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AI assistant developed for every step of the scientific process

Researchers have developed an AI-powered ‘scientific assistant’ designed to accelerate the scientific process by helping them identify new research questions, analyze and interpret data, and produce scientific documents.

The tool, called Denario, uses to help scientists with tasks from developing new hypotheses to compiling manuscripts. The team hopes Denario will make research faster, more dynamic and more interdisciplinary.

AI can already help with parts of the scientific process: tools like ChatGPT can visualize data or write abstracts, for example. But these tools are typically limited to one step at a time.

The value of physical intelligence: How researchers are working to safely advance capabilities of humanoid robots

You may not remember it, but odds are you took a few tumbles during your toddler era. You weren’t alone. Falling, after all, is a natural consequence of learning to crawl, walk, climb and jump. Our balance, coordination and motor skills are developing throughout early childhood.

But it also doesn’t take long for these abilities—also known as physical intelligence—to become second nature for most, including deceptively complex actions such as walking, grasping objects and navigating our way across a room without having to think about it.

“As humans, we often take our physical intelligence for granted because it becomes so automatic when we’re still young,” said Bowen Weng, roboticist and assistant professor of computer science at Iowa State University.

Exploring a space-based, scalable AI infrastructure system design

Artificial intelligence (AI) is a foundational technology that could reshape our world, driving new scientific discoveries and helping us tackle humanity’s greatest challenges. Now, we’re asking where we can go to unlock its fullest potential.

The Sun is the ultimate energy source in our solar system, emitting more power than 100 trillion times humanity’s total electricity production. In the right orbit, a solar panel can be up to 8 times more productive than on earth, and produce power nearly continuously, reducing the need for batteries. In the future, space may be the best place to scale AI compute. Working backwards from there, our new research moonshot, Project Suncatcher, envisions compact constellations of solar-powered satellites, carrying Google TPUs and connected by free-space optical links. This approach would have tremendous potential for scale, and also minimizes impact on terrestrial resources.

We’re excited about this growing area of exploration, and our early research, shared today in “Towards a future space-based, highly scalable AI infrastructure system design,” a preprint paper, which describes our progress toward tackling the foundational challenges of this ambitious endeavor — including high-bandwidth communication between satellites, orbital dynamics, and radiation effects on computing. By focusing on a modular design of smaller, interconnected satellites, we are laying the groundwork for a highly scalable, future space-based AI infrastructure.

AI-generated wildlife videos generate confusion and threaten conservation efforts

A video is circulating on social media in which a leopard enters the backyard of a house where a child is playing, and a cat confronts the leopard and scares it away, protecting the child. The video has garnered over a million “likes” and has been shared more than 15,000 times.

Another series of videos shows bears or deer jumping on a trampoline in a backyard. In another, three raccoons float down a river riding on three crocodiles. All of these videos are created by , and thanks to their high degree of realism, appear to be real.

Given the proliferation of these types of videos and the lack of research on this topic in , researchers from the GESBIO group at the University of Cordoba—José Guerrero, Francisco Sánchez, Antonio Carpio, Rocío Serrano, and Tamara Murillo—have spotlighted this issue, analyzing the different consequences that these AI-generated videos have on the knowledge and conservation of wild species.

Programmer Discovers His Smart Vacuum Was Spying on Him

Among other things, Harishankar discovered that the IRL weaponized roomba was sending logs, configuration files, and even unencrypted Wi-Fi credentials to the manufacturer’s servers. It was also running Google Cartographer, enabling the device to create a detailed 3D map of his home.

Most worryingly of all, the programmer found out that the command that shut down the vacuum was issued remotely – suggesting the manufacturer had root access via pre-installed rtty software, which allowed them to run any command or install any script on the device – meaning ILIFE/Zhiyi either manually bricked the vacuum in response to Harishankar blocking data transmission, or had automated scripts that did so.

The Future of Aging: How Science Could Prevent You From Growing Old

Most people accept aging as inevitable. Aubrey de Grey refuses to.

In this episode, the world’s most recognized longevity scientist breaks down why aging is a solvable engineering problem — not a mystery of biology.

Aubrey shares the moments that shaped his mission to defeat death, the science behind “longevity escape velocity”, and how AI breakthroughs like AlphaFold are accelerating humanity’s fight against aging.

He also reveals what he actually does to stay biologically younger at 62 — from cutting-edge diagnostics to his take on rapamycin, plasma exchange, GLP-1s, and Brian Johnson’s Blueprint.

If you’re a founder, technologist, or anyone fascinated by the future of the human body — this conversation will completely reframe how you think about aging, biology, and time itself.

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