

Speaking as a producer, Norton explained that the film aims to capture the spirit of classic dramas like The Godfather and Gangs of New York – movies that are both exciting and thought-provoking, while also exploring the darker side of American history. While the plot hasn’t been officially revealed, the film’s title suggests it’s set in Puerto Rico between 1898 and 1932. This period is significant because the island’s name was changed from Porto Rico to Puerto Rico in 1932, originally altered to the English spelling in 1898 due to concerns that American audiences couldn’t pronounce the Spanish diphthong. According to Variety, the film is based on real events, meaning fans could potentially piece together the entire story simply by researching Puerto Rican history during those years.

The new season promises plenty of drama! Brittany is moving on from Jax completely, even reversing the cosmetic surgeries he pressured her into getting. We’ll also see Jasmine and Melissa’s wedding, and the challenges Nia Sanchez and Kristen Doute are facing as new parents – apparently, both couples are struggling with intimacy, with the husbands openly complaining about a lack of sex. Oh, and Zack Wickham somehow manages to hit his head on a streetlight while riding a party bus! As Scheana Marie famously said, “It’s all happening,” and it all kicks off April 1st – which feels fitting, considering this cast is known for its antics.

Shawn Ryan’s The Night Agent is known for constantly adding new twists, villains, helpers, and secrets with each season, which means a lot of new characters. Season 3 will feature returning favorites like Peter Basso, Chelsea Arrington played by Fola Evans-Akingbola, Catherine Weaver with Amanda Warren, and the newly elected president Richard Hagan (Ward Horton). The new season also introduces several fresh faces, including the president’s wife, a helpful new friend for Peter, a brilliant but troubled individual, and a dangerous assassin, among others.
On February 18, during a panel at the World Liberty Forum in sunny Florida, Solomon told the crowd that he owns a “little” bitcoin. He added, “I own a little bitcoin, very little,” and muttered that he “is not a great bitcoin prognosticator.” He painted himself as an observer, still learning how the asset behaves.

Steven Soderbergh and Adam Driver had developed a sequel idea, written by Scott Z. Burns, that would have focused on Ben Solo, Driver’s character Kylo Ren, and explored what happened after his redemption in The Rise of Skywalker. Driver described the script as incredibly impressive. Soderbergh explained the project involved about two and a half years of unpaid work from his team, including Driver and Burns, along with co-writer Rebecca Blunt. Kathleen Kennedy, former president of Lucasfilm, acknowledged the script was excellent and left the door open to future possibilities. However, Soderbergh revealed the project ultimately stalled because Disney executives didn’t believe Ben Solo could have survived.

This gripping new series launched on February 18th and has quickly become a hit! It’s a thrilling blend of crime, suspense, mystery, and romance, making it impossible to look away. With only 8 episodes, it’s the perfect show to binge-watch on Prime Video this weekend.

A new framework combines predictive modeling and reasoning to create web agents capable of anticipating errors and improving task completion in complex online environments.