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Calibration is sometimes sufficient for trusting predictions. What does this tell us when human experts use model predictions?

This is Jessica. I got through a long string of deadlines and invited talks and now I’m back to thinking about calibration and decision-making. In a previous post I was wondering about the relationship between calibration and Bayesian use of … Continue reading




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That day in 1977 when Jerzy Neyman committed the methodological attribution fallacy.

(Before going on, please read the last sentence of the P.P.S. below to put this post in context.) Blake McShane points us to this 1977 article, “Frequentist Probability and Frequentist Statistics,” by Jerzy Neyman, the statistician who made fundamental contributions … Continue reading




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Polling by asking people about their neighbors: When does this work? Should people be doing more of it? And the connection to that French dude who bet on Trump

Several people pointed me to this news report on a successful bettor in an election prediction market: Not only did he see Donald Trump winning the presidency, he wagered that Trump would win the popular vote—an outcome that many political … Continue reading




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Appeal Can't Be Rejected as Untimely Without Evidence of When Decision Was Mailed

The Hawaii Supreme Court ruled that the Department of Labor and Industrial Relations cannot reject an appeal as untimely based on its “sent” date for a decision without direct evidence that…




when

Court Clarifies When Spouse Doesn't Qualify as Beneficiary of Fatally Injured Worker

The Oregon Court of Appeals clarified when a worker’s spouse falls within an exception to the definition of “beneficiary” because the couple was “living in a state of abandonment” at…




when

Pension Offset Not Available When Retiree Gets Hurt After Returning to Work

The Commonwealth Court of Pennsylvania ruled that a pension offset is not available when the retiree returns to work for a former employer on a part-time basis and suffers an…




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When to Settle: How to Satisfy Your Clients

How do you know when to settle a workers’ compensation case? How do you know if you should settle the case, or if you should litigate the case? As…




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How to Ensure An IME/PQME is an Effective Tool When Managing a Claim

An Independent Medical Exam (IME) can be an effective tool for claims management, but navigating the timelines and regulations can be challenging, especially in the Golden State. In this…




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What to do When a Photo is Missing Parts


There are times when I'm walking around enjoying the scenery and occasionally taking what I think are interesting photographs around town and I forget to compose correctly. This is normally not noticed until I review them later as I tend not to look at each shot when taken.

This is a different shooting mode than when I really want something special. Then the histogram is reviewed and for images with strong contrast several exposures may be taken. And if tripod is available it will be used.

The above image is the final edited version that I wanted but failed to capture correctly.

Part of the problem is that I wear glasses and sometimes I don't remove them when looking in the camera view finder. I do when the image is critical but for shoot and grab shots I tend to place viewfinder only on the glass face and if I don't line up correctly the image is off centre to what I see.

If you have taken several photos then there may be parts in others that you can use to correct test perfect sections.

In the 3 photos combined below, the far left image is the one I wanted (#1) but as you can see, it's missing parts like the feet and sidewalk. The 2 other photos (middle #2 and right #3) are ones I used to fill in missing sections and cover parts that needed to be removed. The big problem with the other photographs is that they are from different angles and perspectives and therefore, a direct overlay to match parts will not work. You will need to stretch, twist and rotate a little to make the parts fit.



In the next composite photo below with the main image, I extracted the parts of each section that was used to reconstruct the final photograph.

Image #1 provides a good frame-work (base layer) for the whole of photo, except I wanted the lady in image #2
Image #2 was cut and placed on a separate layer and set to difference mode to make it easier to see when frame matches as it all turns black. I needed her bottom feet from another image (#3) to finish off her legs.
There was still the problem of the missing parts of the steps from part #2 which was added by image #4.


Rather than placing a whole copy of another image on top and using masking for desired parts and moving around, I recommend only cutting out the main parts from another file and copying to the working file. The reason for this is that when you zoom in on a large image to examine the fit, the handles are no longer available to use for positioning as these are at the edges of image. By only using a cropped parts, the handles for positioning are now just outside the smaller part and available for use even when zoomed in.

This is a lot of work and not for everyone. It would be easier to retake the photograph, if possible, but if you're on vacation or it's an impromptu moment, it may not be possible. This process allows you to get the photograph that you wanted but somehow missed.
I do realize that I need to be more careful when using glasses and maybe a monocle for the other eye would work. This is one advantage that EV viewfinders on back of camera work well for people with glasses.


Niels Henriksen




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When Home Improvement Projects Become Home Implosion Projects

Introducing the denture drill holder, the ultimate fusion of dental aesthetics and DIY functionality that holds your bits and screws in place with magnetic gums—because who doesn’t want a tool set that smiles back? This isn’t just any tool holder; it’s a stainless steel set of chompers equipped with 28 hex bits, doubling as a […]




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What Happens When You Add Mindful Moments to Your Day?

In this episode, I sit down with Prentis Hemphill to explore the real meaning of healing—not as a destination, but as an ongoing process of restoring safety, belonging, and dignity in our lives. We dive into the importance of community, especially post-pandemic, and how reconnecting with our bodies through mindful practices can lead to true transformation. Prentis shares their journey, the questions that drive their work, and practical tips to help us all heal in a world that often feels disconnected. Some highlights we explore: Healing as an ongoing process, not a final destination The power of community and connection in healing Practical ways to integrate mindful moments into your daily life And more! Enjoy! FOLLOW PRENTIS HEMPHILL: instagram | patreon | website Listen to the Podcast Subscribe

The post What Happens When You Add Mindful Moments to Your Day? first appeared on Chase Jarvis.

The post What Happens When You Add Mindful Moments to Your Day? appeared first on Chase Jarvis.




when

When is the last time you said “I’m sorry”?

In December of 2012, I officially became a parent. Thinking back on those first years of my daughter’s life (before our other kids), it’s amazing the things you remember and forget (until something reminds you). Now that she’s a bit older, I see that one of the easy things to forget is what a handful …

The post When is the last time you said “I’m sorry”? appeared first on Nathan Rice.




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What is a Headless CMS and When Should I Use One?

When starting a new project, decision makers are faced with the dilemma of choosing a content management system (CMS). Sometimes, it’s not that simple and they must choose whether to go with a traditional CMS or a headless CMS. Both offer unique benefits and cater to different needs, making it crucial to understand when each makes sense for your project. Let’s take a look at some considerations that can help you make the right decision.

What is a Traditional CMS?

Traditional CMS’s – like Craft CMS, WordPress, and Drupal – offer a pre-packaged solution for content creation, management, and delivery. They include powerful interfaces with content editing capabilities and templating out of the box, enabling you to create sites with ease. A traditional CMS can be monolithic because the back-end and front-end are tightly coupled. Using a traditional CMS typically means you are using all of the tools included to achieve your goal.

What is a Headless CMS?

A Headless CMS is like a Traditional CMS in that it includes content creation and management tools. But it differs in the fact that the back-end content management system is decoupled from the front-end (presentation layer), allowing developers to use any technology stack they prefer for building the front-end of the site. The back-end acts as an API with its only purpose being to serve content from the database. There are CMS options like ContentfulPayload, and Strapi that are built to be headless. Popular traditional CMS’s like Craft CMS and WordPress also offer headless variants.

The Restaurant Analogy

Let’s simplify things a bit more and look at the decision using an analogy; a restaurant.

Traditional Restaurant (Traditional CMS)

Imagine a restaurant where the kitchen and dining room are connected. The chefs cook the food, and the waitstaff serve it directly to the customers in the same building. This setup means that everything is closely integrated, and the kitchen (back-end) is tightly coupled to the dining experience (front-end). Picture a scenario where the restaurant decides to change from table service to buffet style. The food now needs to be prepared in advance and delivered to the front of house in a different way, potentially even requiring new equipment. The restaurant needs to be reconfigured to not only accommodate the buffet but also to interface with the kitchen differently. Because the restaurant and kitchen are coupled, both sides would require work in order to accommodate a shift in strategy. 

Ghost Kitchen (Headless CMS)

Now, think of a ghost (or cloud) kitchen where food is prepared centrally but can be delivered to various locations or dining experiences. The kitchen (back-end) focuses solely on cooking (content creation and management) and doesn't worry about where the food is served. Instead, the meals (content) can be delivered to different endpoints like food trucks, home deliveries, or partner restaurants (or in our case websites, mobile apps, etc.). This separation allows more flexibility in how and where the content is delivered without changing the core cooking process. If a new experience requires new equipment or processes, the kitchen can be expanded without affecting the front-end experience.

When to Use a Headless CMS

Omni-Channel Content Delivery 

If you consistently need to deliver content across multiple platforms (websites, mobile apps, IoT devices), a headless CMS is ideal because it can serve the same content through APIs to any front-end. The front-end can be swapped out without any need for development to the back-end.

Scalability and Flexibility

If you want the ability to keep your content management system up-to-date independently of the presentation layer, a headless CMS can allow for more agile and scalable development. This could be especially useful if you anticipate needing to redesign or update parts of the front-end frequently without affecting the back-end content.

Front-end Framework Preferences

Maybe your team has developers who are very proficient in a particular JavaScript framework, like Next.js, SvelteKit, or Astro. The time needed to learn a new templating language could push you past your deadline. Maybe you have some cool interactive interface in mind? A headless CMS can provide the raw content for your developers to build highly custom, tailor-made front-ends in whatever language or framework they please.

Security

Going headless can offer security advantages due to its decoupled nature. By communicating via API to the front-end, data access can be controlled more granularly. Because the back-end is only responsible for content management and delivery, fewer plugins are typically used which means a smaller chance of vulnerabilities due to third-party software.

Hosting & Infrastructure

A cloud-based headless CMS offers additional advantages over a self-hosted headless CMS. It can simplify maintenance and operating costs since the cloud provider is responsible for updates and security of the platform. Cloud-based solutions like Strapi Cloud often come with integrated security features, automatic backups, and disaster recovery options.

Which will you choose?

While the flexibility and security a headless CMS offers may be great benefits, it may not be necessary for every project and could even introduce complexity. It’s important to consider the long-term purpose of the project and who will be responsible for maintaining it as well as authoring content. If your primary focus is on managing and delivering content in a structured manner with rapid development, a traditional CMS can be an excellent choice. But if you feel any of the examples I’ve laid out above align with your project’s requirements then a headless CMS may be right for you! 

Whatever route you take, remember that both Craft CMS and WordPress can be used in traditional or headless applications and are a fine choice either way! Now you know the differences between a traditional and headless CMS, and an informed decision can be made. If you have more questions or a project you think could benefit from a traditional or headless CMS, we’d love to help!




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Eight Things to Consider when Building a Business

Building a business is a long and difficult process. It’s a time filled with uncertain ups and downs – so you need all the support and advice you can get, even if it’s not your first time creating a successful money-making business.  So, here are eight things you should consider, which you might not have […]

The post Eight Things to Consider when Building a Business appeared first on Snap2objects.




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When to Redesign Your Website

The first impression that you leave on your audience today is based almost entirely on your website. Because your website plays an oversized role in the success of your business, it’s vital that you to take it seriously. Just like any real “brick and mortar” business, your website requires regular maintenance (like sweeping the floor and […]




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Top 6 necessary aspects to consider when hiring Angular developers

    What do Forbes, Paypal, and Gmail have in common? Yes, they are popular. But there is more. All of these platforms are designed using Angular. So, if you want to hire an Angular developer and compete with these giants, consider reading this article. Angular is one of these languages that offer exclusive features […]

The post Top 6 necessary aspects to consider when hiring Angular developers appeared first on 404 Tech Support.




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6 Factors to Consider When Troubleshooting Microplate Assays

Microplate readers play a crucial role in the life sciences and biotechnology industry due to their ability to measure biological, biochemical or chemical



  • Genetics & Genomics

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Drug Prevents Migraine When Taken Before Onset

Ubrogepant may be able to prevent or reduce migraine symptoms if taken during the early signs of a migraine attack and before headache begins.




when

6 Factors to Consider When Troubleshooting Microplate Assays

Microplate readers play a crucial role in the life sciences and biotechnology industry due to their ability to measure biological, biochemical or chemical



  • Clinical & Molecular DX

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What are some key issues for HR or legal to be aware of when implementing a restructure in Asia?

For In-house Counsel or HR professionals in Asia, what are some key issues to be aware of when implementing a business restructure?

There are some key areas you will want to focus on when restructuring a business operation in the APAC region.




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When stress is an accident at work

Sara Olabarría explains how courts determine whether stress is the cause of a work accident. 

El País

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Reverse Bullying: When Managers Feel Intimidated by Their Subordinates

Jeff Nowak discusses the problems that negative favoritism in a department can cause if it is not corrected.

SHRM Online

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when

An Employer’s Guide to Deciding When to Publish a Statement on Current Events

Employers are under the microscope from internal and external stakeholders to weigh in on myriad social issues and current events. To publish, or not to publish in each instance? That is the question. In this brief “podcast-ette,” Alyesha Asghar Dotson highlights the self-assessment that an employer ought to engage in before pressing that publish or print button.
 




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Three Things to Consider when Dismissing Employees in Asia

This podcast discusses the critical considerations when evaluating whether and how to terminate employees in Asia. Trent Sutton (U.S. qualified lawyer), Soowon Hong (Korean qualified lawyer) and Shiau Sang Tee (Hong Kong and Malaysia qualified lawyer), members of Littler’s APAC Regional Office based in Singapore, set out the general three approaches to terminations across Asia. They explore what grounds are generally defensible (or not) and the variation in the usage of negotiated exits.
 




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When Is Reassignment a Reasonable Accommodation?

Peter Petesch discusses several key considerations for employers considering role reassignment as an accommodation – most notably, that reassignment should always be an option during the accommodation process.

SHRM

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Belgium: Checklist ✔ of Required Data When Employing Third-Country Nationals Through Subcontracting

To tackle illegal employment through subcontracting more effectively, the Flemish government improved chain liability, and introduced a duty of care. According to this duty of care, companies working with subcontractors in the Flemish Region are obliged to request certain data from these subcontractors (Cf. Decree of 27/10/2023).  

The Flemish Government's Implementing Decree was published in the Belgian Official Gazette on June 4, 2024, containing a checklist of the specific data to be requested. The decision will enter into force on January 1, 2025. 




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Supreme Court Determines When the U.S. Government May Dismiss an FCA Action Over a Relator’s Objection

  • According to the Supreme Court, in False Claims Act “qui tam” suits, the federal government can move for dismissal of a case over the relator’s objection even outside of the “seal period.”
  • A key factor considered for government dismissal post-seal period may include burdensome discovery, which means employers facing qui tam actions should strategically consider this and other pressure points in the course of litigation.




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When Will a Settlement Agreement Preclude a False Claims Act Action?

A recent District of Columbia federal court ruling reminds employers that a severance agreement containing a release of claims under the False Claims Act does not guarantee dismissal of a suit on those grounds.

Background on the FCA




when

Avoid litigation, loss of trade secrets when employees leave

Joon Hwang advises employers to review and scope the terms of their restrictive covenants and confidentiality agreements to ensure they are well defined to meet their business interests.

Pit & Quarry

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when

7 Dos and Don'ts When an Employee Is at Risk for Self Harm

Terri Solomon talks to HR Dive about how employers can best handle mental health crises in the office.

HR Dive

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Certain California Employers Face Hurdles When Recalling Laid-Off Workers

Michael Lotito and Bruce Sarchet share their thoughts on SB 93, a new California law that requires some employers in the hospitality industry to prioritize recalling workers who were laid off due to COVID-19.

SHRM Online

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When Does Tough Talk Rise to an Ethical Violation or Even Extortion?




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Federal Tax Credits Now Available When Certain Employees Use Emergency Paid Leave to Help Others Obtain or Recover from COVID-19 Vaccine

The federal Internal Revenue Service (IRS) has announced that certain employers can claim federal tax credits when employees use emergency paid leave to accompany an individual to obtain a COVID-19 vaccination and/or to care for an individual recovering from an injury, disability, illness, or condition related to the vaccine.




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U.S. Supreme Court Clarifies When the Federal Arbitration Act’s “Transportation Exemption” Applies

On April 12, 2024, the U.S. Supreme Court addressed whether the Federal Arbitration Act’s (FAA) transportation exemption—meaning the FAA would not apply—only relates to workers within the transportation industry. In Bissonnette v. LePage Bakeries Park St., LLC,1 the Supreme Court unanimously held Section 1 of the FAA exempts classes of workers who are actively engaged in interstate transportation, even if the individuals are not employed by a company in the transportation industry (the “Transportation Exemption”).




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From Michael Scott to Bill Lumbergh: Legal Strategies for When a Manager Goes Rogue




when

New Case Provides Lessons That May Help Companies Avoid Pitfalls When Structuring Independent Contractor Relationships

The district court's opinion denying cross-motions for summary judgment in Bobbitt v. Broadband Interactive, Inc., No. 8:11-cv-2855 (M.D. Fla. Oct. 21, 2013) illustrates how not to structure an independent contractor relationship and how not to lay the groundwork to defend that relationship in the event of litigation.  The case also serves as a warning that even well-conceived independent contractor relationships may be open to question by a court that is inclined to distrust them.

Background




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Confidentiality and Attorney-Client Privilege Issues When Conducting Internal Investigations and Audits




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Labor of Law: Should Employers Be Liable When Their AI Tools Break the Law?

Jim Paretti weighs in on the many legal questions raised by a new law in New York City that will ban employers from using AI tools in hiring unless they're annually audited.

Law.com

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Mailbag: We rejected a job candidate. When can we delete their information?

David Goldstein discusses how long employers should keep rejected job candidates’ records and says their ATS system for storing those records should be configured to comply with applicable laws.

HR Dive

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Private employers should consider this when navigating politics in the workplace

Joycelyn Stevenson shares four key points employers should consider when it comes to politics at work.

Nashville Business Journal

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when

When Luddites Attack (Classic)

A couple centuries ago, a group of English clothworkers set out to destroy the machines that had been taking their jobs. | Subscribe to our weekly newsletter here.

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When The U.S. Paid Off The Entire National Debt (Classic)

There was one time the U.S. federal government stopped borrowing and paid off every penny of national debt. It did not end well. | Subscribe to our weekly newsletter here.

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when

When bricks were rubles

For a brief, strange period after the U.S.S.R. collapsed, "real" money was less valuable than tradeable objects like bricks or towels. We look back at the Russian barter economy and we see the nature of money and value underneath all currency. | Subscribe to our weekly newsletter here.

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When Subaru came out (Classic)

In the early 90s, Subaru was struggling to stand out in a crowded automobile market. In their greatest time of need, they turned to an unlikely ally: lesbians | Subscribe to our weekly newsletter here.

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What to do when you're in a class action

Maybe you got a boring slip of paper in the mail. Maybe you got a spammy-looking email promising you money. Surprise! You're in a class action. If you've done any commerce in the last decade, there's a good chance that someone somewhere was suing on your behalf and you have real money coming your way... if you know what to do.

Class action settlements are on the rise. And, on today's show, we're helping decipher the class action from the perspective of the average class member. How do class actions work? Why are these notices sometimes undecipherable? And, what do you stand to gain (or lose) by responding?

This episode was hosted by Kenny Malone and Nick Fountain. It was produced by James Sneed with help from Sam Yellowhorse Kesler. It was edited by Jess Jiang and fact-checked by Sierra Juarez. Engineering by Cena Loffredo. Alex Goldmark is Planet Money's executive producer.

Help support
Planet Money and hear our bonus episodes by subscribing to Planet Money+ in Apple Podcasts or at plus.npr.org/planetmoney.

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When Stories Collide

In the cult comic American Born Chinese, Gene Luen Yang weaves mythical folklore with a coming-of-age immigrant story. The author reflects on why his story still feels relevant to young readers. Host Manoush Zomorodi also speaks with Ben Wang, star of the new Disney+ adaptation of the award-winning graphic novel.

TED Radio Hour+ subscribers now get access to bonus episodes, with more ideas from TED speakers and a behind the scenes look with our producers. A Plus subscription also lets you listen to regular episodes (like this one!) sponsor-free. Sign-up at plus.npr.org/ted.

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Body Electric Part 2: When Human Met Desk

In part two: host Manoush Zomorodi delves into how we met and fell hard for the personal computer—and why we continue to have this committed, yet tortuous relationship. We hear from historian Laine Nooney on how the computer revolution forever changed the way we use our bodies at work, at school and at home.

Manoush also visits the Exercise Testing Laboratory at Columbia University Medical Center where researchers collect data on how her body responds to a day of sitting compared to a day of constant movement breaks.

Click here to find out more about the project: npr.org/bodyelectric

Are you signed up for Columbia's study, or following along with the series? We want to hear your thoughts! Send us a voice memo at bodyelectric@npr.org. Talk to us on Instagram @ManoushZ, and on Facebook @tedradiohour.

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Changing Our Minds: Why we should admit when we're wrong

Original broadcast date: Friday, December 3, 2021. Admitting we're wrong is painful — even seen as a sign of weakness. But what if we take a more flexible approach? This hour: how rethinking ideas can be good for our brains and our relationships. Guests include former GOP congressman Bob Inglis, organizational psychologist Adam Grant, and civil rights activist Loretta J. Ross.

TED Radio Hour+ subscribers now get access to bonus episodes, with more ideas from TED speakers and a behind the scenes look with our producers. A Plus subscription also lets you listen to regular episodes (like this one!) without sponsors. Sign-up at plus.npr.org/ted.

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Higher-income students have an edge when it comes to working memory

Toronto, ON – University of Toronto and MIT researchers have discovered important differences between lower and higher-income children in their ability to use “working memory,” a key brain function responsible for everything from remembering a phone number to doing math in your head. Using functional MRI (fMRI) to measure and map the brain activity of […]