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US Marines Deploy Advanced Anti-Drone Smart Scope Innovation

Ukraine’s army of ground robots to China’s AI-empowered predator drones. Countering these systems, especially drones, has compelled militaries to innovate, utilizing an array of measures from high-energy laser cannons to fish nets for halting waves of drones inundating cities and military facilities in conflict zones worldwide.

A significant obstacle in combating drone swarms lies in sheer numbers. As militaries frequently deploy hundreds of assault drones daily, taking down these drones can swiftly exhaust ammunition supplies. The stark cost contrast between expensive interceptor missiles and low-cost attack drones, which can be priced at merely a few thousand dollars, accentuates the urgency for developing budget-friendly defense strategies. One approach could involve enhancing traditional low-cost weapon systems, such as rifles, to improve their efficiency against drone swarms.

An example of such technology is Smart Shooter’s SMASH 2000L smart scope. This rifle attachment enables soldiers to track and eliminate drones through an optic’s fire control system; the SMASH 2000L represents the most recent anti-drone technology integrated by the U.S. Marine Corps. Allegedly, the scope upgrades Marine rifles into effective drone defense mechanisms via an autonomous system that conducts ballistic calculations and inhibits the firing of rounds that are unlikely to strike their targets.

Scoping it out

Produced by Smart Shooter, the SMASH 2000L underwent its initial tests by the Marine Corps in 2021. Able to be affixed to any rifle, SMASH functions as a red-dot sight until users activate its optic’s fire control system. Upon activation, the system employs “proprietary target acquisition and tracking algorithms” to aid in identifying, tracking, and hitting potential targets. As per Smart Shooter, the scope utilizes advanced image

Distinctions Between AV Receivers and Amplifiers Clarified

**AV Receiver Vs. Amplifier: What’s the Distinction?**

If you’re delving into your audio-visual arrangement with any level of seriousness, you’ve likely encountered the terms amplifier or receiver for managing sound. But what precisely distinguishes a comprehensive AV receiver from a more conventional amplifier? While there’s some overlap, the key differences emerge in how the two devices process audio and what each is optimally designed for.

In basic terms, an AV receiver is a device intended for handling audio in a video-centered configuration — often equipped with surround sound processing, HDMI switching, and additional functionalities tailored for entertainment systems. Although AV receivers almost invariably include an amplifier among their components, they do much more than simply power passive speakers. Conversely, a traditional stereo amplifier aims to provide stereo sound to passive speakers in a high-fidelity, predominantly music-focused environment. While AV receivers can serve as commendable music devices, as confirmed in our latest roundup of audiophile-favorite receivers, stereo amplifiers are generally more finely tuned for direct audio duties.

**AV Receivers Are Comprehensive Entertainment Units**

When navigating the realm of AV receivers, the designation itself suggests that there’s more than just audio involved — the “V” signifies visual after all. So what truly differentiates an AV receiver? While nearly every AV receiver comes equipped with an audio amplifier capable of supplying a certain wattage level to your entertainment system’s speakers, it’s typically in service of a surround sound arrangement. This makes it perfect for transmitting audio to multiple speakers in a movie room context, although you may need to experiment a little to find the best setup for your surround speakers.

Moreover, the additional features inherent in an AV receiver distinctly differentiate it from a standard stereo amplifier. Firstly, there’s usually a wealth of video-optimized audio processing software integrated within the unit. This software aids in shaping the sound to align more closely with what you’re viewing, often utilizing presets like dialogue enhancement, sports-specific settings, Dolby Atmos surround, and others. AV receivers frequently provide HDMI connections, enabling you to route your TV’s video signal through and use the receiver as the primary connection hub. This can be especially beneficial if you’re familiar with setting it up to work with your TV’s HDMI ARC port.

**What a Stereo Amplifier Excels At**

As previously mentioned, both an AV receiver and a stereo amplifier incorporate some amplification element. What differentiates a stereo amp is its emphasis on audiophile capabilities and the fidelity of the audio itself. An amplifier designed to drive stereo speakers often pairs seamlessly with a lossless audio or vinyl record system, supplying the necessary components and headroom to deliver rich, warm sound for music-centric listening experiences.

Frequently, an amplifier in a listening environment is even complemented by a digital-to-analog converter (DAC) that can transform a collection of lossless audio files into analog sound (which is essential since raw digital binary cannot be deciphered by human ears). Many amplifier models are even hybrid units that incorporate a DAC to ensure they function in harmony. You won’t encounter extensive input/output routing, and typically, there’s only support for stereo speakers. Though amplifiers are straightforward stereo devices, they often perform their role exceptionally well.

Assessing the Worth of Apple AirPods Pro 2 in 2026

Although I upgraded to the AirPods Pro 3 (which is a requirement of my profession as a technology journalist), I still enthusiastically endorse the AirPods Pro 2. This is not only because they are generally available at a significantly lower price than the latest version, but also due to the fact that the disparities between the two models are minimal. The primary benefit of the new model is the heart rate sensor, which I find quite impressive for running and exercise in general, even while using the Apple Watch. Nevertheless, there are numerous factors that make Apple’s AirPods Pro 2 a great choice in 2026, and likely for many years beyond. Here’s what you need to understand about these earbuds.

The AirPods Pro 2 remain a good investment in 2026 thanks to Apple’s H2 chip

ESP32-C5 Mini USB-C Board Supports Dual-Band WiFi 6 and Up to 14 GPIO Pins for IoT Projects

ESP32-C5 Mini board

ESP32-C5 Mini is a tiny development board with dual-band (2.4/5 GHz) WiFi 6, Bluetooth 5.x LE, and an 802.15.4 radio for Zigbee, Thread, and Matter, as well as two 9-pin headers offering up to fourteen GPIOs for IoT and Smart Home projects. It reminds me of the XIAO ESP32-C5, but it’s slightly longer and features an ESP32-C5HF4 SoC instead of an ESP32-C5HR8 + 8MB SPI flash, meaning it lacks PSRAM, and only comes with 4MB flash on-chip instead of external flash. It also adds four GPIO pins and comes with a built-in antenna and an IPEX antenna connector. NiceMCU ESP32-C5 Mini specifications: Wireless MCU –  Espressif Systems ESP32-C5HF4 CPU Single-core 32-bit RISC-V processor @ up to 240 MHz Low-power RISC-V core @ 48 MHz acting as the main processor for power-sensitive applications Memory – 384 KB SRAM on-chip Storage – 320 KB ROM, 4MB SPI flash Wireless Dual-band (2.4/5 GHz) […]

The post ESP32-C5 Mini USB-C board supports 2.4 GHz and 5 GHz WiFi 6, up to 14x GPIO pins for IoT projects appeared first on CNX Software – Embedded Systems News.

Apple’s Key Takeaways from ICLR 2026: Significant Innovations Revealed at the Prominent AI Conference

The fourteenth International Conference on Learning Representation (ICLR) is wrapping up today in Rio de Janeiro, signaling the conclusion of nearly a week filled with presentations, debates, and research exhibits from leading AI researchers in both academia and the tech sector, including Apple.

### Apple Presented Multiple Studies at ICLR 2026

While ICLR might not be well-known to the general audience, it has been acknowledged for over ten years as one of the most respected conferences in machine learning. This year’s event was held from April 23 to 27 at the Riocentro Convention Center, attracting machine learning and artificial intelligence specialists from all over the world, including prominent figures like Yann LeCun from AMI Labs.

The conference featured major tech corporations as sponsors and exhibitors, including Amazon, Tencent, Google, Microsoft, and Apple, among others. Apple had announced before the event that it would operate a booth highlighting an impressive open-source model capable of transforming 2D images into 3D environments in just seconds, along with LLM inference on MLX, Apple’s open-source framework designed for machine learning tasks optimized for Apple Silicon.

Apple’s booth also functioned as a recruitment center, featuring iPads for attendees to scan QR codes and apply for machine learning jobs on-site, a common practice among numerous companies at the conference.

ICLR offered extensive poster sessions where researchers displayed their work and interacted with attendees. Apple exhibited a variety of papers throughout the conference, all of which are available on their dedicated webpage.

Besides presenting research, Apple led presentations and workshops on various studies that were accepted for the conference. Highlights included “ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models,” showcased by Federico Danieli, and “Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts,” presented by Kunal Talwar.

For further details on the studies showcased by Apple at ICLR 2026, visit their official page.

“The Flashlight of the Galaxy S26 Can Melt Plastic, Adding to the List of Devices with Comparable Features”

A viral TikTok video seems to depict the flashlight feature of the Samsung Galaxy S26 producing enough heat to burn through a black trash bag. In contrast, the clip also showcases a comparable test performed on the iPhone 17 Pro, which seemingly has no impact on the bag. It’s worth noting that the torch’s burn hole is quite small, whereas the bag appears notably thin. Nonetheless, it raises concerns that the feature generates such significant heat. For instance, what occurs if the light is positioned close to your skin? What is really happening here?

Of course, a strong light like a flashlight will emit some heat the longer it remains on. This is concerning enough that we have witnessed similar incidents with other smartphones. Users have reported that the LED flashlight on the Pixel 10 Pro might harm the phone, as they observed artifacts in photos after keeping the light on for prolonged durations. This issue is not limited to smartphone flashlights alone; conventional flashlights can also produce heat when operated for extended times.

Additional findings from Tom’s Guide indicate that it’s feasible to burn through a garbage bag with Samsung’s newest flagship device. Tests carried out by the site revealed that the flashlight of the Galaxy S26 Ultra, at full brightness, swiftly burned a black trash bag. However, both the iPhone 17 Pro Max and Google Pixel 10 Pro also melted the plastic. Thicker areas of the trash bag were not spared from the impact, but no visible melting occurred when a white trash bag was tested. This is likely due to the black color’s ability to absorb more light and heat. We attempted to replicate these findings using a Galaxy S25 Ultra and a Galaxy S26 Ultra, but observed no significant damage. It is possible that the devices might turn off the light to avoid overheating their internals, but that doesn’t completely eliminate the heating issue.

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