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Job mismatch and early career success

How does being over- or underqualified at the beginning of a worker's career affect skill acquisition, retention, and promotion? Despite the importance of mismatch for the labor market, self-selection into jobs has made estimating these effects difficult. We overcome endogeneity concerns in the context of the US Air Force, which allocates new enlistees to over 130 different jobs based, in part, on test scores. Using these test scores, we create simulated job assignments based on factors outside

Job Mismatch and Early Career Success

How does being over- or underqualified at the beginning of a worker's career affect skill acquisition, retention, and promotion? Despite the importance of mismatch for the labor market, self-selection into jobs has made estimating these effects difficult. We overcome endogeneity concerns in the context of the US Air Force, which allocates new enlistees to over 130 different jobs based, in part, on test scores. Using these test scores, we create simulated job assignments based on factors outside

How to Add WIRED as a Preferred Source on Google (2025)

As you’ve probably noticed, Google has gotten … weird lately. Weirder? It can be hard to find the search results you’re looking for. Between AI summaries and algorithm changes resulting in unexpected sources, it can be tricky to navigate the most popular search engine in the world. (And publishers are feeling the strain, too.) Earlier this year, Google updated its algorithm. This is nothing new—Google updates its algorithms hundreds of times per year, with anywhere from two to four major “core

COVID vaccine locations vanish from Google Maps due to supposed “technical issue”

The start of the COVID-19 pandemic is now five years in the rearview mirror, but its effects continue to reverberate. While those leading the US healthcare system have embraced conspiracy theories and junk science to justify a reduced focus on vaccines (particularly the COVID jab) many people are still seeking out immunization. Google Maps isn't a good way to find it, though. In recent days, almost all search results for COVID vaccines have vanished from Google Maps. In both the mobile app and

COVID vaccine locations vanish from Google Maps due to alleged “technical issue”

The start of the COVID-19 pandemic is now five years in the rearview mirror, but its effects continue to reverberate. While those leading the US healthcare system have embraced conspiracy theories and junk science to justify a reduced focus on vaccines (particularly the COVID jab) many people are still seeking out immunization. Google Maps isn't a good way to find it, though. In recent days, almost all search results for COVID vaccines have vanished from Google Maps. In both the mobile app and

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

Best Online Hearing Tests Available in 2025: Make Sure Your Ears Are Working Properly With These Services

CNET staff -- not advertisers, partners or business interests -- determine how we review products and services. If you buy through our links, we may earn a commission. As we get older, our ability to hear may start to diminish. While many people are quick to get glasses for better vision, the ears are often overlooked. Let’s be honest: It’s probably been a long time since you’ve had your hearing checked, if you've had it checked at all. It's easy to take your hearing for granted, and while it's

Top Secret: Automatically filter sensitive information

We’ve written about how to prevent logging sensitive information when making network requests, but that approach only works if you’re dealing with parameters. What happens when you’re dealing with free text? Filtering the entire string may not be an option if an external API needs to process the value. Think chatbots or LLMs. You could use a regex to filter sensitive information (such as credit card numbers or emails), but that won’t capture everything, since not all sensitive information can

The Core of Rust

NOTE: this is not a rust tutorial. Every year it was an incredible challenge to fit teaching Rust into lectures since you basically need all the concepts right from the start to understand a lot of programs. I never knew how to order things. The flip side was that usually when you understand all the basic components in play lots of it just fits together. i.e. there's some point where the interwovenness turns from a barrier into something incredibly valuable and helpful. —Jana Dönszelmann Visio

This upcoming Google Maps feature could be a game-changer for group planning (APK teardown)

Andy Walker / Android Authority TL;DR Google Maps is working on a new feature that will make it easier to share a list of search results with others. This new share feature creates a shareable list of the first ten search results from any query. This new functionality could simplify group planning, such as deciding on a restaurant, when it goes live. Google Maps is a great resource for discovering services and local businesses around you. However, there’s plenty that Google can do to improve

I Tried the Best At-Home Pet DNA Test Kits on My Two Cats (2025)

If You Have a Dog, Consider These Kits I don’t have a dog, so I didn't try these at-home DNA test kits for dogs, but these are the kits specifically for dogs from Basepaws and Wisdom Panel, the two companies I've tested for my cats. How Does a DNA Testing Kit Work? Pet DNA tests rely on pet owners collecting cells for testing through a cheek swab, where the sample is put into a sealed stabilizing or preserving fluid for transit. You’ll mail the sample back to the lab in the prepaid envelope.

This website is for humans

8 August 2025 Walking past a bus stop yesterday I saw an advert for Google’s AI search. The person in the ad had pointed their phone’s camera at a bowl of ramen, and the AI result explained how to reproduce it at home. How does it know? Because it’s trained on all the ramen recipes that multiple recipe authors spent hours, weeks, years perfecting. Generative AI is a blender chewing up other people’s hard work, outputting a sad mush that kind of resembles what you’re looking for, but without an

Website Is for Humans

8 August 2025 Walking past a bus stop yesterday I saw an advert for Google’s AI search. The person in the ad had pointed their phone’s camera at a bowl of ramen, and the AI result explained how to reproduce it at home. How does it know? Because it’s trained on all the ramen recipes that multiple recipe authors spent hours, weeks, years perfecting. Generative AI is a blender chewing up other people’s hard work, outputting a sad mush that kind of resembles what you’re looking for, but without an

Now That Google Is Trash, It Will Let You Pick Your Own News Sources

Google seems to have destroyed the quality of its search results (and its reputation) by loading its feed with sponsored results, pages boosted by SEO black magic, and AI-generated slop. So it’s putting the control back in your hands, for better or worse. The company announced today via blog post a new feature called Preferred Sources that will let users select their own favorite news outlets to appear at the top of their personalized search feed. According to Google, the feature has already st

Show HN: Building a web search engine from scratch with 3B neural embeddings

Building a web search engine from scratch in two months with 3 billion neural embeddings A while back, I decided to undertake a project to challenge myself: build a web search engine from scratch. Aside from the fun deep dive opportunity, there were two motivators: Search engines seemed to be getting worse, with more SEO spam and less relevant quality content. Transformer-based text embedding models were taking off and showing amazing natural comprehension of language. A simple question I ha

Google lets you pick preferred sources when you search

Google is officially rolling out Preferred Sources, which lets you curate search results. The feature allows you to pick specific or "preferred" sources, like a certain blog or news outlet, and see them more prominently when you use Google Search. Google started testing it in June and it should be available in the coming days to English language users in the US and India. Preferred Sources seems pretty simple to use. You go to Google, search for a topic and then click on the preferred sources o

YouTube is expanding its powerful new search feature to more Premium users

Joe Maring / Android Authority TL;DR Google’s AI-powered search results carousel is rolling out to more Premium users in the US. According to the updated YouTube Premium page for experimental new features, the AI-powered search results carousel will be available until August 20. Google may decide to expand access to the feature once the testing period ends. YouTube is expanding access to its experimental AI-powered search results carousel to more Premium subscribers, though the feature still

GPTs and Feeling Left Behind

Every time that I read some blog post about “coding with AI”, or how cool new models write entire libraries by themselves, I feel like I’m lagging behind, like I’m missing out on some big, useful tool, and my skills are about to become obsolete very soon. So I try different models and tools, and it’s all incredibly underwhelming. It’s honestly hard to believe that people get work done using these tools, because I can spend a few hours on them (without getting even close to finishing the task at

Apple to announce Q3 2025 earnings today, here’s how to listen in live

Apple is set to release its Q3 2025 earnings results later today, followed by a conference call set to start at 2:00 p.m. PT / 5:00 p.m. ET. Here’s how you can listen in live. Trade tensions to play a major role in today’s results Right after the market closes later today, Apple is set to report its Q3 2025 earnings, offering a clearer picture of how its many businesses did between April and June, as well as how ongoing trade tensions with key supplier countries like China and India have impac

Sick of AI in your search results? Try these 7 Google alternatives with old-school, AI-free charm

Elyse Betters Picaro (with graphic elements from Paolo Boaretto, Sparklestroke Global, and Cosmic Latte via Canva) / ZDNET I don't know about you, but I'm tired of seeing AI used in place of actual search results in my web browser or used to summarize whatever I'm looking for. Google has become useless because of this, and other popular search engines are following close behind. With more and more search tools turning to AI, what can you do? Are there alternatives that aren't pushing AI front

7 Google alternatives that don't force AI into your search results

Elyse Betters Picaro (with graphic elements from Paolo Boaretto, Sparklestroke Global, and Cosmic Latte via Canva) / ZDNET I don't know about you, but I'm tired of seeing AI used in place of actual search results in my web browser or used to summarize whatever I'm looking for. Google has become useless because of this, and other popular search engines are following close behind. With more and more search tools turning to AI, what can you do? Are there alternatives that aren't pushing AI front

Researchers value null results, but struggle to publish them

Credit: Getty Scientists overwhelmingly recognize the value of sharing null results, but rarely publish them in the research literature, according to a survey. The findings suggest that there is a need for increased awareness of how and why to share such data, as well as for changes in how research productivity is assessed. The survey drew responses from 11,069 researchers in 166 countries and all major scientific disciplines. It found that 98% recognize the value of null results, which the su

Google Search is testing something a bit different from its wall of blue links

Edgar Cervantes / Android Authority TL;DR A new Google Web Guide feature uses AI to sort search results into categories. It’s part of Search Labs and is now available under the Web tab for opted-in users. The feature could expand to other parts of Search as testing progresses. Ever feel like your search results are just a wall of blue links in a random order? Google’s all-knowing algorithm already tried to feed you the most relevant links, but now it may be going one step further in categori

Google will use AI to organize search results with Web Guide

Google's latest AI adventure is a new option for search. Web Guide is a new way that Google will organize search results based on analysis by a dedicated version of its Gemini artificial intelligence tool. The claim in the announcement is that AI can help surface the most relevant content, but it could also be a new way for Google to control what websites get prime billing in results. In the graphic shared alongside the blog post announcing this Search Labs experiment, the company showed cluste

Google’s new Web Guide search experiment organizes results with AI

Google on Thursday is launching a new AI-powered feature called Web Guide for organizing Google Search results. Web Guide is a Search Labs experiment that leverages AI technology to organize the search results page by grouping pages related to specific aspects of the search query. Search Labs experiments are a way for Google to test out new ideas by letting users opt in to those they find interesting. The experiments can be turned on or off at any time and include things like Google’s AI Mode,

Study sheds light on why some people keep self-sabotaging

Most people, after suffering consequences for a bad decision, will alter their future behavior to avoid a similar negative outcome. That's just common sense. But many social circles have that one friend who never seems to learn from those consequences, repeatedly self-sabotaging themselves with the same bad decisions. When it comes to especially destructive behaviors, like addictions, the consequences can be severe or downright tragic. Why do they do this? Researchers at the University of New S

Google’s new Web View search experiment organizes results with AI

Google on Thursday is launching a new AI-powered feature called Web Guide for organizing Google Search results. Web Guide is a Search Labs experiment that leverages AI technology to organize the search results page by grouping pages related to specific aspects of the search query. Search Labs experiments are a way for Google to test out new ideas by letting users opt in to those they find interesting. The experiments can be turned on or off at any time and include things like Google’s AI Mode,

AI overviews cause massive drop in search clicks

Google's search results have undergone a seismic shift over the past year as AI fever has continued to escalate among the tech giants. Nowhere is this change more apparent than right at the top of Google's storied results page, which is now home to AI Overviews. Google contends these Gemini-based answers don't take traffic away from websites, but a new analysis from the Pew Research Center says otherwise. Its analysis shows that searches with AI summaries reduce clicks, and their prevalence is i

Surprising no one, new research says AI Overviews cause massive drop in search clicks

Google's search results have undergone a seismic shift over the past year as AI fever has continued to escalate among the tech giants. Nowhere is this change more apparent than right at the top of Google's storied results page, which is now home to AI Overviews. Google contends these Gemini-based answers don't take traffic away from websites, but a new analysis from the Pew Research Center says otherwise. Its analysis shows that searches with AI summaries reduce clicks, and their prevalence is i

Research shows Google AI Overviews reduce website clicks by almost half

Google's search results have undergone a seismic shift over the past year as AI fever has continued to escalate among the tech giants. Nowhere is this change more apparent than right at the top of Google's storied results page, which is now home to AI Overviews. Google contends these Gemini-based answers don't take traffic away from websites, but a new analysis from the Pew Research Center says otherwise. Its analysis shows that searches with AI summaries reduce clicks, and their prevalence is i