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Word of the Day: gaggle

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This word has appeared in 100 articles on NYTimes.com in the past year. Can you use it in a sentence?

What’s Going On in This Graph? | Sept. 10, 2025

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This graph tells a story about butterfly populations over time. What is happening, and why?

What’s Going On in This Picture? | Sept. 8, 2025

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Look closely at this image, stripped of its caption, and join the moderated conversation about what you and other students see.

GUEST POST: What 130,000 Student Questions to AI Reveal About Critical Thinking

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GUEST POST: What 130,000 Student Questions to AI Reveal About Critical Thinking

Our research, detailed in the report Asking to Learn, examined nearly 130,000 anonymized queries from over 8,600 students using an AI study tool embedded within a digital biology textbook often used in introductory biology courses. We focused on the “Explain” feature of the tool, which invites students to ask questions in their own words, providing a direct window into their thought processes and authentic curiosity.

To analyze the cognitive depth of these questions, we used the revised Bloom’s Taxonomy as our framework, categorizing each query according to its cognitive process (e.g., Remember, Understand, Analyze) and knowledge dimension (e.g., Factual, Conceptual) (4). This allowed us to move beyond what students were asking to understand how they were thinking.

Beyond Fact-Checking: Evidence of Higher-Order Thinking

Unsurprisingly, a majority of the queries—about 80%—focused on foundational knowledge. Students asked the AI to define terms (“what are the different types of light microscopy?”) or explain core concepts (“can you explain cellular respiration to me like I’m a dummy”). This is entirely appropriate for an introductory course, where building a solid base of factual and conceptual knowledge is essential (5). It shows students are using the tool as intended: to reinforce their understanding of foundational concepts and ideas.

What truly excited us, however, was the proportion of questions that went deeper. Our analysis revealed that about one-third of all student inputs reflected more advanced levels of cognitive complexity. Furthermore, 20% of queries were classified at the “Analyze” level or higher—levels widely associated with critical thinking skills.

These queries were not simple requests for information. Students were asking hypothetical questions, critically assessing experimental methods or procedures, and evaluating information in complex ways. For instance:

·       “What might happen if the lysosome wasn’t in a separate compartment, or if it didn’t work?”

·       “How would I ‘build’ an organism to maximize its surface area to volume ratio?”

·       “If you had access to a microscope, how would you differentiate endomycorrhizae and ectomycorrhizae”

These examples show students actively grappling with the material, working with AI not just to retrieve facts, but to explore concepts and test their understanding in a meaningful way. They are not passively receiving information; they are actively framing their inquiries in a way that demonstrates deep cognitive engagement (6).

7 Reasons to Get Certified in GitHub Copilot & How to Prepare

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7 Reasons to Get Certified in GitHub Copilot & How to Prepare

Want to show you know your way around AI-powered coding? With Codecademy Pro, GitHub Copilot certification prep is now included in your membership, so you can work toward your credential while enhancing your tech skills. 

GitHub created these certifications to bridge the gap between AI hype and real-world skill, explains Ochuko Onojakpor, a Technical Writer at GitHub and an experienced full-stack Python developer. “Too many people were shouting ‘AI is the future’ without knowing how to actually use it,” he says. “GitHub saw the need to bring structure. The certification helps people prove they’re not just experimenting, but they’ve taken time to understand how Copilot fits into real-world dev life.”  

Read on to learn more about GitHub Copilot, the benefits of certification, and how to use your Codecademy account to prepare.  

Learn something new for free

What is GitHub Copilot? 

GitHub Copilot is an AI-powered coding assistant that uses GPT technology to generate relevant code from natural language descriptions. Unlike standard autocomplete coding tools, it provides full code snippets, functions, or blocks tailored to your project. “Think of it like having someone who’s read every GitHub repo ever, quietly giving you tips while you’re in your zone,” Ochuko says. “But you’re still the one doing the work, Copilot just removes the repetitive tasks like typing boilerplate or Googling syntax for the 100th time.”  

Since its launch in 2022, GitHub Copilot and has become an essential tool for newbie devs and advanced programmers alike. Many devs credit the tool for improving speed and productivity, but its benefits go far beyond efficiency. Surveys show that GitHub Copilot enhances developer satisfaction by reducing frustration, conserving mental energy, and sharpening focus. Developers also report that it increases job fulfillment, helps them maintain their workflow, and lessens the burden of repetitive tasks, resulting in a more engaging and enjoyable coding experience. 

What is GitHub Copilot certification?  

The GitHub Copilot certification exam, which you can register for through Microsoft Learn, takes a deep dive into both the technical and practical aspects of using GitHub Copilot effectively in real-world development. It covers key skills like understanding how GitHub Copilot generates suggestions, selecting the right plan for different use cases, and crafting prompts that yield useful results. You also have to demonstrate your ability to apply GitHub Copilot across various development tasks, write and validate tests, ensure responsible AI usage, and adhere to GitHub’s privacy and ethical guidelines. 

Pass the exam, and you get a certificate that you can download as well as a digital badge that you can display on your LinkedIn profile.  

Who is GitHub Copilot certification for?  

Devs at every level can benefit from getting certified in GitHub Copilot. “If you’ve touched code this year, this cert is for you,” Ochuko says. That said, you should have a fundamental understanding of GitHub and some hands-on experience using GitHub Copilot features. (Good to know: Our free courses Learn Git & GitHub and Intro to GitHub Copilot are awesome starting points!)   

Junior devs who are eager to distinguish themself in a crowded job market can leverage GitHub Copilot certification to land their first role. A senior engineer might use the credential to demonstrate continued learning and innovation in annual reviews. For freelancers, holding GitHub Copilot certification could help win contracts from clients seeking developers fluent in the latest AI-powered workflows. Meanwhile, a technical lead could encourage certification to keep their whole team — from new hires to tech leads — consistently up to speed with emerging best practices.  

7 benefits of GitHub Copilot certification 

Prove your skills: The GitHub Copilot certification demonstrates to employers and clients that you know how to use AI tools responsibly and effectively in the development workflow. 

Stay ahead: Tech is changing fast, and employers want developers who can keep up. Knowing how to use GitHub tools like Copilot shows that you’re building with what modern teams use. 

Efficiency: GitHub Copilot handles repetitive tasks like typing boilerplate or Googling syntax, allowing you to focus on solving problems. 

Real-world application: The certification helps bridge the gap between hype and real-world skill, proving that you understand how Copilot fits into real-world development. 

Versatility: It’s beneficial for developers at every level — juniors, seniors, freelancers, and teams — helping them stay fresh and competitive. 

Responsible usage: The certification ensures you know how to prompt Copilot properly, review its suggestions, and fit them into real workflows without shipping subpar code to production. 

Privacy and ethics: Understanding GitHub’s privacy guidelines and responsible AI usage is crucial, and the certification covers these aspects.  

Study for GitHub Copilot certification 

Earning your GitHub Copilot certification is a chance to grow as a developer, stay ahead in tech, and work smarter with AI tools. By mastering GitHub Copilot and using it responsibly, you’ll be ready to solve complex problems and build impactful solutions.  

Should 16-Year-Olds Be Allowed to Vote?

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Britain is lowering its voting age to 16. Is it time for the United States to do the same?

Can You Reach the Top of the Alison Leaderboard?

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Can You Reach the Top of the Alison Leaderboard?

Imagine logging in to your Alison Dashboard, excited to learn something new, and seeing your name climb the ranks, knowing your hard work is paying off.

That’s what the Alison Leaderboard is all about! It gives you a real-time snapshot of your learning progress and shows how you compare with millions of other Learners in your country and across the globe. There’s nothing like a touch of friendly competition to keep you motivated, and it’s backed by research, too. A recent study shows that 67% of students found gamified learning more engaging than traditional learning methods.

What is the Alison Leaderboard and Does It Work?

The Leaderboard is a dynamic list that ranks Alison Learners based on the XPs they’ve earned. ‘Wait, what are XPs? ‘ we hear you ask. XPs, or Experience Points, are the points you earn when you complete courses, pass quizzes, meet your daily learning goals, and keep up a consistent study routine.

The more active you are, the more XPs you gain, and the higher you climb. Logging in and learning regularly will grow your Daily Streak. It is also important to maintain habits and be consistent. A steady learning approach will inevitably lead to success, rather than relying on the occasional big burst of energy that you can’t keep up with regularly.

gamified learning on alison

The Joy of Measurable Progress

Seeing your name inch up the list is more than a number. It’s proof that you’re building knowledge, keeping commitments, and moving towards your goals. The Leaderboard offers a clear, visual way to track achievements and recognise your own persistence. Here are a few ways you can earn XPs:

  1. Complete short courses for quick wins. They add up and build momentum.
  2. Log in every day. Even short study sessions count towards your streak.
  3. Set weekly goals and Study Reminders. Aim for a certain number of lessons or modules.
  4. Stay active in different subjects. When you’re in learning mode, you can activate a 2x XP boost, which doubles the XP you earn for a limited time.
  5. Claiming your Alison Certificates. You earn XP for claiming your Certificate after completing your course.

How to Stay Motivated to Upskill

Motivation doesn’t just appear out of nowhere! It’s something that grows through small, continuous wins. Use the Leaderboard as a daily nudge to keep going. Pair it with personal study goals and rewards, like treating yourself when you hit a milestone. Joining a learning group can add another layer of friendly competition. Here are a few ways you can benefit from getting into a routine:

  • Focus on Consistency Over Intensity
    • Start with just a few minutes a day and slowly build up from there.
    • Small, regular learning sessions build momentum and long-term habits instead of trying to do everything in one sitting.
  • Integrate Learning Into Your Routine
    • Use habit stacking: link learning to existing daily habits (e.g., during lunch, before bed).
    • Making it automatic reduces reliance on willpower. Over a period of time, it will soon become a natural part of your day.
  • Start Small, Then Scale
    • Begin with one concept or module per session.
    • Gradually increase difficulty or duration as learning becomes easier.
  • Use Gamification to Boost Motivation
    • Earn Experience Points (XPs), maintain Learning Streaks, and compete on a Leaderboard.
    • Each completed lesson or quiz provides small wins that keep motivation high.
  • Connect Streaks to Real-Life Rewards
    • A streak isn’t just a number. It reflects progress toward career and personal goals.
    • Examples:
      • 15-day language streak → closer to a multilingual job opportunity.
      • Daily leadership lessons → improved team management.
  • Balance Fun and Purpose
    • Learning can be for enjoyment (e.g., photography, guitar) or career growth (e.g., Excel, cybersecurity).
    • Gamified learning supports both casual and professional goals by turning them into achievable milestones.

Join the Action, Your XP Journey Starts Now

Every point you earn is a step closer to your goals. Start climbing the Alison Leaderboard today and see how far you can go.

Learn more about Alison’s new gamified learning experience and how it can help you reach your learning goals.

gamified learning on alison

In Class

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What do you think this image is communicating?

Word of the Day: verbose

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This word has appeared in 24 articles on NYTimes.com in the past year. Can you use it in a sentence?

Real-World Transformation of Higher Education through Skills-Based and AI Literacy

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Real-World Transformation of Higher Education through Skills-Based and AI Literacy
  • How to apply to jobs online – look, folks are using ChatGPT here, and some companies are using AI for the recruiting and initial interviewing process.
  • How to use ChatGPT or other LLMs with prompts that will provide the results relevant to them – this is a big problem even in the corporate setting. Vendors overall have a big F here.
  • Technology Literacy on subjects they need to know and learn for the corporate setting
  • Basic life situations – dealing with credit cards, how to not get into debt
  • Real-world scenarios – Your faculty can create this, or you can find it online
  • Content around skill development and skills – a novel concept – okay, I’m being snarky here.
  • How to handle criticism – this is a big problem with the latest generation, and previous ones, too.
  • Mental Well-Being – Huge in the higher education setting

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