Category Technology/Electronics

With a feel for physics, AI models simulate a wider range of real-world scenarios

Artificial intelligence models are jacks of many trades, including writing, generating images, and creating 3D models. But they aren’t as helpful when it comes to testing robots or designs for vehicles in diverse environments, since they don’t understand physics as well as they do pixels or text.

To build an AI system that can reliably simulate a variety of physical scenarios, engineers need physics data at a scale that is not yet feasible. That’s because it is very time-consuming to generate even a few data points that neural networks can understand. They rely on algorithms called “numerical solvers” to calculate physical properties at different points of a 3D shape...

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How malicious SIM cards can hijack smartphones, EVchargers and connected devices

sim card
Credit: Pixabay/CC0 Public Domain

Subscriber Identity Modules (SIMs), secure elements used to connect devices to a mobile network, can pose severe security risks when compromised. A malicious SIM could allow attackers to gather information about a device, interfere with its connectivity and serve as an entry point for further cyberattacks.

Presenting their findings at the 2026 USENIX WOOT Conference on Offensive Technologies in Baltimore, University of Birmingham researchers reveal a new attack surface exposed to malicious and compromised SIMs.

A feature known as Proactive SIM allows a SIM card to send a limited number of special commands directly to a device’s modem...

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‘Chameleon’ chip adapts to changing data speeds, cutting prediction errors by up to 40-fold

Concept and operating principle of the programmable dynamic memtransistor (PDM) for processing time-series signals across multiple timescales. Real-world time-series data contain both rapidly and slowly changing information, requiring different temporal response characteristics for effective analysis. Conventional semiconductor devices have a fixed, single temporal response, which limits the range of timescales they can process. In contrast, the PDM employs a dual-functional gate structure that enables its temporal response characteristics to be programmed at multiple levels, from fast to slow, and retained in a non-volatile manner...
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Noninvasive AI-based system translates brain signals into written text

An AI-based system translates brain signals into written text
Recordings from 35 healthy participants were obtained using EEG and MEG. Sentences were displayed word-by-word on a screen. Following the final word, a visual cue prompted them to begin typing this sentence, without visual feedback. Credit: Nature Neuroscience (2026). DOI: 10.1038/s41593-026-02303-2, illustration adapted from the MEGIN TRIUX neo system

Some physical injuries and neurological conditions can temporarily or permanently impair movement, leaving some people unable to speak, type on keyboards or use electronic devices. Brain-computer interfaces (BCIs), systems that can decode brain activity patterns and convert them into computer commands or written text, could be of great value for paralyzed patients.

Despite their potential, most of the best-performing BCIs developed ...

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