Beyond the Benchmark: Stress-Testing AI with Parallel Worlds
![Evidence coverage diminishes with increased tool use across three search agents-GPT-5, MindWatcher, and MiniMax-m2.1-as indicated by a plateauing of factual coverage [latex]FCR(k)[/latex] and hit precision [latex]HitPrec(k)[/latex] after a certain number of tool calls [latex]k[/latex], with marginal gains observed only for trajectories exceeding a minimum tool-call cohort size of [latex]k_{\text{cohort}}[/latex].](https://arxiv.org/html/2603.04751v1/2603.04751v1/x2.png)
Researchers have developed a new framework to rigorously evaluate the deep-search capabilities of artificial intelligence agents in a controlled, simulated environment.
![Evidence coverage diminishes with increased tool use across three search agents-GPT-5, MindWatcher, and MiniMax-m2.1-as indicated by a plateauing of factual coverage [latex]FCR(k)[/latex] and hit precision [latex]HitPrec(k)[/latex] after a certain number of tool calls [latex]k[/latex], with marginal gains observed only for trajectories exceeding a minimum tool-call cohort size of [latex]k_{\text{cohort}}[/latex].](https://arxiv.org/html/2603.04751v1/2603.04751v1/x2.png)
Researchers have developed a new framework to rigorously evaluate the deep-search capabilities of artificial intelligence agents in a controlled, simulated environment.

According to Nintendo insider Nash Weedle, the next Devil May Cry game will be available on Nintendo platforms, unlike the previous installment. Specifically, it’s expected to launch on the upcoming Nintendo Switch 2. Weedle also suggests that Capcom is considering bringing older Devil May Cry games to the console. This could mean updated versions of the first three games already on Switch, or finally releasing the fourth and fifth games on a Nintendo system. It’s even possible they could include DmC: Devil May Cry, but details are currently limited.

Just under a year ago, game developer Bungie had to investigate after it was discovered that artwork originally made by Scottish artist Antireal (also known as Fern Hook) was used in their game without permission or acknowledgment.

Made-for-TV movies have existed for a long time – technically, any movie first shown on TV qualifies – but they were especially big in the 1980s. Often shown as multi-part series over a couple of nights on major networks, these movies were created specifically for television viewers. They usually had smaller budgets and focused on dramatic or shocking stories, making them popular events people would watch together. Some were genuinely frightening, and even today, decades later, they still manage to give us a scare. Here are five made-for-TV movies from the 1980s that continue to terrify audiences.
Behold, the grand theater of institutional participation, where the players move with the precision of a Gogol farce! Matt Mena, that sage of the digital realm, proclaims on the fifth of March that the grandees of finance have not fled like cowards but stand firm, their convictions unshaken. “The narrative,” he declares with a flourish, “is more nuanced than a simple headline!” Ah, the beauty of such words-they dance like shadows on a wall, revealing nothing yet suggesting everything.

The latest Scream movie is doing well in theaters, and now Roger Jackson, the voice of Ghostface, has taken on a very different role: he’ll be playing Rabbit in a new horror film. This movie is connected to the Blood and Honey universe, and Jackson’s version of Rabbit in Winnie-the-Pooh: Blood and Honey 3 is a dark and frightening take on the classic character. You can see a first look at the creepy new design below (according to Bloody Disgusting).

Director Carlos López Estrada recently shared on Reddit that Disney has cancelled his planned live-action remake of Robin Hood. He explained, “It’s dead, sadly,” adding that he believed the project had a lot of potential and featured some truly exceptional music.

Last year, The Naked Gun surprised a lot of people by being both a critical and commercial success. Its continued popularity in theaters created an opportunity, and now spoof movies are making a comeback, with sequels to two other well-known classics already in the works.

Bungie’s new extraction shooter emphasizes how players work together, take risks, and stay alive in challenging areas. Some character abilities work best when coordinating with a team, while others let you thrive on your own with quick movement. If you’re playing solo, choosing the right character loadout (‘shell’) is crucial for survival – it can mean successfully escaping with valuable items or losing everything in a fight. Here are five of the best ‘Runner’ shells to use in Marathon if you plan on playing by yourself.

This season not only helped the first season of the anime win Anime of the Year at the Crunchyroll Awards, but it also arrived alongside several other highly anticipated shows. While Solo Leveling Season 2 is a clear frontrunner, three other anime have a real chance of winning Crunchyroll’s Anime of the Year award.