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OpenTelemetry Collector: What It Is, When You Need It, and When You Don't

Do you really need an OpenTelemetry Collector? If you're just sprinkling SDKs into a side project - maybe not. If you're running a multi-service production environment and care about cost, performance, security boundaries, or intelligent processing - yes, you almost certainly do. This post explains exactly what the OpenTelemetry Collector is, why it exists, how data flows with and without it, and the trade‑offs of each approach. You’ll leave with a decision framework, deployment patterns, and p

DACLab says it can remove CO2 using less electricity than many competitors

The world’s countries may have pledged to cut its carbon pollution, but with global emissions reaching an all-time high last year they’ve fallen far short. Digging out of that hole is going to require removing carbon straight from the atmosphere. But it comes with a hefty price tag, mostly because of the energy required. Removing one metric ton of CO 2 using direct air capture is expected to require around 2,000 kWh of electricity when the technology is sorted and scaled up. One startup called

Traveling to Europe? You Need to Know About These New Identity Checks and Fees

Travelers to Europe will soon have their fingerprints and facial data captured and verified for entering and exiting EU countries, signaling the beginning of the end for passport stamping. The new system, which the EU is calling the EES (Entry/Exit System) will kick off on Oct. 12 and will be gradually phased in across checkpoints through April 9, 2026. By April 10 of next year, the EU hopes to do away with physical passport stamping in favor of a digital biometric system that it says will make

Metroid Prime 4: Beyond will be released on December 4 for Switch and Switch 2

The long-awaited Metroid Prime 4: Beyond is coming on December 4 to both the original Switch and the recently-released Switch 2, as announced during today's Nintendo Direct livestream. The Switch 2 is getting a dedicated version with upscaled graphics and some other bells and whistles, just like the upcoming Pokémon Legends: Z-A. We already knew the next Metroid would drop sometime in 2025, but it's nice to have an actual release date. We got a nifty trailer for the first-person adventure earli

Metroid Prime 4 Goes Open World in December

Mario was the star of Friday's Nintendo Direct, but Samus did make an appearance with some important news about the upcoming Metroid Prime 4: Beyond. A new trailer for the game also showed that it will do something new for the series by having an open world to explore. Metroid Prime 4 will be released on the Switch 2 on Dec. 4, according to the new trailer shown during the Nintendo Direct. Along with the release date, the video showcased Samus' snazzy new motorcycle that will take her across a

‘Metroid Prime 4’ Finally Rolls Out This December

At last, we have a release date for Metroid Prime 4: Beyond. The latest adventure for Samus Aran will drop on December 4 for Nintendo Switch 2 and the original Switch. During its hour-long Nintendo Direct Thursday, Nintendo showed a new trailer for Retro Studio’s next game, which will see the hero don a new suit of armor to explore the new planet Viewros in ways only she can. Helping her out is a brand-new motorcycle dubbed “Viola” that gets her around the world fast, do some vehicle combat, a

Metroid Prime 4 goes beyond, launching this December

is a reporter who covers the business, culture, and communities of video games, with a focus on marginalized gamers and the quirky, horny culture of video game communities. Posts from this author will be added to your daily email digest and your homepage feed. You won’t have to wait too long now for Metroid Prime 4: Beyond. Nintendo surprised us so soon after the Kirby Air Riders direct with another direct showcase today. Clocking in at a luxurious 60 minutes, the direct covered a bunch of ga

Meschers: Geometry Processing of Impossible Objects

Meschers: Geometry Processing of Impossible Objects Fig. 1. The mescher is a geometry representation that allows rendering and relighting impossible objects (left), as well as performing intrinsic geometry processing operations like heat diffusion (center) and geodesic distance queries (right). Abstract Impossible objects, geometric constructions that humans can perceive but that cannot exist in real life, have been a topic of intrigue in visual arts, perception, and graphics, yet no satisfyin

Computing simplified coverage polygons

A somewhat recurring problem I encounter in things I work on is the need to compute simplified geographic polygons, or more specifically, simplified hulls of geographic polygons. Here’s an overview on the currently used approach, maybe someone has pointers to better algorithms for this. Coverage polygons Geographic polygons are used in a few different places: The Transport API Repository and consumers of it like KPublicTransport use them for describing areas covered by a public transport rout

MagSafe Monday: UAG’s Metropolis Wallet blends Kevlar toughness with everyday utility

MagSafe wallets are probably the category of MagSafe that makes the most sense to me day to day. I am always going to carry a wallet, so might as well kill 2 birds with 1 stone. The UAG Metropolis Wallet is one of the better designed ones I’ve come across from a quality standpoint, so let’s dive into what all it offers. Some of my favorite gear Aqara Smart Lock U50 Upgrade your doors with Apple Home Key and the Aqara U50. MagSafe Monday: Every Monday, Bradley Chambers looks at the latest and g

Frontier buys $31M worth of antacids for the ocean

Frontier, the carbon removal clearinghouse founded by Google, Strip, Shopify, and others, announced today that it is buying 115,208 metric tons of carbon removal credits from geoengineering startup Planetary in a deal worth $31.2 million. Where most Frontier deals to date have bought carbon from startups specializing in direct air capture, enhanced weathering, or bioenergy with carbon capture, the organization’s agreement with Planetary is its first to do so by enhancing ocean alkalinity. The

Optimizing our way through Metroid

Will Wilson CEO Optimizing our way through Metroid Games People ask me: “why do you let your employees spend so much time playing Nintendo games?” People think we do it for the marketing. People think we do it to have cool demos. People think our blog series on learning autonomous testing concepts via how they come up in games is a pedagogical gimmick and nothing more. People are totally wrong. The honest truth, the underlying reality beneath the hype, is that this is actually how we figured

Google is expanding a key anti-theft feature to make your apps more secure

Hadlee Simons / Android Authority TL;DR Android’s Identity Check feature is being expanded in the upcoming Android 16 QPR2 update to better protect your sensitive apps. The feature will now enforce biometric-only authentication for any app that uses the biometric prompt, removing the screen lock credential as a fallback. This optional security measure will prevent thieves who know your PIN from accessing sensitive apps when you’re outside of a trusted location. Late last year, Google announc

Millau Viaduct

Bridges are often considered to belong to the realm of the engineer rather than that of the architect. But the architecture of infrastructure has a powerful impact on the environment and the Millau Viaduct, designed in close collaboration with structural engineers, illustrates how the architect can play an integral role in the design of bridges. It follows the Millennium Bridge over the River Thames in expressing a fascination with the relationship between function, technology and aesthetics in

From terabytes to insights: Real-world AI obervability architecture

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now Consider maintaining and developing an e-commerce platform that processes millions of transactions every minute, generating large amounts of telemetry data, including metrics, logs and traces across multiple microservices. When critical incidents occur, on-call engineers face the daunting task of sifting through an ocean of data to unravel

Car has more than 1.2M km on it – and it's still going strong

A Nova Scotia man is the proud owner of a 1985 Toyota Tercel. Despite being 40 years old, the car is in mint condition. But there is one thing wrong with it: the odometer doesn't go up high enough. The CBC's Frances Willick explains. If you were to spot Andy Campbell's ride on the road, you might not think too much about it. Maybe you'd think it's a bit dated — a throwback to an earlier time when cassette tapes were all the rage and backup cameras were just a glimmer in a car designer's eye.

Meet Meschers, MIT’s Tool for Building Paradoxical Digital Objects

Meet “impossibagel,” a physically impossible bagel that mathematicians use to resolve intricate geometry problems. But impossibagel—and other “impossible objects” in mathematics—is notoriously difficult to replicate, and researchers haven’t been able to fully tap into their mathematical potential. That may no longer be a problem, thanks to a new tool. On Monday, researchers at MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) announced “Meschers,” software capable of visuali

Alarming New System Can Identify People Through Walls Using Wi-Fi Signal

Once upon a time, in their startling report titled "Bigger Monsters, Weaker Chains," ACLU analysts Jay Stanley and Barry Steinhardt argued that the US was quickly becoming a full-blown "surveillance society," where advanced technology and crumbling regulation come together to create the kind of world that was previously the domain of dystopian science fiction. "The fact is, there are no longer any technical barriers to the Big Brother regime portrayed by George Orwell," they wrote. That was in

Watch and learn, Samsung: This Galaxy Ring competitor now predicts your chances of falling sick

Kaitlyn Cimino / Android Authority TL;DR Circular’s smart ring is getting a new Immunity Index that measures your defense against diseases. It accounts for your vitals and gives you a rating on a scale of 0–8. The feature is rolling out to the companion app for the first-gen Circular Ring and will be available for the Ring 2, which is expected to be available soon. Even though the smart ring market is still niche, the entry of big players like Samsung with its Galaxy Ring has set it into mot

My search for the ultimate car charger is over - and this one has a flexible superpower

Baseus PrimeTrip VR2 Max ZDNET's key takeaways It can charge four devices simultaneously. It features two retractable USB‑C cables that can rotate and swivel Be aware that the accessory can be a bit bulky, so it might not fit in some vehicles. $49.99 at Amazon Your car probably has a couple of built-in USB ports, so you'd think that the days of the dedicated car charger are numbered. Also: I found a compact power station with solar charging, and it's a new off-grid essential But you'd be wr

Performance and telemetry analysis of Trae IDE, ByteDance's VSCode fork

Performance and Telemetry Analysis of Trae IDE: A Deep Dive into ByteDance's VSCode Fork Executive Summary This analysis examines concerning performance and privacy issues discovered in Trae IDE, ByteDance's fork of Visual Studio Code. Key findings include excessive resource consumption (33 processes vs 9 in VSCode), persistent telemetry transmission despite user settings, and concerning community management practices. 1. Background and Methodology During evaluation of development environmen

Performance and Telemetry Analysis of Trae IDE, ByteDance's VSCode Fork

Performance and Telemetry Analysis of Trae IDE: A Deep Dive into ByteDance's VSCode Fork Executive Summary This analysis examines concerning performance and privacy issues discovered in Trae IDE, ByteDance's fork of Visual Studio Code. Key findings include excessive resource consumption (33 processes vs 9 in VSCode), persistent telemetry transmission despite user settings, and concerning community management practices. 1. Background and Methodology During evaluation of development environmen

Asymmetry of verification and verifier's law

Asymmetry of verification is the idea that some tasks are much easier to verify than to solve. With reinforcement learning (RL) that finally works in a general sense, asymmetry of verification is becoming one of the most important ideas in AI. Understanding asymmetry of verification through examples Asymmetry of verification is everywhere, if you look for it. Some prime examples: Sudoku and crossword puzzles take a lot of time to solve because you have to try many candidates against various c

Asymmetry of Verification and Verifier's Law

Asymmetry of verification is the idea that some tasks are much easier to verify than to solve. With reinforcement learning (RL) that finally works in a general sense, asymmetry of verification is becoming one of the most important ideas in AI. Understanding asymmetry of verification through examples Asymmetry of verification is everywhere, if you look for it. Some prime examples: Sudoku and crossword puzzles take a lot of time to solve because you have to try many candidates against various c

A CarFax for Used PCs: Hewlett Packard wants to give old laptops new life

The United Nations’ Global E-waste Monitor estimates that the world generates over 60 million tonnes of e-waste annually. Furthermore, this number is rising five times as fast as e-waste recycling. Much of this waste comes from prematurely discarded electronic devices. Many enterprises follow a standard three-year replacement cycle, assuming older computers are inefficient. However, many of these devices are still functional and could perform well with minor upgrades or maintenance. The issue i

Microsoft is buying tons of carbon removal from Xprize startup Vaulted Deep

Microsoft is building data centers as fast as it can, and that’s killing its carbon balance sheet. Since 2020, its carbon emissions have grown by nearly a quarter, undermining the pledge it made that year to remove more carbon from the atmosphere than it generates by 2030. So Microsoft has been buying massive amounts of carbon-removal credits to attempt to remedy that situation, including a newly announced purchase of 4.9 million metric tons from Vaulted Deep. Neither party disclosed the financ

AI coding may not be helping as much as you think

A significant fraction of the money that people have paid for Generative AI has been for coding assistance. When I point to the positive uses of Generative AI, I invariably point to how GenAI serves as kind of valuable autocomplete for coding. In that context, a new study from METR, an AI benchmarking nonprofit, is shocking. METR ran a randomized control trial in the first half of this year “to see whether AI tool usage at the February–June 2025 frontier (primarily Cursor Pro) sped-up experien

Finally, a MagSafe wallet for my phone that feels premium (and it just got even cheaper)

ZDNET's key takeaways The UAG Metropolis Wallet is a MagSafe wallet and stand made of vegan leather for $45. It holds up to five cards and cash, has a kickstand, is RFID blocking, and features pockets. It's only available in Black. $44.95 at Amazon $44.95 at Walmart more buying choices Now until July 7, get 20% off with the code UNITED at checkout on UAG's direct website. This drops the Metropolis wallet down to $36. As ZDNET's MagSafe expert, I've tried many magnetic accessories, from walle

A CarFax for Used PCs; Hewlett Packard wants to give old laptops new life

The United Nations’ Global E-waste Monitor estimates that the world generates over 60 million metric tons of e-waste annually. Furthermore, this number is rising five times faster than e-waste recycling. Much of this waste comes from prematurely discarded electronic devices. Many enterprises follow a standard three-year replacement cycle, assuming older computers are inefficient. However, many of these devices are still functional and could perform well with minor upgrades or maintenance. The i

CFOs want AI that pays: real metrics, not marketing demos

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. Recent surveys and VentureBeat’s conversations with CFOs suggest the honeymoon phase of AI is rapidly drawing to a close. While 2024 was dominated by pilot programs and proof-of-concept demonstrations, in mid-2025, the pressure for measurable results is intensifying, even as CFO interest in AI remains high. According to a KPMG survey of 300 U.