Simulating Disaster on Social Media: An Agentic Approach
![A system of interacting agents iteratively refines synthetic crisis-related tweets: a generator creates content, a compliance evaluator assesses its suitability, and a feedback augmenter relays evaluations back to the generator, with each accepted tweet accumulating over [latex]n[/latex] rounds to form a dataset [latex]\mathcal{D}\_{syn}[/latex], demonstrating a cyclical process of refinement inherent in complex systems.](https://arxiv.org/html/2603.13625v1/x1.png)
Researchers are using AI-powered workflows to generate realistic synthetic tweet datasets, overcoming the challenges of accessing real-time social media data during crises.
![A system of interacting agents iteratively refines synthetic crisis-related tweets: a generator creates content, a compliance evaluator assesses its suitability, and a feedback augmenter relays evaluations back to the generator, with each accepted tweet accumulating over [latex]n[/latex] rounds to form a dataset [latex]\mathcal{D}\_{syn}[/latex], demonstrating a cyclical process of refinement inherent in complex systems.](https://arxiv.org/html/2603.13625v1/x1.png)
Researchers are using AI-powered workflows to generate realistic synthetic tweet datasets, overcoming the challenges of accessing real-time social media data during crises.

Jonathan Frakes, famous for his role as William Riker on Star Trek: The Next Generation, directed an episode of Starfleet Academy titled “300th Night.” That episode featured the character Darem vomiting glitter – a running gag, as Darem had previously vomited glitter in the episode “Series Acclimation Mil.” Frakes recently discussed the glitter joke in an interview, explaining that he also added extra glitter to the episode’s party scenes.

The trading card game market is very competitive. Popular games like Magic: The Gathering, Pokémon, Disney Lorcana, One Piece, and Riftbound are already well-established, making it difficult for a new game to succeed. Launching a new card game requires either a lot of bravery or a hugely popular brand that will attract players immediately.

Kelly Marie Tran gained recognition for her role as Rose Tico in The Last Jedi, where she played a brave and dedicated member of the Resistance who teams up with Finn to help the rebels evade the First Order. She reprised this role in The Rise of Skywalker, continuing to fight alongside the Resistance. While The Last Jedi received mixed reactions from fans, it launched Tran’s career, leading to roles in several projects. These include the animated film Raya and the Last Dragon, the sequel The Croods: A New Age, the TV series Sorry for Your Loss with Elizabeth Olsen, a remake of The Wedding Banquet, and most recently, the horror film Rock Springs, which premiered at the 2026 Sundance Film Festival.

Despite a highly respected career in dramatic roles, Jon Hamm seems determined to avoid being seen as too serious. He consistently seeks out comedic opportunities – from hosting Saturday Night Live to memorable appearances in shows like Unbreakable Kimmy Schmidt, Curb Your Enthusiasm, and Bridesmaids – and often challenges traditional ideas of masculinity in his work. He continues this trend with his latest role as the pompous and oblivious Mayor Jerry in Pixar’s new animated film, Hoppers.

The series, called Adolescence, was created by Stephen Graham and Jack Thorne, and features Graham, Ashley Waters, and Owen Cooper, who delivered an astonishing Emmy-winning performance as the troubled teenager Jamie Miller – all the more remarkable as it was his first acting role. Adolescence aimed to be disturbing, but its impressive technical aspects, particularly filming each episode in a single, continuous shot, made it even more captivating.

In the wake of this gentle bullish caress, our beloved Bitcoin finds itself at a crossroads-an epic saga unfolding that may shape its destiny for days to come. While the price may be ascending with the grace of a lark, lurking in the shadows is a veritable fortress of short liquidity, poised around a price zone of profound significance.

As technology improves, robots are appearing in more places, but a recent experience at the Haidilao Chinese restaurant in San Jose showed they still have some problems to work through.

Wow, the first season of Star Trek: Starfleet Academy really wrapped things up in a dramatic way! They finally caught Nus Braka – played brilliantly by Paul Giamatti, by the way – just as he was about to unleash Omega-47 and basically wipe out the Federation. It was crazy because he actually put Captain Ake and the Federation on trial! But the biggest reveal was learning that Nustopher was really just a deeply messed up kid, fueled by lies, who happened to have the power to destroy everything. It was a surprisingly emotional moment, honestly. Seeing that kind of vulnerability in such a powerful position was pretty impactful.

The results of the recent One Piece global character poll are in. This week’s regional rankings show a shift in Japan: Roronoa Zoro has overtaken Monkey D. Luffy as the most popular character, pushing the series’ protagonist down to second place.