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SafeMCP: Proactive Power Regulation for LLM Agent Defense via Environment-Grounded Look-Ahead Reasoning

Announce Type: new Abstract: As Large Language Model (LLM) agents increasingly leverage the Model Context Protocol (MCP) to operate in complex environments, the expansion of their action spaces offers agents unsafe capabilities and underscores the risk of power-seeking. While broad action space and greater environment influence are essential for task fulfillment, they create a fragile risk surface where minor errors or hallucinations are magnified into catastrophic failures. In response, we...

arXiv CS 8d ago

Experts issue climate warning ahead of expanded FIFA World Cup

Experts issue climate warning ahead of expanded FIFA World Cup Gaby Clark Scientific Editor Andrew Zinin Lead Editor The 2026 FIFA Men's World Cup could become the "most polluting ever," according to a new report examining football's relationship with climate change. The study, released ahead of this summer's tournament in the United States, Canada and Mexico, claims football's governing bodies are prioritizing commercial expansion over environmental concerns, saying the sport has become...

Phys.org 2d ago

Danger alert over phone chargers found on Amazon, eBay and B&Q websites

Danger alert over phone chargers found on Amazon, eBay and B&Q websites Consumer group Which? calls for urgent government action after discovering fake and dodgy chargers for sale through online marketplaces seven years after first raising the alarm An investigation has discovered potentially lethal knock-off phone chargers being sold on big name websites. Consumer group Which?

Daily Mirror 23h ago

Phone chargers sold by Amazon, B&Q and eBay pose fire and electric shock risks, investigation finds

Phone chargers sold by Amazon, B&Q and eBay pose fire and electric shock risks, investigation finds A number of phone chargers bought by Which? as part of an investigation were so badly manufactured that anyone using them was at risk of receiving an electric shock - Bookmark - CommentsGo to comments Consumers face serious safety risks from phone chargers sold online by major retailers including Amazon, B&Q and eBay, a consumer watchdog has warned. An investigation by Which? revealed that...

The Independent UK 23h ago

Phone chargers sold by Amazon, B&Q and eBay can electrocute and explode

Phone chargers sold by Amazon, B&Q and eBay can electrocute and explode More than half the chargers tested were so badly manufactured that anyone using them was at risk of receiving an electric shock Phone chargers sold online by major retailers such as Amazon, B&Q and eBay can electrocute users and explode, a watchdog has warned. bought 15 USB phone chargers from seven online marketplaces and tested them to determine whether they were safe and legal to sell in the UK, finding that nine were...

Daily Mirror 16h ago

Fluorescent nanosensor detects key gut biomarker in minutes for faster testing

Fluorescent nanosensor detects key gut biomarker in minutes for faster testing Sadie Harley Scientific Editor Robert Egan Associate Editor A research collaboration has developed a novel fluorescent nanosensor capable of rapidly detecting indole-3-propionic acid (IPA), an emerging biomarker linked to gut health and disease. The breakthrough is described in the team's paper, "Fluorescent Nanosensor for Indole-3-Propionic Acid Detection in Gut Health Monitoring," published in the journal...

Phys.org 8d ago

OpenAI says it will comply with Trump's order requiring AI model reviews before release

OpenAI has confirmed it will comply with Donald Trump's executive order that asks AI companies to allow the federal government to assess their models' capabilities before they are released. George Osborne, the company's head of countries, told CNBC's Arjun Kharpal that the startup would sign up to the voluntary order. "It's quite right that democratic governments have a big role to play in how this technology is used and deployed," he said.

CNBC 5d ago

Policy on the AI Exponential

Policy on the AI Exponential In one of the side plots to The Lord of the Rings, two of the Hobbits attempt to rouse Treebeard—a wise but ponderous sentient tree—to defend his forest from an army that is cutting it down. The problem is that Treebeard operates at a very different speed than the Hobbits. It takes him a full day simply to say hello to another tree, so getting him and his peers to act fast enough is nearly impossible.

Hacker News 3h ago

UK democracy under ‘immense strain’ with just 3% of voters able to tell if a video is real or AI, charity warns

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The Independent UK 1d ago

The people who actually want AI to replace humanity

“I want AI to be a tool that allows human flourishing!” exclaimed Brad Carson, a former member of Congress. “There is an option out there where AI is just a tool for us.” The people who actually want AI to replace humanity We need to create a new humanism before the “AI successionists” win.

Hacker News 10d ago