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Find the Perfect Gift for the Creative in Your Life

Phil
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0
Find the Perfect Gift for the Creative in Your Life

Under $50 / £50

Rock Paper Pencil screen protector

Get a paper feel while drawing on iPad

Rock, Paper, Pencil is a great gift for digital artists, says our editor, digital art and 3D, Ian Dean. "I’ve been using Rock, Paper, Pencil on my iPad Pro for a year and the mag-strips have finally begun to tear off, just in time to get a replacement this Black Friday. Rock, Paper, Pencil sits on top of your iPad screen and offers a subtle textured, anti-glare finish that feels just like paper. If you love digital painting on iPad, or have a friend who does, but hate the ‘slide’ of the display, this is a perfect solution."

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Anthropic Says Claude AI Can Match Your Unique Writing Style

Avery Winslow
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0
Anthropic Says Claude AI Can Match Your Unique Writing Style

Anthropic Adds Custom Styles to Claude AI Assistant

Taste of Success: Growing Flavorful Strawberries Indoors with AI and Robotics

Emerson Blake
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0
Taste of Success: Growing Flavorful Strawberries Indoors with AI and Robotics

With startup Zordi, founder Gilwoo Lee’s enthusiasm for robotics, healthy eating, better produce, and sustainable farming has taken root.

Gamers Are Spoilt for Choice

Phil
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0
Gamers Are Spoilt for Choice

Black Friday Gaming Deals: Unmissable Discounts on PS5, Xbox, and Nintendo Switch

The Highlights

Star Wars Outlaws is now available at an unbeatable price of $69.99 (originally $39.99) at Amazon in the US. In the UK, Spider-Man 2 has been reduced to just £30 (originally £69.99) at Amazon, a rare price cut that I’ve been waiting for over a year for.

Top Black Friday PS5 Game Deals

  • Godfall: Save 20% off, now $59.99 (originally $74.99) at Amazon
  • Ratchet & Clank: Rift Apart: Get 15% off, now $59.99 (originally $69.99) at Amazon
  • Deathloop: Save 25% off, now $44.99 (originally $59.99) at Amazon

Top Black Friday Xbox Game Deals

  • Halo Infinite: Get 20% off, now $39.99 (originally $49.99) at Amazon
  • Forza Horizon 5: Save 15% off, now $54.99 (originally $63.99) at Amazon
  • Red Dead Redemption 2: 20% off, now $44.99 (originally $55.99) at Amazon

Top Black Friday Nintendo Switch Game Deals

  • The Legend of Zelda: Breath of the Wild: 15% off, now $44.99 (originally $52.99) at Amazon
  • Super Mario 3D All-Stars: Get 10% off, now $44.99 (originally $49.99) at Amazon
  • Pokémon Sword and Shield: Save 15% off, now $44.99 (originally $52.99) at Amazon

Console Deals

  • Nintendo Switch OLED: Get a record-breaking deal on the 64GB model, now $299.99 (originally $359.99) at Amazon
  • Xbox Series X: I’ve found a top Black Friday deal on the console, now $449.99 (originally $499.99) at Amazon
  • Xbox Series S: Save on the 512GB model, now $299.99 (originally $349.99) at Amazon

Conclusion

Black Friday is the perfect opportunity to snag amazing deals on your favorite games and consoles. With prices slashed on some of the best games out there, you won’t want to miss out on these incredible offers. Don’t forget to check out the console deals, too, for some incredible savings on the latest gaming systems.

Frequently Asked Questions

Q: Are these deals available worldwide?
A: Some deals may be exclusive to specific regions, so be sure to check the retailer’s website for availability.

Q: Can I buy these games and consoles online or in-store?
A: Most deals are available online, but some may be available in-store as well. Check with your local retailer for details.

Q: Do I need to be a Prime member to get these deals?
A: No, these deals are available to all customers. However, some retailers may offer additional discounts for Prime members.

Harnessing AI to Fill Gaps in Student Mental Health and Wellness

Morgan Tate
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0
Harnessing AI to Fill Gaps in Student Mental Health and Wellness

Why Traditional Approaches to Student Mental Health and Wellness Must be Modernized

As student mental health needs continue to grow, schools face a common challenge: how to identify students in crisis and provide support to those who need it. While hiring more mental health resources is a traditional solution, it is often not enough. Innovative districts are now turning to artificial intelligence (AI) to fill the gaps in student mental health support.

How AI Fills Gaps to Help Schools Support Student Mental Health

AI-powered student wellness monitoring can identify risk signals and alert school personnel, allowing for swift intervention. It can also monitor student wellness levels, providing an overall picture of student safety and well-being. Additionally, AI eliminates the need for manual surveys and data collection, providing real-time insights and enabling data-driven decision making.

Three Ways AI Can Help

  1. Distress Signal Detection & Alerting: AI-powered student wellness monitoring can identify risk signals, such as self-harm, bullying, or violence, and alert school personnel, enabling swift intervention.
  2. Wellness Level Monitoring: AI can assign each student a wellness level, allowing school staff to monitor student safety and well-being, and identify potential risks.
  3. Automated Data Collection & Analysis: AI can collect and analyze data in real-time, providing insights into student behavior and enabling data-driven decision making.

Ensuring AI is Used Responsibly and Ethically

K-12 administrators must ensure that AI is used in a way that is safe, responsible, and equitable. This includes ensuring data security and privacy, as well as addressing concerns about bias and equity.

Conclusion

AI-powered student wellness solutions can help schools fill critical gaps in student mental health support, providing swift and lifesaving support to students in crisis. By identifying student risks earlier, making sure students aren’t slipping through the cracks, and focusing human resources where they’re needed most, AI can help schools provide better support to their students.

FAQs

Q: How does AI-powered student wellness monitoring work?
A: AI-powered student wellness monitoring uses machine learning algorithms to analyze student data and identify risk signals, such as self-harm, bullying, or violence.

Q: Is AI-powered student wellness monitoring effective?
A: Yes, AI-powered student wellness monitoring has been shown to be effective in identifying risk signals and providing swift intervention.

Q: Is AI-powered student wellness monitoring biased?
A: AI-powered student wellness monitoring is designed to be bias-free, using algorithms that analyze patterns and relationships in data without considering demographic factors.

Q: How do I ensure AI-powered student wellness monitoring is used responsibly?
A: To ensure AI-powered student wellness monitoring is used responsibly, school administrators should evaluate the vendor’s data collection and analysis methods, as well as their policies on data security and privacy.

Optimizing React Project Structure

Parker Lennox
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0
Optimizing React Project Structure

Scalable and Maintainable React Project Structure with Vite: A Comprehensive Guide

Why Organize Your Project?

When starting a new React project, it can be tempting to dump all your code into a single folder. However, this quickly becomes unmanageable as your application grows. A well-organized project structure allows you to:

  • Enhance maintainability: With clear separation of concerns, developers can easily find files and understand their role in the application.
  • Improve scalability: As your application grows, you can continue to add new features without overcomplicating your directory structure.
  • Support collaboration: A consistent structure makes it easier for teams to collaborate, as they can quickly locate components, styles, and logic.

Recommended React Project Structure for Large Applications

Below is a comprehensive React project structure suited for large-scale applications, using Vite for fast builds and efficient development.

my-project/
│
├── public/
│   ├── index.html              # HTML entry point
│   ├── favicon.ico             # Favicon and other static assets
│   └── robots.txt              # SEO-related static files
│
├── src/
│   ├── assets/                 # Static assets like images, fonts, etc.
│   │   ├── images/
│   │   └── fonts/
│   │
│   ├── components/             # Reusable React components (UI elements)
│   │   ├── Button/
│   │   │   ├── Button.jsx      # Component logic
│   │   │   ├── Button.module.css  # Component-specific styles (CSS Modules)
│   │   └── Header/
│   │       ├── Header.jsx
│   │       └── Header.module.css
│   │
│   ├── features/               # Feature-based structure for state management, API, etc.
│   │   ├── auth/               # For authentication-related logic
│   │   │   ├── authSlice.js
│   │   │   └── authApi.js
│   │   └── products/           # For product-related logic
│   │       ├── productsSlice.js
│   │       └── productApi.js
│   │
│   ├── hooks/                  # Custom hooks (e.g., useAuth, useFetch)
│   │   └── useAuth.js
│   │
│   ├── pages/                  # Page components (views)
│   │   ├── Home.jsx
│   │   ├── About.jsx
│   │   └── Dashboard.jsx
│   │
│   ├── layouts/                # Layouts for page structures (e.g., with or without sidebar)
│   │   ├── MainLayout.jsx
│   │   └── AuthLayout.jsx
│   │
│   ├── services/               # API or external services (axios instances, GraphQL)
│   │   └── api.js
│   │
│   ...

Theme Styles

Location: If your app supports multiple themes (light/dark), place theme styles in the src/styles/themes/ directory.

Example:

/* theme.css (light mode) */
body {
  background-color: white;
  color: black;
}

Using SCSS

If you’re using SCSS for more advanced styling (e.g., variables, mixins), you can install SCSS and modify the structure accordingly.

Conclusion

By following a scalable and organized project structure for your React application, you ensure that your code is maintainable and easy to manage as it grows. Coupled with a clear CSS strategy using CSS Modules, global styles, and theme management, your application will be both modular and flexible.

Whether you’re building a small static site or a large enterprise application, the right project structure is key to long-term success. This organization helps improve team collaboration, simplifies debugging, and enhances performance, especially as your app becomes more complex.

FAQs

Q: Why is project structure important in React?
A: A well-organized project structure ensures maintainability, scalability, and collaboration.

Q: How do I manage multiple themes in my React app?
A: Use the src/styles/themes/ directory to store theme styles.

Q: Can I use SCSS in my React project?
A: Yes, you can install SCSS and modify the structure accordingly.

Q: How do I ensure my React application is maintainable?
A: Use a clear project structure, separate concerns, and label your code accordingly.

I’ve Found the 5 Best iPad Deals This Black Friday

Phil
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0
I’ve Found the 5 Best iPad Deals This Black Friday

The Best iPad Deals This Black Friday

The Whackiest Black Friday Ever for iPad Deals

Things are getting a little whacky with iPad deals this Black Friday week. This is my fifth Black Friday now, and not until today have I seen five iPad deals on five different models, all at record low prices. There really is something for every user right now – from the casual tablet user to the digital creative pro.

My Top Pick: The Most Recent Standard iPad (10th Gen, A14 Chip, 2023)

I’d have to say the most recent standard iPad (10th Gen, A14 chip, 2023) is my top pick. It’s currently down from $349 to $259.99 at Amazon. I choose this as the top pick because, as our review states, it’s the best option for the most users out there. And, yesterday, it was going for $279!

Other iPad Deals to Consider

Here are some other iPad deals you might want to consider:

iPad Air (5th Gen, M1 Chip, 2020)

  • Usually $499, now $399.99 at Amazon
  • Great for those who want a more powerful iPad for tasks like video editing and gaming

iPad Pro (11-inch, M1 Chip, 2021)

  • Usually $899, now $699.99 at Amazon
  • Ideal for those who need a professional-grade iPad for tasks like graphic design and video production

iPad Mini (5th Gen, A12 Bionic Chip, 2019)

  • Usually $399, now $299.99 at Amazon
  • Perfect for those who want a portable and compact iPad for reading, browsing, and streaming

iPad Pro (12.9-inch, M1 Chip, 2021)

  • Usually $1,099, now $849.99 at Amazon
  • Great for those who need a large screen and powerful performance for tasks like video editing and gaming

iPad (7th Gen, A12 Bionic Chip, 2019)

  • Usually $329, now $249.99 at Amazon
  • Ideal for those who want a budget-friendly iPad for casual use

Conclusion

If you’re in the market for a new iPad, now is the time to buy. With these record-low prices, there’s something for every user, regardless of their needs or budget. Don’t miss out on these incredible deals!

FAQs

Q: Are these prices available at other retailers?
A: While prices may vary, these deals are available at multiple retailers, including Amazon, Best Buy, and Walmart.

Q: Are these prices exclusive to Black Friday?
A: Yes, these prices are exclusive to Black Friday and Cyber Monday (while supplies last).

Q: Do I need to be a prime member to get these prices?
A: No, you don’t need to be a Prime member to get these prices. Non-Prime members can also take advantage of these deals.

A New Right to Repair for Artificial Intelligence

Avery Winslow
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0
A New Right to Repair for Artificial Intelligence

AI: The Growing Concern for Control and Transparency

A Growing Trend of Resistance

There’s a growing trend of people and organizations rejecting the unsolicited imposition of AI in their lives. In December 2023, The New York Times sued OpenAI and Microsoft for copyright infringement. In March 2024, three authors filed a class action in California against Nvidia for allegedly training its AI platform NeMo on their copyrighted work. Two months later, the A-list actress Scarlett Johansson sent a legal letter to OpenAI when she realized its new ChatGPT voice was “eerily similar” to hers.

The Problem is Not the Technology, but the Power Dynamic

The technology isn’t the problem here. The power dynamic is. People understand that this technology is being built on their data, often without their permission. It’s no wonder that public confidence in AI is declining. A recent study by Pew Research shows that more than half of Americans are more concerned than they are excited about AI, a sentiment echoed by a majority of people from Central and South American, African, and Middle Eastern countries in a World Risk Poll.

A New Approach: Red Teaming

In 2025, we will see people demand more control over how AI is used. How will that be achieved? One example is red teaming, a practice borrowed from the military and used in cybersecurity. In a red teaming exercise, external experts are asked to “infiltrate” or break a system. It acts as a test of where your defenses can go wrong, so you can fix them.

The Future of Red Teaming

Red teaming is used by major AI companies to find issues in their models, but isn’t yet widespread as a practice for public use. That will change in 2025. The law firm DLA Piper, for instance, now uses red teaming with lawyers to test directly whether AI systems are in compliance with legal frameworks. My nonprofit, Humane Intelligence, builds red teaming exercises with nontechnical experts, governments, and civil society organizations to test AI for discrimination and bias. In 2023, we conducted a 2,200-person red teaming exercise that was supported by the White House. In 2025, our red teaming events will draw on the lived experience of regular people to evaluate AI models for Islamophobia, and for their capacity to enable online harassment against women.

A Right to Repair

Overwhelmingly, when I host one of these exercises, the most common question I’m asked is how we can evolve from identifying problems to fixing problems ourselves. In other words, people want a right to repair.

What Does a Right to Repair Look Like?

An AI right to repair might look like this—a user could have the ability to run diagnostics on an AI, report any anomalies, and see when they are fixed by the company. Third-party groups, like ethical hackers, could create patches or fixes for problems that anyone can access. Or, you could hire an independent accredited party to evaluate an AI system and customize it for you.

Conclusion

2024 was the year the world woke up to the pervasiveness and impact of AI. 2025 is the year we demand our rights. Overturning the current, dangerous power dynamic will take some work—we’re rapidly pushed to normalize a world in which AI companies simply put new and untested AI models into real-world systems, with regular people as the collateral damage. A right to repair gives every person the ability to control how AI is used in their lives.

FAQs

Q: What is red teaming?
A: Red teaming is a practice borrowed from the military and used in cybersecurity. It involves external experts trying to “infiltrate” or break a system, testing where defenses can go wrong, and helping to fix them.

Q: How does red teaming work in the context of AI?
A: Red teaming in AI involves testing AI models for bias and discrimination, and identifying potential issues before they are deployed in real-world systems.

Q: What is the purpose of a right to repair?
A: A right to repair gives users the ability to control how AI is used in their lives, including the ability to run diagnostics, report anomalies, and see when fixes are implemented by the company.

Q: Who is behind the push for a right to repair?
A: The push for a right to repair is being led by organizations like Humane Intelligence, which builds red teaming exercises with nontechnical experts, governments, and civil society organizations to test AI for discrimination and bias.

The Apple Watch Series 10 is down to just $329 ahead of Black Friday

Phil
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0
The Apple Watch Series 10 is down to just 9 ahead of Black Friday

Black Friday Apple Watch Deals: Get the Best Price on the Latest Models

Apple Watch Deals for Black Friday 2022

Black Friday is nearly here, and many deals have already started to drop. If you’re in the market for a new Apple Watch, now is the perfect time to snag an amazing deal. We’ve scoured the web to bring you the best prices on the latest Apple Watch models, including the popular Apple Watch 10, Apple Watch Ultra 2, and Apple Watch SE.

Apple Watch 10: The Best Deal We’ve Found

The Apple Watch 10 is currently available for its lowest price ever on Amazon at $329. This is a must-have deal for those looking for a reliable and feature-packed smartwatch.

Other Apple Watch Deals to Consider

  • Apple Watch Ultra 2: You can get the Apple Watch Ultra 2 for a discounted price of $399 on Amazon.
  • Apple Watch SE: The Apple Watch SE is available for $249 on Amazon, a significant saving from its usual price.

Which Apple Watch is Right for You?

If you’re unsure which Apple Watch to choose, we have a guide to help you decide. Check out our [Apple Watch Ultra vs Ultra 2](link to guide) or [Apple Watch Generations](link to guide) comparison to find the perfect fit for your needs.

More Black Friday Deals on Apple Kit

  • [iPad Black Friday Deals](link to article)
  • [MacBook Black Friday Deals](link to article)

Stay Up-to-Date with the Best Deals

  • Sign up for our newsletter to receive the latest Black Friday deals and expert recommendations to help you upgrade your setup for less.

Frequently Asked Questions

Q: What is the best Apple Watch for me?
A: Check out our guides to help you decide which Apple Watch is right for you.

Q: Are these deals available in my region?
A: Yes, all deals mentioned in this article are available in various regions. Check the links provided for more information.

Q: Can I trust these deals?
A: Yes, we only feature deals from reputable retailers and ensure they are legitimate.

Q: How do I stay informed about more deals?
A: Sign up for our newsletter to receive the latest Black Friday deals and expert recommendations.

NVIDIA JetPack 6.1: Enhanced Performance and Security

Jordan Waverly
-
0
NVIDIA JetPack 6.1: Enhanced Performance and Security

JetPack 6.1: Continuous Evolution for Edge AI and Robotics

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