Goto

Collaborating Authors

 memorial


Watch: Moment rescuers find five people trapped in Laos cave

BBC News

Rescuers in Laos have found five villagers alive inside a flooded cave after they were trapped for a week following heavy rain and landslides. Two people are still missing, rescue teams said. Footage shared by the rescuers showed cave divers crawling through narrow, muddy passageways. The seven people were part of a group of villagers who had gone into the cave in search of gold deposits and wildlife, but could not get out as the cave's entrance was blocked. Could a football match soften North Korea-South Korea relations?


BBC at the site of China's worst mining disaster in more than a decade

BBC News

At least 82 people have been killed and two are missing after a coal mine blast in northern China, officials have said. The gas explosion at the Liushenyu Coal Mine is the worst mining disaster in China since 2009, and Chinese President Xi Jinping said no effort must be spared in the search and rescue operation. Early on Sunday morning, rescuers deployed mine inspection robots underground, equipped with gas sensors and infrared cameras, state media reported. The BBC's China correspondent Stephen McDonell is at the scene of the blast in Shanxi province. Could a football match soften North Korea-South Korea relations?


Value-Aligned Prompt Moderation via Zero-Shot Agentic Rewriting for Safe Image Generation

arXiv.org Artificial Intelligence

Generative vision-language models like Stable Diffusion demonstrate remarkable capabilities in creative media synthesis, but they also pose substantial risks of producing unsafe, offensive, or culturally inappropriate content when prompted adversarially. Current defenses struggle to align outputs with human values without sacrificing generation quality or incurring high costs. To address these challenges, we introduce VALOR (Value-Aligned LLM-Overseen Rewriter), a modular, zero-shot agentic framework for safer and more helpful text-to-image generation. VALOR integrates layered prompt analysis with human-aligned value reasoning: a multi-level NSFW detector filters lexical and semantic risks; a cultural value alignment module identifies violations of social norms, legality, and representational ethics; and an intention disambiguator detects subtle or indirect unsafe implications. When unsafe content is detected, prompts are selectively rewritten by a large language model under dynamic, role-specific instructions designed to preserve user intent while enforcing alignment. If the generated image still fails a safety check, VALOR optionally performs a stylistic regeneration to steer the output toward a safer visual domain without altering core semantics. Experiments across adversarial, ambiguous, and value-sensitive prompts show that VALOR significantly reduces unsafe outputs by up to 100.00% while preserving prompt usefulness and creativity. These results highlight VALOR as a scalable and effective approach for deploying safe, aligned, and helpful image generation systems in open-world settings.


"Monuments," Reviewed: The Confederacy Surrenders to a Truer American Past

The New Yorker

As the Trump Administration tries to rescue symbols of the Lost Cause, an exhibition in Los Angeles, led by Kara Walker, finds meaning in their desecration. Kara Walker's "Unmanned Drone" (2023) transforms a Stonewall Jackson statue. The first thing you see is a horse's ass, protruding, upside down, from the thorax of a monster. A man's arm descends from the beast's stomach, his gloved hand clutching the blade of a fallen sabre. Every part of the work comes from a statue of the Confederate general Stonewall Jackson that was removed from Charlottesville, Virginia, in 2021.


This is what funerals and the afterlife will be like by 2050, according to futurists: From 'digital twins' that live on after death to downloading loved ones' onto computers

Daily Mail - Science & tech

From being buried above ground in a'mushroom suit' to downloading loves ones onto a computer, the funeral is about to change forever. Technologies such as artificial intelligence and even genetic engineering are going to change funerals and rituals around death forever, experts have told DailyMail.com. Even wakes are poised to change - with virtual reality versions around the corner, and memorials could take the form of glowing fungi spliced with the deceased's DNA. Other technologies hint that death might not be the end, with people hoping to'return' after their funeral. In future, at funerals relatives may be able to talk to their deceased relatives, thanks to AI technology, said Luke Budka, AI strategist at Definition.


Potential memorial designs for Las Vegas massacre unveiled, major step in planning process

FOX News

Fox News Flash top headlines are here. Check out what's clicking on Foxnews.com. A series of white angel wings rise up from the earth bathed in a warm glow of light, their sweeping forms creating a long covered pathway surrounded by trees in a possible centerpiece for the memorial to modern America's deadliest mass shooting. It's one of five potential designs unveiled Monday for a permanent monument on the Las Vegas Strip where 58 people were shot and killed and hundreds more injured at a country music festival on Oct. 1, 2017. Two survivors later died from their gunshot wounds.


Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents

arXiv.org Artificial Intelligence

We argue that disentangling content selection from the budget used to cover salient content improves the performance and applicability of abstractive summarizers. Our method, FactorSum, does this disentanglement by factorizing summarization into two steps through an energy function: (1) generation of abstractive summary views; (2) combination of these views into a final summary, following a budget and content guidance. This guidance may come from different sources, including from an advisor model such as BART or BigBird, or in oracle mode -- from the reference. This factorization achieves significantly higher ROUGE scores on multiple benchmarks for long document summarization, namely PubMed, arXiv, and GovReport. Most notably, our model is effective for domain adaptation. When trained only on PubMed samples, it achieves a 46.29 ROUGE-1 score on arXiv, which indicates a strong performance due to more flexible budget adaptation and content selection less dependent on domain-specific textual structure.


Is a Lasting Digital Memorial to a Dead Person Even Possible?

Slate

An expert on the digital afterlife responds to Cat Rambo's "The Woman Who Wanted to Be Trees." You never know precisely how much time you have left, despite what life insurance industry mortality tables or death-prediction startups might claim. Now, an emerging field of death tech is capitalizing on such anxiety by pitching individual immortality as deepfakes or AI-driven chatbots. Meanwhile, we're facing an ongoing environmental catastrophe perpetrated by colonialism and relentless extraction. These two forms of existential uncertainty may seem separate--but they are intrinsically related.


Games Like Umurangi Generation Bring the Moment Into Focus

WIRED

Video game photography is arguably enjoying a golden age. In recent years, the photo mode has exploded into blockbuster titles such as Spider-Man, offering intricate tools to pause the action, compose a shot, and tweak the finished result. You'll find the results peppered throughout social media feeds thanks to the Share button found on modern controllers. Often these depict "cool" moments, sometimes even absurd glitches, but mostly such photos, like those of popular snapper and EA DICE screenshot artist Petri Levรคlaht, are concerned with the beauty of big-budget video games. With each like, retweet, and share, we collectively revel in the technical artistry of worlds now so visually detailed they appear to rival our own, enthralled by the sheer density and arrangement of their pixels.


When World of Warcraft Is an Escape--and a Memorial

WIRED

My cousin Kano emerges from the oasis water as something aquatic, fins where his feet used to be, tusks sprouted from his mouth, gliding. This is something he learned today, spent all day walking the endless plains of the Barrens, killing this and collecting that (with me healing him along the way) to finally complete his quest: A seer teaches him Aquatic Form, he surges with gold light and reaches level 17. This oasis is where he wanted to cast this spell for the first time. I sit at the edge of this shining pool, surrounded by palm trees and red centaurs in an expanse of cracked earth, and I watch him with awe. Through Ventrilo, the ancestor of Discord that compelled Kano and me to compel our mothers to buy spongy microphones from Best Buy, I hear his pride.