Mapping the Quantum Advantage

by

A reinforcement learning protocol iteratively refines quantum circuits, selecting gates via Q-learning to drive the system towards states that violate a specified entropy inequality, with reward signals computed based on entropy vector dynamics and used to update the Q-table until the violation condition is met-effectively demonstrating a method for actively engineering quantum states with targeted entropy characteristics.

A new machine learning framework reveals the complex relationships between quantum entanglement, magic, and fundamental entropy constraints.

Witch’s Homework

by

The Mondstadt Library just got a new batch of books, and one stands out – it’s a gift from Alice! She sent it to help you and your friends prepare for whatever the future holds. Come check it out!

2010’s Gunless Deserves a Second Chance 15 Years Later

by

It’s common for filmmakers to playfully poke fun at established genres, and the Western is no exception. While Mel Brooks’ Blazing Saddles is the most famous Western parody, a lesser-known comedy from 2010, Gunless, has recently gained a following. Though the Canadian film, written and directed by William Phillips, didn’t do well in theaters and received mixed reviews (with a 40% score on Rotten Tomatoes), it found an audience after becoming available on streaming platforms. Online, on sites like YouTube and Reddit, many viewers are now calling Gunless an overlooked gem that deserves more recognition.

7 Shocking Flashback Episodes That Changed Their TV Shows

by

Flashbacks work really well when entire episodes are dedicated to the past. These flashback episodes can completely surprise viewers and change how they understand everything that’s happened so far. For example, The Good Place used a flashback episode to reveal a major twist – that Eleanor and her friends weren’t actually in the Good Place, but the Bad Place. Other shows have also used this technique to dramatically alter the course of their series.

IT: Welcome to Derry Episode 5 Ending Explained – Pennywise’s Attack & Dick Hallorann’s Box

by

After briefly showing the house on Neibolt Street in episode 4 of IT: Welcome to Derry, this episode focuses on two groups exploring the sewers. Dick Hallorann and Leroy Hanson guide a military team through the old well house, while Lilly, Marge, Will, Rich, and someone they think is Matty enter through a different tunnel. As fear builds, Pennywise the Dancing Clown appears, leading to the tragic death of Pauly Russo and a terrifying encounter.

5 Best Action Anime of 2025, Ranked

by

It’s been a fantastic year for action anime! We’ve seen popular series return with new seasons, hit the big screen, and even get live-action remakes. Plus, lots of exciting new anime have been announced for next year. To celebrate, we’ve put together a list of some of the best action anime from 2025 that you won’t want to miss – check them out if you haven’t already!

Talamasca: The Secret Order Episode 6 Review – Enthralling Finale Feels More Like Setup Than A Conclusion

by

The shocking cliffhanger happens as Doris leaves their hiding place, and when Guy follows her to a store, they learn her coven has been attacked. This news forces them to return to the boat, even though they can’t trust many people connected to the Talamasca. While it’s a risky move, their emotional state makes it understandable why they’d abandon safety.