What Video AI ‘Sees’: Decoding Action and Outcome
New research reveals how video AI models internally represent the nuances of actions, distinguishing between successful and unsuccessful attempts even when the final classification remains the same.
Navigating Complex Networks with Maximum-Entropy Random Walks
![Directed hypergraphs facilitate the broadcasting of messages across complex networks, where activation flows from pivotal nodes to interconnected receiver sets-a mechanism illustrated by the propagation along edges such as [latex]v_1 \rightarrow \{v_2, v_3\} [/latex]-enabling communication pathways beyond traditional pairwise connections.](https://arxiv.org/html/2603.12098v1/broadcast_hypergraph.png)
A new framework leverages maximum-entropy principles to model and analyze dynamics on hypergraphs, offering insights into complex relationships beyond traditional network structures.
When Usopp Will Reach Elbaph In Live-Action One Piece (At Netflix’s Current Pace)
Usopp played a key role in winning several battles against the Baroque Works organization during season 2 of One Piece, particularly during the fight at Little Garden. Meeting the giants Brogy and Dorry inspired him to be more courageous, and he later set a goal to visit their homeland, Elbaph, a place known as a refuge for strong warriors.
Bitcoin’s Descent Continues: MVRV Z-Score Holds No Promises
On a fateful March 14, Ali Martinez, the market’s self-proclaimed oracle, unveiled a prophetic chart on X, declaring Bitcoin’s imminent bottom. This, he claims, is rooted in the enigmatic MVRV Z-Score, a metric so cryptic it might as well be written in the language of ancient Sumerians. For the uninitiated, the Z-Score is a spectral barometer, gauging whether Bitcoin is a bargain or a boondoggle by pitting its market value against the ghosts of past transactions.
Pokémon Winds & Waves: 10 Pokémon That Absolutely Need To Return
Some Pokémon, like Pikachu, Gyarados, and Eevee, seem to appear in almost every new game. But instead of focusing on those familiar faces, we’re looking at Pokémon that would be a good match for the upcoming region and fit the game’s theme of ‘winds’ and ‘waves’.
Angelina Jolie and George Clooney lead stars who have fled the US for France as Paris is dubbed ‘Frollywood’
Recently, Hollywood’s popularity seems to be declining, as many celebrities are choosing to live and work in France. There’s been such a large increase in American stars moving there that the country is now jokingly called ‘Frollywood’.
Strictly’s pro dancers have been blighted by debt, mental health battles and legal wrangles after leaving the show – as the five stars axed in new bloodbath face an uncertain future amid money woes
However, many people don’t realize there’s another side to the ‘Strictly curse’ – a pattern of professional dancers struggling after their time on the show ends.
10 Best Weapons in Elden Ring, Ranked
Whether you prefer powerful katanas or magical greatswords that freeze enemies, you’ll find a weapon here to suit how you like to play. Some weapons excel with brute strength, while others offer special abilities that can help you defeat even the toughest bosses.
Olivia Colman’s “incredible” period drama hailed as a “true masterpiece” is now streaming for free
Olivia Colman acts with Colin Firth, Josh O’Connor from The Crown, Odessa Young (known for The Staircase), and the celebrated Glenda Jackson, in what would be her first movie role in over three decades.
Holly Ramsay shares sweet Mother’s Day tribute to Tana while her husband Adam Peaty snubs his own mum amid his ongoing family feud
Gordon Ramsay’s 26-year-old daughter posted a collection of photos on her Instagram Stories celebrating her mother, Tana, who is 51. The photos also included images of her famous father, 59, and her 31-year-old Olympic athlete husband.