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My air conditioner broke during a heat wave - and this portable AC saved the day

ZDNET's key takeaways The EcoFlow Wave 3 is a portable air conditioner and heater that costs $1,299 on its own and $1,399 with a battery, a limited-time discount This is a portable air conditioner and heater that is more powerful than its predecessor It is also off-grid ready for camping, RVing, and even helping in a pinch.The Wave 3 is pricey, loud in some settings, and is not as efficient in extreme heat, direct sun, or tent camping. $1,299 at Amazon Many parts of the US are sizzling right

Show HN: PILF, The ultimate solution to catastrophic oblivion on AI models

Technical Notes: PILF (Predictive Integrity Learning Framework) Document Version: 3.0 Core Concept: A cognitive learning framework designed to transform fixed hyperparameters (like learning rate, model capacity) into dynamic policies driven in real-time by the intrinsic "surprise" ( Surprise ) of data. It is essentially an adaptive hyperparameter scheduling algorithm that allows a model to autonomously decide "how much to learn" and "with what capacity to learn" based on the value of the learn

Planned EV Battery Plant Is a ‘Death Sentence’ for Uncontacted Indonesian Tribe

On Sunday, June 29, Indonesia will break ground on a $6 billion electric vehicle (EV) battery plant on Halmahera, the largest of the Maluku islands. The facility will mine the island’s abundant nickel reserves and manufacture batteries on-site to reduce production costs in Indonesia, but a watchdog warns it could decimate an uncontacted tribe. The Hongana Manyawa—whose name means “people of the forest” in their language—are one of the last nomadic hunter-gatherer peoples in Indonesia, according

E.A. Spitzka's Studies of Exceptional and Deviant Brains (2024)

The younger Spitzka’s career flourished after he took a position at Thomas Jefferson University in Philadelphia, where he gained recognition for his studies on the relationship between brain structures and behavior. His particular interest lay in the extremes of human nature—both pathological and extraordinary—and he sought to understand the physiology behind deviance and brilliance. In addition to his academic pursuits, Spitzka served as the editor of the 1910 edition of Gray’s Anatomy, one of

I've Used AllTrails Consistently for Nearly 10 Years. Here's How to Navigate the App Like a Pro

The outdoor industry has exploded in popularity within the past decade, contributing over $1.2 trillion to the US economy in 2023. More people than ever are engaging in outdoor recreational activities like biking, climbing, camping and hiking. As a wellness writer at CNET, I find this encouraging. Spending time outdoors, whether exercising, enjoying nature or simply soaking up the sun, can lower stress levels and even help combat depression. Numerous apps make opting outside easy, with AllTrail

These Amazon Fire TV apps are being blocked for promoting piracy

TL;DR Amazon has begun blocking certain apps from its Fire TV platform for promoting piracy. The list of freshly blocked apps includes Blink Streamz, Flix Vision, Live NetTV, and Ocean Streamz. The disabled apps can no longer be used, and can only be uninstalled. Following sharp criticism for failing to stop piracy on its Fire TV platform, Amazon has started blocking several streaming services that pirate otherwise DRM-protected content. The list includes at least four video streaming apps, i

The best smart rings of 2025: I tested and found an obvious winner

At this point in the smart ring race, everyone is trying to beat Oura. But the Oura Ring 4 proves that the smart ring pioneer's position isn't wavering anytime soon. While most smart rings simply provide you with collected health data, the Oura Ring 4 tells you the story and the context behind that data for greater information on your health. Why we like it: What separates the Oura Ring 4 from its competition is its commitment to helpful and actionable health insights that can change or encoura

Blazing Matrix Products

The first step towards higher performance is employing blocking to optimize cache access patterns. By using a straightforward square partitioning of the input matrices (without resorting to specialized assembly kernels and instead relying on the native BQN idiom) speed-ups of approximately sixfold are achievable for matrices that exceed the machine's cache size: mat‿mbt ← ⟨⋈˜2⥊500, ⋈˜5⥊600⟩ /¨⊸⊔¨ ma‿mb ← •rand.Range⟜0¨1e3×⟨1‿1, 3‿3⟩ >⟨ma‿ma‿mat, mb‿mb‿mbt⟩ {𝕎˜•_timed𝕩}¨¨˜ <⟨Dgemm, +˝∘×⎉1‿∞, ∾(+

Graphic artists in China push back on AI and its averaging effect

Sendi Jia, a designer running her own studio between Beijing, China, and London, England, says she mainly uses AI generators like DALL-E to make fake photos for background panels or websites when her clients don’t have access to real ones. That’s helped clients with limited budgets, but it’s also exposed just how much of the creative process AI can replace. Recently, a potential client working in a university contacted Jia about creating the logo for a new project. Then, they changed their mind.

Threads now has a better word filter than Instagram

Threads has taken another step towards decoupling from Instagram by introducing its own word blocking filters. Instagram head Adam Mosseri announced on Thursday that the Hidden Words setting on Threads includes “newly added custom filters to block words, phrases, and emojis in batches, with optional time limits.” A previous version of Hidden Words was tied to Instagram, meaning you could only mute the same words and phrases across both platforms. This change enables users to tailor what they wa

AI tool Xbow becomes first non-human to top ethical hacker leaderboard

What just happened? Just a year after its founding, cybersecurity startup Xbow has risen to the top of the HackerOne leaderboard, a platform that ranks the world's most effective bug hunters by the number and severity of vulnerabilities they uncover for major companies. This marks the first time an artificial intelligence system has claimed the number one spot, outpacing thousands of human ethical hackers and security researchers who have traditionally dominated the field. Xbow's rapid ascent i

A new Galaxy Z Flip 7 rival brings impressive specs, and a truly strange add-on

Xiaomi TL;DR Xiaomi has launched the Mix Flip 2 foldable phone in China. The new foldable has a Snapdragon 8 Elite chip and a battery that’s larger than the one inside the Galaxy S25 Ultra. Xiaomi is also offering a portable camera kit, which combines a camera grip with a photo printer. Samsung will launch the Galaxy Z Flip 7 in a couple of weeks, and we’ve already got a rough idea of what to expect. What if you want more impressive Flip phone hardware, though? Well, Xiaomi has just launched

The Morning After: Did Panasonic make the best camera for creators?

Panasonic’s S1 II is arguably the company’s best creator camera, if not the best creator camera, period. That’s according to our review from Steve Dent, who really liked a lot of things but especially the 6K RAW video and excellent stabilization. However, at $3,200, it’s expensive compared to the competition. Engadget Nikon’s Z6 III has nearly the same video capabilities, is a better camera for photography and costs at least $600 less. Then there’s Panasonic’s own $2,500 S1 IIe, which was anno

Retail giant Ahold Delhaize says data breach affects 2.2 million people

Ahold Delhaize, one of the world's largest food retail chains, is notifying over 2.2 million individuals that their personal, financial, and health information was stolen in a November ransomware attack that impacted its U.S. systems. The multinational retailer and wholesale company operates over 9,400 local stores across Europe, the United States, and Indonesia, employing more than 393,000 people and serving approximately 60 million customers each week in-store and online. It has reported yea

This USB-C accessory gave my Android phone thermal vision superpowers - and it's on sale

ZDNET's key takeaways The InfiRay P2 Pro currently sells for around $250, but it's well worth it if you require a thermal vision camera. Use a thermal camera on functioning items to learn how they should look, which will make it easier to spot faults later. The InfiRay P2 Pro thermal camera is the best option, offering flexibility, speed, and accuracy without needing separate charging. View now at Amazon I'm a big fan of Android smartphones with built-in thermal cameras, such as the awesome U

A Lisp adventure on the calm waters of the dead C (2021)

A Lisp adventure on the calm waters of the dead C I will use a C-like language throughout, with substantial liberties in its syntax, and I will try to answer "what if" and "how" questions regarding the implementation of some new features that actually cannot be implemented in C due to its limitations. I will examine and highlight those limitations. The scope of this exercise is to better understand Lisp and the power of the abstractions it offers over and above what most languages have, even th

The Era of ‘Woke’ Brand Activism Is Over

In May 2019, Gillette released an ad on Facebook just in time for Pride month. It featured Samson Bonkeabantu Brown—a Black Toronto artist and trans man—learning how to shave for the first time. “I went into my transition just wanting to be happy. I’m glad that I’m at the point where I’m able to shave,” Brown says in the video; later he’s seen shaving as his dad smiles and encourages him from behind his shoulder. “Don’t be scared. Shaving is about being confident,” Brown’s dad says, repeating,

Topics: ad brands brown lot pride

Google starts rolling out Pixel Camera ‘education hub’ to help you master every feature

Ryan Haines / Android Authority TL;DR Google has started rolling out the education hub in the Pixel Camera app. The feature was announced in the June Pixel Drop. It allows users to learn how to use various Pixel Camera features and is rolling out on version 9.9 of the Pixel Camera app for the Pixel 6 and above. Google has begun rolling out the new “education hub” in its Pixel Camera app. Available in version 9.9 of the app for Pixel 6 and newer devices, this feature was first introduced in t

Whole Foods supplier UNFI restores core systems after cyberattack

American grocery wholesale giant United Natural Foods (UNFI) reports that it has restored its core systems and brought online the electronic ordering and invoicing systems affected by a cyberattack. UNFI, which is also a primary distributor for Amazon's Whole Foods, said in a Thursday update that the incident has been contained and that it's now delivering products to stores at "more normalized levels." In a separate 8-K filing with the U.S. Securities and Exchange Commission, the grocery dist

My AC system wasn't blowing cold air - these 5 easy and quick fixes did the trick

Yuga Kurita/Getty Images It always happens during a heatwave. That moment of sinking dread when your AC unit kicks on, but instead of a refreshing blast of arctic air, you're met with a weak, lukewarm breeze. Then panic sets in. Is the AC dead? Is this going to cost a fortune? How will I get to sleep tonight in this stifling heat and humidity? While a truly broken AC unit can indeed be a headache and an expense, the good news is that it's not always a catastrophic failure. The reason your syst

Uv and Ray: Pain-Free Python Dependencies in Clusters

When we discovered the uv package manager , we realized that a new era of Python package management had arrived. It tackles the Python developers’ dependency headaches with consistency and speed, which also enables quick development cycles. Here is a (non-exhaustive) collection of things the folks from astral.sh are getting right that we really like: They package the whole environment : You don’t need to worry about setting up your own Python distribution which in itself can be quite cumbersom

SpaceX crane collapse in Texas being investigated by OSHA

The SpaceX Starbase industrial complex and rocket launch facility in Boca Chica, Texas, US, on Thursday, April 17, 2025. A SpaceX crane collapse at the company's Starbase, Texas facility on Tuesday has prompted an investigation by the Occupational Safety and Health Administration, the federal agency told CNBC in an email. The crane collapse was captured in a livestream by Lab Padre on YouTube, a SpaceX-focused channel. Clips from Lab Padre were widely shared on social media, including on X, wh

Ember Mug 2 smart mug plummets to new record-low price!

The Ember Mug 2 is one of my most prized possessions. It keeps my coffee at the perfect temperature all the way to the last sip. If you’re a coffee or tea lover, you’ll know how annoying a lukewarm (or cold) sip can be. If you want that feeling to be a thing of the past, right now is the best time to get an Ember Mug 2. You can take it home for as low as $74.99, which is a heck of a deal considering its retail price sits at $149.95. Only the White model is discounted this much, though. Buy the E

Starcloud can’t put a data centre in space at $8.2M in one Starship

Abstract Starcloud have claimed that a single 100-ton Starship launch could suffice to create a 40 MW space data centre (SDC) for $8.2 M. My analysis finds that this is infeasible in a single launch but requires a total of upto 22 launches. The SDC’s solar arrays require 4 launches determined by examining existing solar arrays on the ISS. Similarly, the ISS’s radiator benchmarks indicate that 13 launches would be needed for the SDC’s thermal management system. The server racks would require an

Fault Tolerant Llama training – PyTorch blog

Collaborators: Less Wright, Howard Huang, Chien-Chin Huang, Crusoe: Martin Cala, Ethan Petersen tl;dr: we used torchft and torchtitan to train a model in a real-world environment with extreme synthetic failure rates to prove reliability and correctness of fault tolerant training Training loss across 1200 failures with no checkpoints. NOTE: Each small spike is a non-participating worker recovering which affects the metrics but not the model Introduction We want to demonstrate torchft in wo

Save your disk, write files directly into RAM with /dev/shm

There are garbage dumps everywhere for those with eyes to see Given my interest in extending the life of my SD cards and hard drives as much as possible, I’m surprised I haven’t come across /dev/shm before. In a word it’s a world-accessible RAM scratchpad, which seems baked right into POSIX, so that virtually every Unix system already has it mounted as a tmpfs by default: 1 2 ❯ mount | grep '/dev/shm' tmpfs on /dev/shm type tmpfs ( rw,nosuid,nodev,inode64 ) Today’s lucky 10,000, indeed. It ge

Topics: dev ram shm tmpfs word

Why Does the Return of ‘Friday the 13th’ Have to Be… Like This?

Though previously troubled, the Peacock and A24 series Crystal Lake is now moving full speed ahead—Linda Cardellini will star as Jason Voorhees’ equally murderous mom, Pamela Voorhees—Friday the 13th fans are still longing to see Jason return to the big screen. The rights to the franchise have been in a legal tangle for years, with Sean S. Cunningham, who directed and produced the 1980 original, recently speculating that a new Friday the 13th movie is still a far-off notion. That’s still seemin

A Wild New Take on ‘Phantom of the Opera’ Is Coming, and No One Has Any Idea What It Is

For the past few months, Phans (The Phantom of the Opera fans) have been following mysterious messages and clue drops around New York City for something called Masquerade. Talk online abounded about the roses left in Times Square or the red envelope letters signed by “the Opera Ghost” for the faithful, as a viral campaign teased that something was coming in the realm of immersive theater. As a big Phan and immersive theater nerd, I’ve waited from the far wings on the West Coast with major FOMO f

Actively exploited vulnerability gives extraordinary control over server fleets

Hackers are exploiting a maximum-severity vulnerability that has the potential to give them complete control over thousands of servers, many of which handle mission-critical tasks inside data centers, the US Cybersecurity and Infrastructure Security Agency is warning. The vulnerability, carrying a severity rating of 10 out of a possible 10, resides in the AMI MegaRAC, a widely used firmware package that allows large fleets of servers to be remotely accessed and managed even when power is unavai

Changing one gene can restore some tissue regeneration to mice

Regeneration is a trick many animals, including lizards, starfish, and octopuses, have mastered. Axolotls, a salamander species originating in Mexico, can regrow pretty much everything from severed limbs, through eyes and parts of brain, to the spinal cord. Mammals, though, have mostly lost this ability somewhere along their evolutionary path. Regeneration persisted, in a limited number of tissues, in just a few mammalian species like rabbits or goats. “We were trying to learn how certain anima