Uncovering Weak Spots in AI Reasoning

New research reveals a method for pinpointing and correcting flawed logic in large language models without relying on external knowledge sources.

New research reveals a method for pinpointing and correcting flawed logic in large language models without relying on external knowledge sources.
With all the charm of a snake oil salesman, he enticed unsuspecting investors with beguiling promises of daily returns ranging from a delightful 0.5% to a tantalizing 3%. Alas, dear reader, it was but smoke and mirrors, as no actual trading ever graced his fictitious online portal. The prosecutor’s narrative was rich with tales of how our protagonist squandered the fruits of his deceit on ostentatious luxury homes in Las Vegas and Los Angeles, a fleet of high-end automobiles, and designer goods that could make even the most seasoned fashionista swoon.

The Isekai genre covers a wide range of stories, but the core idea is always the same: a character, often the main one, finds themselves transported to a different world. Because of this simple premise, there are a lot of Isekai anime available. However, out of all the series released recently on Crunchyroll, ‘That Time I Got Reincarnated as a Slime’ really stands out from the crowd.

PlayStation Plus Extra continues to be the strongest part of the PS Plus service, consistently offering great games each month. While the base and Premium tiers haven’t been as impressive recently, Extra reliably delivers with at least two major game additions, plus a selection of smaller, independent titles for players who enjoy discovering hidden gems. The February 2026 lineup looks promising, but it’s becoming clear that the other PS Plus tiers need to step up and share the load.

Like everything else in Foxhole, fuel is produced, stored, and transported by real players.
So speaks the oracle of Chainalysis, a firm that peers into the crypt of crypto, where the intersection of human misery and digital gold has blossomed like a poisonous flower. Last year, the dance of the damned grew wilder, its steps more frenzied.

The newest trailer for 007 First Light was shown during yesterday’s big State of Play presentation, which included reveals, announcements, and updates on upcoming games. PlayStation also shared news about the PS5 exclusive Saros and confirmed that Marvel’s Spider-Man 2 will be added to PS Plus Extra and Premium later this month, as previously rumored. The event ended with Santa Monica Studio announcing that a remake of the original God of War trilogy is now in development, and immediately releasing God of War: Sons of Sparta for PlayStation 5.

As a fan, I’ve been noticing some games from 2021 are still really popular – Steam makes it easy to see how many people are playing. It’s cool to see they’re doing well, and I wonder if they’d be even more popular on other consoles if we had that data. Whether you’re into online multiplayer or prefer a single-player adventure, these games are clearly still being enjoyed by a lot of people. I’m excited to see if they get even more popular in the next few years – maybe by 2026!

Blackbeard has been steadily growing in power and importance since he was first introduced as a key villain. He’s a ruthless and clever character, demonstrated by the fact that he once killed a member of his own crew when he was part of Whitebeard’s pirate group. This means Blackbeard and Whitebeard have a long-standing history together.

Tokyo Scramble is easily the strangest game released so far for the Switch 2. Players control Anne, a teenager who gets stuck in a ruined underground world filled with dangerous, dinosaur-like creatures called Zinos. Instead of fighting, Anne must rely on stealth to survive, as she has no weapons.