Networked Risk: Forecasting Volatility in Financial Systems

A new study reveals how accounting for connections between financial institutions dramatically improves the accuracy of volatility predictions.

A new study reveals how accounting for connections between financial institutions dramatically improves the accuracy of volatility predictions.

Okay, so as a huge sci-fi fan, I was thrilled when FX announced another season of Alien: Earth last year. And the show’s executive producer, Dana Gonzales, just dropped some cool news about how things are going with the new season – it sounds like it’s really coming along!
Bitcoin, poor soul, remains trapped beneath the weight of this arbitrary resistance level, a number that has become a symbol of both hope and despair. The market, ever the cruel jesters, expands its liquidity, yet Bitcoin, like a man condemned to an eternal feast without bread, cannot partake.

Becky Lynch, whose real name is Rebecca Quin, appears as Lieutenant MacKenzie Ya in Star Trek: Starfleet Academy. She first appeared in the show’s premiere as part of Captain Nahla Ake’s (Holly Hunter) crew on the USS Athena, and later returned in the fourth episode of Star Trek: Starfleet Academy.

Recently, three scenes from the trailer for The Mandalorian & Grogu were taken out and swapped with new footage. This updated trailer was shown to audiences attending special previews of Pixar’s new movie, Hoppers.
![Performance comparisons reveal that across models, a 10% volatility rescaling of gross profit and loss ([latex] PnL [/latex]) consistently demonstrates discernible differences in performance metrics.](https://arxiv.org/html/2603.01820v1/2603.01820v1/Images/Gross_PnL.png)
A rigorous new benchmark reveals which deep learning architectures consistently deliver superior risk-adjusted returns in financial time series prediction.

The actor from Evil Dead announced he’s had to cancel some upcoming events and wanted to inform his fans directly. He finished by saying he’s strong and has good support, so he anticipates a full recovery and plans to continue working for a long time.

Like many other big tech companies, Microsoft has been rapidly developing and integrating artificial intelligence into its products. They’ve included Copilot, their AI assistant, directly into Windows 11, as well as programs like Microsoft Office and other software they offer.

Guy Ritchie’s career truly took off with Snatch. By combining Hollywood stars like Brad Pitt and Benicio Del Toro with his frequent collaborators, Jason Statham and Vinnie Jones, he created a winning formula that brought his films to a wider audience. The darkly comedic heist movie remains one of Ritchie’s most acclaimed works, earning high ratings from both viewers and critics on Rotten Tomatoes, and is famous for its memorable lines. Even 26 years after its release, Snatch still feels more exciting and energetic than many contemporary thrillers.
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When Code Vein II was announced, I was surprised to learn it wouldn’t directly continue the story of the first game. While I generally prefer fresh starts for sequels, the original Code Vein ended with a compelling hint that it was connected to the God Eater series. It’s disappointing to see that connection dropped in the new game.