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The Verge’s summer ‘in’ and ‘out’ list

Here at this website, my colleagues and I follow our beats closely, from wearable tech and laptops to influencer culture and federal policy. Last year, I asked a bunch of staff at The Verge to pretend to be trend forecasters for a lighthearted collection of what’s hot and what’s not. Some of the predictions really held up: many would say the US Supreme Court continues to be out, congestion pricing in New York is decidedly in despite attempts to kill it, and cats are, as ever, a bit of both.

Haskell, Reverse Polish Notation, and Parsing

My Side Quest into Haskell, Reverse Polish Notation, and Parsing 26 Jun, 2025 My Journey into Haskell: Building a Reverse Polish Notation Calculator Introduction: A Side Quest In my attempt to get my first paycheck, aka get a job, I have led myself down a fascinating rabbit hole into functional programming, mathematical notation, and parsing theory. This is the story of how I discovered Haskell, tackled reverse Polish notation, and learned about monadic parsing along the way. My journey bega

Batteries and Buildings

Batteries and Buildings [2025-07-01] In categorizing software, a new classification that slides under people's noses is batteries vs no-batteries. TL;DR. software is said to be battery included if it works out of the box and it has all the necessary materials to build your software without external packaging While the latter means you add your own packages. burn the batteries# First principles are the most important part of learning anything. For instance, Express is moderately battery-incl

Best iPad apps to boost productivity and make your life easier

Apple’s iPads come with built-in productivity tools like Notes, Calendar, and Reminders, but if you’d like to explore new ways to maximize productivity and organize your life, there are many apps out there to help you. Although the iPad started off as a device that could be used to stream content or browse the web on the go, Apple has essentially turned its iPads into computers that can handle a variety of different tasks for personal, work, and school use. As a result, there are numerous apps

Topics: app like notes tasks use

Modelling API rate limits as diophantine inequalities

modelling API rate limits as diophantine inequalities You're allowed 10 requests per hour. Each task you run makes three attempts: initial call, retry after 10 minutes, and retry after 30 minutes. What’s the maximum number of tasks you can safely run per hour? Most engineers throw exponential backoff at the problem. And it works great in most cases! But can we, for the sake of having fun, be more mathematical about this? In a way, this is just an integer feasibility problem. the setup Let’

Topics: 10 30 retry task window

This Ninja 6-in-1 XL Air Fryer Drops to a New Prime Day Low, and It’s Rated 4.7 out of 5

The Ninja DZ401 Foodi 6-in-1 XL air fryer is the highest-rated air fryer available for purchase on Amazon, with over 37,000 reviews and an impressive 4.7 out of 5 stars. If you need an XL air fryer that can actually do it all, this is the one to buy. Ninja has become the brand of choice when it comes to air fryers, and this inaugural (early) Prime Day discount is open to everyone, not only Prime members. The price of $179, down from the usual $230, is the best deal for 2025 and an opportunity t

Google just gave its Photos app the feature upgrade it deserves - here's what's new

Google / Elyse Betters Picaro / ZDNET After hitting pause three weeks ago, Google is resuming rollout of its AI-powered Ask Photos feature. This time around, the company says, things should be better. Last fall, Google slowly began rolling out a new feature that lets you ask queries to find particular pictures in your Photos app. You might ask something like, "Where was that restaurant we ate at in San Francisco?" or "Show me all the selfies I took in NYC museums," and Gemini will find what yo

The AI Backlash Keeps Growing Stronger

Before Duolingo wiped its videos from TikTok and Instagram in mid-May, social media engagement was one of the language-learning app’s most recognizable qualities. Its green owl mascot had gone viral multiple times and was well known to younger users—a success story other marketers envied. But, when news got out that Duolingo was making the switch to become an “AI-first” company, planning to replace contractors who work on tasks generative AI could automate, public perception of the brand soured

I hated Google Photos’ AI search feature, but after the latest update, I love it

Joe Maring / Android Authority At Google I/O 2024, Google introduced the world to “Ask Photos.” It was a new Gemini-powered search experience for Google Photos that would enable you to use natural language to easily find pictures in your library. The pitch sounded great and like a legitimately good use of AI. Unfortunately, Ask Photos’ implementation fell short. I’ve been using Ask Photos for the last several months, and in almost every scenario, it’s been significantly worse than the old sear

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

Google is rolling out its AI-powered ‘Ask Photos’ search again – and it has a speed boost

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. After quietly pausing the rollout of Google Photos’ AI-powered “Ask Photos” search tool, Google is now expanding access once again and making some improvements to the feature. Google’s Gemini AI models power Ask Photos so that you can ask complex questions to help you find photos. But earlier this month, a member of the Google Photos team said on X that the feature “isn’t whe

Google’s new and improved Ask Photos is back on track — and rolling out now!

Google I/O TL;DR Ask Photos is a Google Photos feature designed to answer questions about the contents of your photo library. While announced at Google I/O 2024, access over the past year has been extremely limited. Earlier this month we heard the rollout was paused while Google worked to address a few issues, but today it’s back on track. Over the past couple years, AI has been changing the way we do lots of things, and while there is absolutely no shortage of controversial uses of the tech

Google tweaked its AI-powered Ask Photos feature and restarted its rollout

Google has improved its AI-powered Ask Photos feature and is restarting its rollout to eligible users in the US. The company paused the launch of Ask Photos in early June over issues with latency and the feature's interface. To make Ask Photos speedier, especially on simple searches for dogs or people, Google says its essentially combining the old Google Photos search with Ask Photos. While Google's Gemini models work in the background, the app can now quickly return basic image recognition-bas

Show HN: I Built AskMedically – Get Research-Backed Answers to Medical Queries

Hi HN, I’ve built AskMedically – an AI-powered assistant that answers health and medical questions using real research papers from trusted medical sources like PubMed, Cochrane, etc. Whether you’re a healthcare enthusiast, patient, student, or professional – AskMedically helps you explore trusted medical knowledge without needing a medical degree or slogging through dozens of PDFs. Examples: • “Does intermittent fasting improve insulin sensitivity?” • “What are the benefits of creatine for

PyTorch Reshaping with None

PyTorch Reshaping with None Currently I am learning attention mechanism from Dive into Deep Learning book. In the book I see following implementation in masked softmax: def sequence_mask (X, valid_len, value = - 1e6 ): """ X is 2D array (number_of_points, maxlen), valid_len is 1D array (number_of_points)""" max_len = X . size( 1 ) mask = torch . arange(max_len, dtype = torch . float32, device = X . device)[ None , :] < valid_len[:, None ] X[ ~ mask] = value return X In sequential data process

Best Internet Providers in Alaska

Alaska has a lot to offer, including rugged natural beauty, national parks and fresh seafood. However, its offerings are less expansive when it comes to internet service for the state's 730,000 residents. Whether it's fiber, fixed wireless, DSL or satellite, you'll have to make some compromises when picking an internet service provider in Alaska. According to our CNET experts, GCI is the top pick for most in the state -- if it's available in your area. What is the best internet provider in Alas

Of Course ML Has Monads (2011)

A popular meme in the world of PL’s is that “Haskell has monads”, with the implication that this is a distinctive feature of the language, separate from all others. While it is true that Haskell has popularized the use of monads as a program structuring device, the idea of a monad is not so much an issue of language design (apart from the ad hoc syntactic support provided by Haskell), but rather one of library design. After all, a monad is just one of a zillion signatures (type classes) with whi

AI agents win over professionals - but only to do their grunt work, Stanford study finds

Getty Images/Jonathan Kitchen AI agents are one of the buzziest trends in Silicon Valley, with tech companies promising big productivity gains for businesses. But do individual workers actually want to use them? A new study from Stanford University shows the answer may be yes -- as long as they automate mundane tasks and don't encroach too far on human agency. Also: Don't be fooled into thinking AI is coming for your job - here's the truth Titled "Future of Work with AI Agents," the study se

Compiling LLMs into a MegaKernel: A path to low-latency inference

One of the most effective ways to reduce latency in LLM inference is to fuse all computation and communication into a single megakernel — also known as a persistent kernel. In this design, the system launches just one GPU kernel to execute the entire model — from layer-by-layer computation to inter-GPU communication — without interruption. This approach offers several key performance advantages: Eliminates kernel launch overhead, even in multi-GPU settings, by avoiding repeated kernel invocatio

Topics: gpu graph kernel mpk task

Compiling LLMs into a MegaKernel: A Path to Low-Latency Inference

One of the most effective ways to reduce latency in LLM inference is to fuse all computation and communication into a single megakernel — also known as a persistent kernel. In this design, the system launches just one GPU kernel to execute the entire model — from layer-by-layer computation to inter-GPU communication — without interruption. This approach offers several key performance advantages: Eliminates kernel launch overhead, even in multi-GPU settings, by avoiding repeated kernel invocatio

Topics: gpu graph kernel mpk task

Archaeologists Unearth Viking-Era Burial With Incredibly Rare Casket

Archaeologists from Denmark’s Moesgaard Museum have uncovered 30 Viking Age graves dating from 800 to 1050 CE, just under five miles north of Aarhus. Located near the town of Lisbjerg, the burial site has yielded a number of spectacular objects hinting at ties with Danish royalty. “The burial site is most likely connected to the Viking-era manor in Lisbjerg, which is less than a kilometer from the burial site,” Mads Ravn, an archaeologist from Moesgaard and Viking Age expert, explained in the M

Is there a half-life for the success rates of AI agents?

In general, ability to perform a task drops off as its duration increases, so they use the AI agent’s performance on tasks of different lengths to estimate the task-length at which the model would have a 50% success rate. They then showed that this length has been doubling every 7 months as the capabilities of frontier agents improve. The task-lengths are measured by how long it took humans to solve the same tasks. They used 50% success rate as their chief performance threshold because it is th

Topics: 50 rate success task time

Google's AI-powered Search Live feature is here to further cannibalize the internet

Google's Search Live feature with voice input is now available on its app for iOS and Android in the US. You'll have to opt in to AI Mode in Labs to be able to access it, but after you do, you'll be able to have a back-and-forth voice conversation with Search. To use the feature, open the Google app and tap on the new Live icon to verbally ask a question. Google will respond with AI-generated audio, as well, and you'll be able to ask follow-up questions naturally. Under the hood, the feature is

6 Best Red Light Therapy Masks and LED Devices of 2025, Reviewed

If your skin is crying for help but you're too tired to care, the best red light therapy masks are the easiest fake-it-'til-you-make-it hack around. You might have seen a wave of people on social media channeling their best Hannibal Lecter while wearing an LED device—like our top pick, the CurrentBody LED Face Mask Series 2 ($470)—with red or blue light-emitting diodes. They’re not sipping Chianti, but instead claiming that the wrinkles and fine lines on their faces have disappeared with the hel

Topics: led light mask red skin

Is There a Half-Life for the Success Rates of AI Agents?

In general, ability to perform a task drops off as its duration increases, so they use the AI agent’s performance on tasks of different lengths to estimate the task-length at which the model would have a 50% success rate. They then showed that this length has been doubling every 7 months as the capabilities of frontier agents improve. The task-lengths are measured by how long it took humans to solve the same tasks. They used 50% success rate as their chief performance threshold because it is th

Topics: 50 rate success task time

OnePlus tablets are getting one of Android’s best, and one of its worst, productivity features

Ryan Haines / Android Authority TL;DR The latest OxygenOS 15 update brings Google’s Circle to Search and a new floating taskbar to the OnePlus Open and OnePlus Pad 2. Circle to Search allows users to quickly search anything on their screen by tapping, highlighting, or drawing over it. The floating taskbar, while aiming to balance productivity and screen real estate, lacks a quick toggle to switch styles and on tablets, it requires disabling gesture navigation for the fixed version. OnePlus m

Move over Open Canvas, this could be the best way to multitask on a foldable

TL;DR vivo’s upcoming X Fold 5 features a new multitasking system called “Atomic Workbench” capable of running up to five active apps simultaneously. “Atomic Workbench” enables one dominant app view while keeping others minimized but live, improving upon OnePlus’ Open Canvas approach with a better layout for engaging more apps. The vivo X Fold 5 launches on June 25 in China. OnePlus pioneered the Open Canvas feature with the OnePlus Open foldable, allowing users to open three apps simultaneou

Alaska Issued Its First Heat Advisory, and Only 2% of Homes Have AC

Alaska got its first-ever heat advisory over the weekend, which is in effect until June 17. Over the last few days, temperatures in central Alaska have reached 86 degrees Fahrenheit (that's 30 Celsius). It's not as if Alaska never gets hot in the summer. However, as Jason Laney, a warning coordination meteorologist with the National Weather Service in Fairbanks, Alaska, told CNET, "The frequency with which the heat is coming up is starting to be a bit of a concern." This heat advisory seems pr

Windows 11 users want these five features back

When Windows 11 was first released, many long-time users felt features they loved had been taken away overnight. Three and a half years later, the same complaints still rise to the top of the Feedback Hub with tens of thousands of votes. Below are the five most wanted Windows 11 features on the Microsoft Feedback Hub. The most wanted requests in Windows 11 "Bring back the ability to move the taskbar to the top and sides of the screen on Windows 11" Right now, the taskbar is glued to the bot

Alaska, Where Only 2% of Homes Have AC, Just Issued Its First Heat Advisory Ever

Alaska just crossed a first off its bucket list with the first-ever heat advisory for Sunday, June 15. Temperatures in central Alaska are expected to reach 86 degrees Fahrenheit (that's 30 Celsius) through the weekend and into the week of June 16. It's not as if Alaska never gets hot in the summer. However, as Jason Laney, a warning coordination meteorologist with the National Weather Service in Fairbanks, Alaska, told CNET, "The frequency with which the heat is coming up is starting to be a bi