But the Spiking Neural Processor T1 should drastically slash the power consumption of future smart devices.

It works by analyzing sensor data in real time to identify patterns and potentially clean up the data coming out of the sensors — and no internet connection would be required.

The device is a neuromorphic processor — meaning its architecture is arranged to mimic the brain’s pattern-recognition mechanisms. To draw an analogy, when you sense something — whether it’s a smell or a sound — different collections of neurons fire to identify it.

Texas’ growth as a technology and data homebase isn’t slowing down anytime soon. This week, three firms announced the development of a massive, $1 billion data center being planned for North Texas.

Dallas-based fiber internet provider Gigabit Fiber, real estate firm Lincoln Property Co. and investment firm Tradition Holdings are reportedly partnering on the data center and tech space called GigaPop, set for a 131-acre tract of land in Red Oak, about 18 miles south of Dallas. Gigabit Fiber will begin construction of the 800,000-square-foot site in early 2025, starting with a 7,500-square-foot space.

SpaceX is preparing for the seventh flight test of the Starship vehicle on Monday afternoon from Starbase in Boca Chica near Brownsville, Texas.

At CES 2025, Elon Musk joined Mark Penn the Stagwell CEO, and 25 CMOs to discuss AI, robotics, Neuralink, space exploration, and Mars colonization. Musk shared bold predictions on AI’s role in cognitive tasks, humanoid robots, autonomous cars, and X’s future as a platform for collective human consciousness. They also explored government’s role in tech, internet connectivity, and combating global pessimism.

00:00 Introduction and Welcome.
01:52 Elon Musk on AI and Future Technology.
05:12 Advancements in Self-Driving Cars.
07:23 Humanoid Robots and Their Impact.
09:26 Mars Colonization Plans.
11:24 Neuralink and Brain-Computer Interfaces.
14:03 Government Efficiency and Budget Cuts.
17:49 Freedom of Speech and Social Media.
23:50 Optimism for the Future.

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Human brains take in sensory data at more than 1 billion bits per second, but only process that information at a measly 10 bits per second, new research has found.

The AI behavior models controlling how robots interact with the physical world haven’t been advancing at the crazy pace that GPT-style language models have – but new multiverse ‘world simulators’ from Nvidia and Google could change that rapidly.

There’s a chicken-and-egg issue slowing things down for AI robotics; large language model (LLM) AIs have enjoyed the benefit of massive troves of data to train from, since the Internet already holds an extraordinary wealth of text, image, video and audio data.

But there’s far less data for large behavior model (LBM) AIs to train on. Robots and autonomous vehicles are expensive and annoyingly physical, so data around 3D representations of real-world physical situations is taking a lot longer to collect and incorporate into AI models.

Internet service providers (ISPs) and governmental entities in the Middle East have been targeted using an updated variant of the EAGERBEE malware framework.

The new variant of EAGERBEE (aka Thumtais) comes fitted with various components that allow the backdoor to deploy additional payloads, enumerate file systems, and execute commands shells, demonstrating a significant evolution.

“The key plugins can be categorized in terms of their functionality into the following groups: Plugin Orchestrator, File System Manipulation, Remote Access Manager, Process Exploration, Network Connection Listing, and Service Management,” Kaspersky researchers Saurabh Sharma and Vasily Berdnikov said in an analysis.

Breaking the limits of light control: non-hermitian silicon photonic switching.

Imagine a new way of controlling [#light](https://www.facebook.com/hashtag/light?__eep__=6&__cft__[0]=AZXWUWLMvFSlCWqwebCELVs4-fbCMnldCKnIVGZrgtNUTRTTYSpzFXQZE36EXaisrk4LktWLvfOHDWvPYLl3repY1GFTT1cBs7NW6b5tSZsCm6hrhxySUves0ATBtZTjr9RkS4buJBybFVuHrOjdR8CZM25CUC_y1s-Pyhej3ftz6g&__tn__=*NK-R) that defies conventional expectations, enabling faster and more efficient communication networks. This is the promise of non-Hermitian photonics, a cutting-edge field that manipulates light using the full range of complex optical properties, including gain and loss. By carefully balancing these properties, researchers have unlocked surprising behaviors, such as the ability for light to flow in counterintuitive ways.

In this study, scientists have created a revolutionary non-Hermitian switching network on a tiny, two-layer photonic chip. The chip is a hybrid design, combining a bottom silicon layer with a top layer made of indium gallium arsenide phosphide (InGaAsP), a material that amplifies light. This combination allows light to be controlled with remarkable precision.

The secret lies in a phenomenon called exceptional points, where the interaction of gain and loss reaches a critical balance, resulting in unique optical effects. By adjusting the light amplification in the top layer, the researchers can dynamically switch light between the two layers of the chip. This switching occurs in an astonishingly short time—just 100 picoseconds (a picosecond is one-trillionth of a second).

What’s even more impressive is the scalability of this system. The researchers demonstrated that the chip could handle large networks of switches, enabling flexible and diverse connections. These connections support both single-wavelength and wavelength-selective operations, crucial for modern optical communication systems. The switches also achieve high extinction ratios, meaning they are exceptionally efficient at directing light where it needs to go.

This breakthrough adds a powerful new tool to the [#photonics](https://www.facebook.com/hashtag/photonics?__eep__=6&__cft__[0]=AZXWUWLMvFSlCWqwebCELVs4-fbCMnldCKnIVGZrgtNUTRTTYSpzFXQZE36EXaisrk4LktWLvfOHDWvPYLl3repY1GFTT1cBs7NW6b5tSZsCm6hrhxySUves0ATBtZTjr9RkS4buJBybFVuHrOjdR8CZM25CUC_y1s-Pyhej3ftz6g&__tn__=*NK-R) design arsenal, paving the way for ultrafast, compact, and high-bandwidth integrated photonic systems. Such advancements could transform next-generation optical networks, enabling faster internet speeds, more reliable communication, and improved data handling in our increasingly connected world.

Explore #light at Facebook.

United Airlines is speeding up its timeline for connecting its fleet to Starlink, Elon Musk’s satellite network that provides high-speed internet around the globe.

The airline expects to begin testing Starlink in February with the first commercial flight anticipated in the spring on a United Embraer E-175 aircraft, used for regional flights. United plans to outfit its entire two-cabin regional fleet, about 200 planes, with the service by the end of 2025.

And United anticipates seeing its first Starlink-connected mainline aircraft take off before the end of the year.