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P-Hacking in Startups

Speed kills rigor. In startups, the pressure to ship fast pushes teams to report anything that looks like an improvement. That’s how p-hacking happens. This piece breaks down three common cases—and how to avoid them. Example 01: Multiple comparisons without correction Imagine you're a product manager trying to optimize your website’s dashboard. Your goal is to increase user signups. Your team designs four different layouts: A, B, C, and D. You run an A/B/n test. Users are randomly assigned to

Topics: 05 95 positive test value

Sound As Pure Form: Music Language Inspired by Supercollider, APL, and Forth

WHAT This program is called: "A tool for exploring sound as pure form." or "sound as pure form" or "sapf" It is an interpreter for a language for creating and transforming sound. The language is mostly functional, stack based and uses postfix notation similar to FORTH. It represents audio and control events using lazy, possibly infinite sequences. It intends to do for lazy sequences what APL does for arrays: provide very high level functions with pervasive automatic mapping, scanning, and reduct

Borderlands 4: Jump into the endless fight in the Vault

Borderlands 4 has a new challenge mode where you can battle high-level enemies in the Vault. The action role-playing first-person shooter looter game (now priced at $70 instead of the previously floated $80) is coming on September 12 on the Nintendo Switch 2, PlayStation 5, Xbox Series X/S and the Windows PC. The Vault missions are optional content. You will need to locate the various key fragments to unlock the vaults but it isn’t required for main game progression. They do present challenges

‘Magic: The Gathering’ Unveils Its First ‘Avatar: Last Airbender’ Card

Magic: The Gathering has been doing crossover packs with various IP, and later this year, Avatar: The Last Airbender is joining those ranks. During this weekend’s MagicCon, Wizards of the Coast showed off its first card from the set dropping in late November. Naturally, that card is a Legendary featuring Aang manipulating water, fire, earth, and air while in the Avatar State. On the flip side is him looking up at his Avatar Spirit, with artwork for both sides drawn by Airbender co-creator Bryan

Samsung embeds IronSource spyware app on phones across WANA

In recent months, we have received numerous reports from users across West Asia and North Africa (WANA) expressing alarm over a little-known but deeply intrusive bloatware application—AppCloud—pre-installed on Samsung’s A and M series smartphones. Without users’ knowledge or consent, this bloatware collects sensitive personal data, cannot be removed without compromising device security, and offers no clear information about its privacy practices. AppCloud, developed by the controversial Israeli

Amazon Restocks the Dyson V11 and Drops Its Price to a Stunning New All-Time Low

When it comes to cordless stick vacuums, Dyson is the most prestigious brand on the market. Its reputation for performance, design, and innovation is unmatched and while many competitors try to copy its formula but none of them reach the same level of excellence. The latest Dyson models like V15 Detect and Gen5detect are well over the $1,000 dollar mark which makes them an expensive investment for most homes. But the Dyson V11 Origin cordless vacuum, now priced at only $469 after a massive 18%

Before the Z Fold7 Launch, Amazon Clears Out Galaxy S25 Ultra Stock at a Ridiculous Price

In just a few weeks, Samsung is expected to announce its latest generation of foldable smartphones as it does every year. If past trends continue, we’ll likely see the Galaxy Z Flip 7 and Galaxy Z Fold 7 take center stage. And even as anticipation builds for those devices, the top-selling traditional flagship remains the Galaxy S25 Ultra which is also the most high-end Android phone available today. And now, Amazon is offering a new discount on the Galaxy S25 Ultra 256GB model available for $1,

Less UFO, more Wall-E: You've never seen the best robot vacuum on the market

ZDNET's key takeaways The Matic is available for purchase at $1,095. This robot vacuum has a unique form factor and roller brush, and a debris bag that eliminates the need for a huge dock. The Matic has its drawbacks, mainly that it's too tall to clean under furniture and that it's currently only available for iOS, with an Android beta app planned for July. View now at Maticrobots Pioneer devices have the unique challenge of reinventing the wheel. They reimagine something that has become prev

Delta Chat is a decentralized and secure messenger app

Delta Chat is a decentralized and secure messenger app 💬 Reliable instant messaging with multi-profile and multi-device support ⚡️ Sign up to secure fast chatmail servers or use classic e-mail servers 🥳 Interactive web apps in chats for gaming and collaboration 🔒 Audited end-to-end encryption safe against network and server attacks 👉 FOSS software, built on Internet Standards, avoiding xkcd927 :) Download Available on mobile and desktop.

How to Beat Jet Lag

We’ve all been there after a long trip—staring blankly at emails, counting the hours until bed. Yet when 2 am hits, you’re still wide awake, mindlessly scrolling through Instagram, trapped in the grip of jet lag. That’s the price for crossing time zones too fast. Our internal clock, or circadian rhythm, governs everything from sleep to digestion to hormones and uses light to maintain its natural 24-hour cycle. But when we land in a new time zone, and day suddenly turns to night, this rhythm is

Samsung Embeds IronSource Spyware App on Phones Across WANA

In recent months, we have received numerous reports from users across West Asia and North Africa (WANA) expressing alarm over a little-known but deeply intrusive bloatware application—AppCloud—pre-installed on Samsung’s A and M series smartphones. Without users’ knowledge or consent, this bloatware collects sensitive personal data, cannot be removed without compromising device security, and offers no clear information about its privacy practices. AppCloud, developed by the controversial Israeli

Fly around Vast’s Haven-1 space station using the Apple Vision Pro

Image: Vast Vast is working on what might just be the first commercial space station in low Earth orbit. To get the public excited about the station’s launch as soon as one year from now, the company released a VR fly through, led by Vast’s Lead Astronaut, that is available on Meta, Steam, and yes, Apple’s platforms. Called Haven-1, the small space station is capable of being launched on SpaceX’s Falcon 9 rocket, the most economical medium-lift rocket on the market. Vast has also partnered wit

The eufy Omni E28 is a handy 2-in-1 robot vacuum and deep cleaner

eufy Robot Vacuum Omni E28 The eufy Omni E28 is a reliable enough robot vacuum that cleans hard and carpeted floors very well, but the real reason to consider buying one is the unique base station that can split into a portable deep cleaner, which is great for getting tough stains out of carpets. It isn't the best robovac in isolation, but the combo means you get a lot of cleaning power for the price tag. I review a lot of robot vacuum cleaners, so it’s always nice to check out a product in the

HCP Vault Secrets End of Life

HashiCorp will be decommissioning HCP Vault Secrets. The team is shifting focus to bringing the ease of use learnings from HCP Vault Secrets to HCP Vault Dedicated. Current HCP Vault Secrets users are encouraged to migrate to HCP Vault Dedicated. Important Timelines End of Sale: June 30, 2025 New customers will no longer have access to HCP Vault Secrets Existing customers will be able to add new HCP Vault Secrets applications until the end of life End of life: August 27, 2025 (pay-as-you-go

Open source can't coordinate?

Open Source Can’t Coordinate I was taking a shower this morning, and was pondering yesterday’s problem, where I suspect that I have an outdated version of hotspot Linux profiler, but I can’t just go and download a fresh release from GitHub, because hotspot is a KDE app, and I use NixOS. And NixOS isn’t a problem — it’s a solution. Linux on desktop is a rickety tower of competing libraries, protocols and standards, which is always in an Escheresque sort of perpetual motion, taking off but simul

‘Dosa Divas’ Is a ‘Spicy’ New Game About Fighting Capitalism With Food

As protesters faced off against ICE agents and law enforcement in Los Angeles, game developers gathered just a few miles away for Summer Game Fest. They’d come to the annual show in early June to show off their games and make professional connections. The team at Outerloop Games was no different. But the studio, led and staffed by brown and Black developers, many of whom are immigrants themselves, had extra precautions to consider: “In case of an ICE raid,” says game director Chandana Ekanayake

VanMoof is back with a new custom e-bike and rebooted repair network

Dutch e-bike startup VanMoof is back two years after bankruptcy with its first model designed under new leadership. And despite past criticism that VanMoof’s over-reliance on custom parts led to the company’s downfall, the S6 sticks to the brand’s signature bespoke design. Today, VanMoof is betting that higher-quality custom parts, alongside a more robust servicing network, will allow it to stay true to its design-forward, tech-heavy core, while avoiding the repair and servicing pitfalls that c

How to buy the Nintendo Switch 2: Latest stock updates at Best Buy, Walmart, Target and more

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Here are your best options for finding the Switch 2 -- and why you should skip Amazon for now. The Nintendo Switch 2 has been available in the US for more than two weeks — but good luck finding one. The $450 console officially went up for sale on June 5, and several retailers have off