Excavations also revealed a large bread oven and fossilized dough. Breakthroughs, discoveries, and DIY tips sent every weekday. When you think of ancient Egypt, you might imagine towering pyramids, majestic temples, and the noseless Great Sphinx of Giza. But the iconic civilization produced many more architectural marvels than the monuments it's best known for today, and one such example has just come to light in the sands of the Sinai. Archaeologists working in the northern region of Sinai--the Egyptian peninsula bordering Israel--have discovered a military fort from ancient Egypt's New Kingdom era (1550-1077 BCE) along the Horus Military Road.

Retrieval-augmented generation (RAG) has become a cornerstone of contemporary NLP, enhancing large language models (LLMs) by allowing them to access richer factual contexts through in-context retrieval. While effective in monolingual settings, especially in English, its use in multilingual tasks remains unexplored. This paper investigates the effectiveness of RAG across multiple languages by proposing novel approaches for multilingual open-domain question-answering. We evaluate the performance of various multilingual RAG strategies, including question-translation (tRAG), which translates questions into English before retrieval, and Multilingual RAG (MultiRAG), where retrieval occurs directly across multiple languages. Our findings reveal that tRAG, while useful, suffers from limited coverage. In contrast, MultiRAG improves efficiency by enabling multilingual retrieval but introduces inconsistencies due to cross-lingual variations in the retrieved content. To address these issues, we propose Crosslingual RAG (CrossRAG), a method that translates retrieved documents into a common language (e.g., English) before generating the response. Our experiments show that CrossRAG significantly enhances performance on knowledge-intensive tasks, benefiting both high-resource and low-resource languages.

For months now I have been in the thrall of Pokémon Trading Card Pocket. It's a devilishly slick blend of card-collecting and pared-down battling that has had me obediently opening the app on my phone at least twice a day since it launched. The virtual cards are beautifully done; the rare art cards especially, with their pastoral scenes of Pokémon in their natural habitats. I have spent many hours on the battles, too, honing decks and chasing win streaks to earn myself victory emblems. I got most of my friends into it, anticipating the day when its makers at DeNa would finally enable trading so I could fill the last couple of holes in my collection.

Nintendo Black Friday deals are now live, and they're worth paying attention to if you want to pick up some big games on sale. In addition to video games, you can pick up a few Nintendo Switch bundles on sale as well, including options for the standard Switch, the OLED model and the Switch Lite. The deals are available at retailers like Best Buy, Target and Walmart. Arguably the jewel in Black Friday's crown is a big discount on The Legend of Zelda: Tears of the Kingdom. Normally 70, Nintendo has the game for 50, but we're seeing even steeper price drops at GameStop ( 45), Target ( 40) and Best Buy ( 40) at the moment.

Nintendo Black Friday deals are now live, and they're worth paying attention to if you want to pick up some big games on sale. In addition to video games, you can pick up a few Nintendo Switch bundles on sale as well, including options for the standard Switch, the OLED model and the Switch Lite. The deals are available at retailers like Best Buy and Target, and of course, direct from Nintendo. Perhaps the jewel in Black Friday's crown is a big discount on The Legend of Zelda: Tears of the Kingdom. Normally 70, Nintendo has the game for 50, but we're seeing even steeper price drops at GameStop ( 45), Target ( 40) and Best Buy ( 40) at the moment.

I grew up on two of the most classic games in the Legend of Zelda series: A Link to the Past and Link's Awakening. And while there have been a handful of Zelda games with the classic overhead view, those have been mostly relegated to systems like the Game Boy Advance and the 3DS. Mainline Zelda games that are a big event in the gaming world are in the 3D style so successfully introduced to the series way back in 1998 with Ocarina of Time. All this is to say that it's been years since I've played an entirely new Legend of Zelda game in the style of those classics I love so much. The Legend of Zelda: Echoes of Wisdom (out tomorrow) has brought me right back.

Unlike Princess Peach, waiting in a castle to be rescued from Bowser, Zelda has never been a damsel. She has always commanded magical power, even in the early days of the series, when she would enlist green-clad swordsman Link to save the kingdom. For the last couple of decades, since 2003's Wind Waker, Zelda and Link have been something of a team; they are friends, companions, a powerful regent and her loyal knight. But still we, the players, have always taken Link's role in the story. Echoes of Wisdom is Zelda's first star turn in the series that bears her name.

Nintendo, after nearly four decades, is taking The Legend of Zelda somewhere new. With Echoes of Wisdom, the video game company not only builds on the experimentation of its last Switch release, Tears of the Kingdom--it also does something no other Zelda title has done before: Give the princess power that was previously afforded to only Link. "They gave Zelda a sword" has been the refrain for Echoes of Wisdom since it was announced back in June. But that isn't the entirety of what makes the game unique. Rather, it's part of a top-down 2D series for the franchise, one with a different look and feel than Tears of the Kingdom that still utilizes the freedoms that players got with previous games--like the ability to create everything from Korok prisons to giant mechs.

The Legend of Zelda: Echoes of Wisdom feels like a kindred spirit to the 2019 remake of Link's Awakening, both in challenge and in vibes. It's a far cry from the incredibly intricate and complex worlds in Tears of the Kingdom, and while I only played for about 90 minutes (spread over two different parts of the game),I came away from the demo charmed by the gorgeous, tilt-shift art style. Not to mention being quite pleased to finally be playing as Zelda for the first time in the series that bears her damn name. And while plenty of adults will surely enjoy The Legend of Zelda: Echoes of Wisdom, it also feels tailor-made as an entry point for younger players. We already knew about the art style and playing as Zelda -- what was most important about this preview was that I got a chance to see just how Zelda's "echoes" worked in the game itself.

Princess Zelda has to escape from jail. She was tossed into prison over her alleged involvement in the appearance of mysterious "rifts" all over the land of Hyrule. Under normal circumstances, she'd be stuck down there until longtime hero Link could come rescue her. In this game, Zelda can save herself--and Link too. Echoes of Wisdom, launching September 26 for the Switch, is Zelda's first game in the leading role.