How Circular Deals Are Driving the AI Boom

B2 – Upper Intermediate

Artificial intelligence is attracting massive investment from some of the world’s biggest companies. Billions of dollars are being poured into data centers, energy infrastructure, and advanced chips, with many investors treating AI as a growth engine that cannot fail. At the same time, questions are growing about profitability, rising costs, and whether this surge could turn into another tech bubble similar to the dot-com crash.

Watch the full video to explore how money is moving through the AI industry, why some experts are worried, and what’s at stake if expectations don’t match reality.

Vocabulary Questions

  1. What does “circular deal” mean in the sentence, “A precarious investment strategy is emerging multi-billion dollar circular deals.”? Use it in a sentence.
  2. What does “to bank on something” mean in the sentence, “Investors are really banking on incredible growth”? Use it in a sentence.
  3. What does “canary in the coal mine” mean in the sentence, “And these AI data center companies, they are the kind of canary in the coal mine”? Use it in a sentence.

Discussion Questions

  1. Why do you think so many investors are willing to spend billions on AI even though many projects are not yet profitable?
  2. How is the current AI boom similar to the dot-com bubble, according to the video?
  3. What risks do ordinary people face if an AI bubble were to burst?
  4. Do you think large technology companies are becoming “too big to fail”? Why or why not?
  5. In your opinion, can AI still succeed as a technology even if some companies fail along the way?

You Need to Be Bored

B2 – Upper Intermediate

Most of us do everything we can to avoid boredom. We scroll, stream, or check our phones the moment there’s nothing else to do. But this video challenges that habit and argues that boredom plays an important role in helping us think, reflect, and find meaning in our lives.

Watch the video to hear why boredom isn’t something to escape, and how constantly avoiding it may be affecting our mental health.

Vocabulary Questions

  1. What does “default mode network” mean in the sentence, “Boredom is a tendency for us to not be occupied otherwise cognitively, which switches over our thinking system to use a part of our brain that’s called the default mode network”? Use it in a sentence.
  2. What does “doom loop” mean in the sentence, “Well, that’s a big problem. That’s a doom loop of meaning”? Use it in a sentence.
  3. What does “get your arms around” mean in the sentence, “Because it sends you to the types of questions that you can’t get your mind around. You can’t get your arms around”? Use it in a sentence.

Discussion Questions

  1. Why do you think people are so uncomfortable with boredom?
  2. How does boredom help people think about meaning and purpose, according to the video?
  3. Do you agree that smartphones make it harder to reflect on life? Why or why not?
  4. Have you ever had good ideas when you were bored? What were you doing at the time?
  5. Would you be willing to try short periods without your phone during the day? Why or why not?

Brand Name vs. Generic

B2 – Upper Intermediate

Strolling through the grocery aisles, we tend to see millions of different products, all with different brands. Most of us tend to trust in the more well-known brands like Coca-Cola, Pringles, Oreos, and so much more, perceiving these products as high-quality and worth their price. However, all across the aisles are dozens upon dozens of rip-off brands, emulating their well-known counterparts but at a much cheaper price.

Could there be a difference between the two types of brands?

To find out more, watch the video below.

Vocabulary Questions:

  1. What does “to give someone a sense of something” mean?  “Even if they aren’t identical, which they sometimes are, it will give you a sense of how similar they can be.” Use this idiom in a sentence and give a synonym.
  2. What does “bioequivalence” mean?  “The generic drugs go through a series of stringent regulatory testing to prove their bioequivalence to the brand name.” Use this term in a sentence and give a synonym.
  3. What is the meaning of “counterpart”? “
    Next time you are at the grocery store, try and compare the ingredient list and nutritional information of a generic item with its brand counterpart.” 
    Use this word to make your own sentence and give a synonym.

Discussion Questions:

  1. In your opinion, is there a quality difference between store brand and name brand products?
  2. What makes a product stand out to you in the grocery? Is it the brand or something else?
  3. Has your perception of product brands influenced your decision-making before? If yes, how so?

The 3-2-1 Speaking Trick 

B2 – Upper Intermediate 

Some people find themselves rambling when they need to make a speech. Do you ever wonder how those people who have excellent communication skills do it? 

There are tricks that you can pull up your sleeves to make you sound like a CEO. 

Watch the video on some mindset shifts that can help change the way you speak.

Vocabulary Questions:

  1. What does “neural echo effect” mean? “People mirror your micro-behaviors. This is something called the neural echo effect.” Use the term in a sentence and give a synonym.
  2. What does “” mean? “People judge your intelligence by clarity and not complexity. It’s called the simplicity anchor.” Use the term in a sentence and give a synonym.
  3. What does “curiosity loop” mean? “Questions increase dopamine. They call this the curiosity loop.” Use the term in a sentence and give a synonym.

Discussion Questions:

  1. Share your thoughts on the 3-2-1 speaking trick. (1. Pause for 3 seconds. 2. Give only 2 points. 3. End with 1 question.) Can you imagine applying this in some difficult speaking situations/conversations? If you already practice this, share your experience/s.
  2. Have you ever noticed others mirroring your micro-behaviors in a room full of people? Talk about some instances.
  3. One of the things that’s important in speaking in this day and age where we have shorter attention span than ever is “speaking in sprints, not streams”. This trick is especially useful during fights/disagreements. What are your thoughts on this? 
  4. Talk about your experience making a speech. What are your secrets to be able to communicate your ideas effectively?
  5. In your opinion and personal experience, how important is gesture priming or gesturing before you speak?
  6. What do you think about this, “The way you start a conversation matters more than the conversation itself.“?

Parents Saving Millions For Their Children

B2 – Upper Intermediate 

They say that starting your children off right could lead to generational wealth. Many parents save and invest so their kids can do better than them. They believe that saving up for their children could set them up for a better, brighter future.

Watch the video about some parents talking about saving millions for their children.

Vocabulary Questions:

  1. What does “generational wealth” mean? “Starting your children off right leads to generational wealth.” Use the term in a sentence and give a synonym.
  2. What does “full-ride scholarship” mean? “I went to South Carolina State University on a full-ride tennis scholarship.” Use the term in a sentence and give a synonym.
  3. What does “back-of-the-envelope calculation” mean? “I did simple back-of-the-envelope calculations in an Excel spreadsheet on how much I needed to be happy and comfortable; and maybe to raise a family.” Use the idiom in a sentence and give a synonym.

Discussion Questions:

  1. What is your opinion about parents saving all their money for their children and their future? What might be the pros and cons when parents do this?
  2. Is this practice a commonplace in your country/culture? Talk about it.
  3. Do you agree or not, “Starting your children off right leads to generational wealth.”? Share your thoughts.
  4. What would you do if you were born into generational wealth? How different do you think your life would have been?

Families Choose Homeschooling to Educate Their Children

B2 – Upper Intermediate

In recent years, more parents have started to choose homeschooling instead of traditional public schools. Even though homeschooling is still not officially allowed by law, many families are quietly teaching their children at home. This is especially true for parents who are unhappy with long school hours, heavy exam pressure, and a school system that treats all students the same. These parents want more flexible schedules, learning that fits their child’s needs, and less academic stress. This trend shows that people are beginning to question how education should change in a fast-changing society.

Watch the video to learn more and be ready to answer the discussion questions.

Vocabulary Questions:

  1. What does “oversight” mean? “Homeschooling is growing in all three of our states and each one has its own rules, but they don’t all have the same oversight.” Use it in a sentence and give a synonym or a similar expression. 
  2. What does “wellness check” mean? “Parents must demonstrate that the child is learning and allow the school district to perform a wellness check.” Use it in a sentence and give a synonym or a similar expression. 
  3. What does “under the auspices” mean? “A couple was accused of abusing their daughter for years and keeping her in a dog cage under the auspices that she was being homeschooled.” Use it in a sentence and give a synonym or a similar expression. 

Discussion Questions:

  1. What problems in traditional schools might cause parents to choose homeschooling?
  2. Do you think homeschooling is a good solution for families who are unhappy with the public school system? Should the government allow homeschooling if parents believe it is better for their children? Share your insights.
  3. Share your opinion on this, “When parents choose to educate a child elsewhere than at school, they are responsible for the educational outcomes of the child. The board of education is not required or authorized to monitor the outcomes of the child.
  4. What are your personal thoughts on homeschooling?
  5. How could the rise of homeschooling affect children’s social skills and future opportunities?

Baby Girls Now More Popular Than Boys

B2 – Upper Intermediate

In recent years, conversations about gender preferences have begun to shift, raising the question of whether baby girls are now more popular than boys. Cultural trends, changing family values, and social media influence how people perceive and celebrate gender, potentially reshaping long-standing preferences. This topic invites a closer look at whether these changes reflect real societal shifts or simply evolving attitudes and expressions.

Watch the video and be able to answer questions below.


Vocabulary Questions:

  1. What does “to leave it up to (someone/something)” mean?
    “If you leave it up to nature, there are roughly 105 male births for every 100 female ones.
    ” Use the phrase in a sentence. Give a synonym or a similar expression.
  2. What does “a torrent of (something)” mean? “Meanwhile, the world has recently been exposed to a torrent of news about poor male behavior.” Use the phrase in a sentence. Give a synonym or a similar expression.
  3. What does “skewed” mean? In China, which has a skewed sex ratio, there are so many men that they often end up unmarried and childless.” Use the word in a sentence. Give a synonym or a similar expression.

Discussion Questions:

  1. Do you think society genuinely favors baby girls more than boys today, or is this just a trend driven by media and social networks?
  2. In your opinion, is having a preference for a baby’s gender harmless, or can it lead to long-term social consequences?
  3. What social or cultural factors might influence a growing preference for baby girls in some societies?
  4. Are preferences for a child’s gender changing globally, or do they vary significantly by culture and region?
  5. Share your thoughts on picking your child’s gender being illegal. What do you think about some parents and doctors quietly ignoring this law in some countries?

Nursing Degree Loses Professional Status

B2 – Upper Intermediate

The recent restrictions in President Trump’s “big, beautiful bill” that omit nursing from a list of professional degrees shocked many. The law will limit the amount of student loans available to nursing students. It means lowering reimbursement to their tuitions, which could only suggest that nurses don’t matter anymore despite the shortage of healthcare personnel and the nature of the profession.

To find out more, watch the video below.

Vocabulary Questions:

  1. What does tucked into” mean? “A new set of regulations tucked into the Trump’ Administration’s Big Beautiful bill removes nursing from a list of professional degree.” Use this term in a sentence. Give a synonym.
  2. What does “ socio-economic ladder” mean?  “You limit a lot of women and minorities women access to further climb the socio-economic ladder.” Use this phrase in a sentence and give a synonym.
  3. What is the “Title VIII funding”?  “Not only did they move into this rise committee, but they were moved title VIII funding.” Use this expression to make your own sentence and give a synonym

Discussion Questions:

  1. What are your thoughts on the removal of nursing from the professional list in the US?
  2. How will this affect the current healthcare system?
  3. Who does this removal affect most?
  4. If you were the president of the US, would you remove nurses from the the list of professional degrees? And why?
  5. In what way would this decision be revoked from the “Big, Beautiful Bill”?

Economic Warning Signs Despite Record Holiday Shopping

B2 – Upper Intermediate

Despite record-breaking holiday shopping sales, new warning signs are emerging in the economy. Strong consumer spending may suggest confidence on the surface, but underlying issues such as rising debt, persistent inflation, and slowing job growth point to potential financial strain ahead. This contrast highlights growing concerns that robust retail activity may be masking deeper economic challenges.

Watch the video and be able to answer the questions below.


Vocabulary Questions:

  1. Explain “K-shaped economy.” “Experts say they’re seeing consumers going in two directions; what they’re calling a K-shaped economy.” Use the term in a sentence.
  2. What does the expression “take a hit” mean? “People are struggling with the economy so everyone has taken a hit.” Make one sentence using this idiom.
  3. What does the phrase “dig for deals” mean? “This holiday season, while some shoppers splurge, others are digging for deals.” Use the expression in a sentence.


Discussion Questions:

  1. Do you think strong holiday shopping is a reliable sign of economic strength, or can it be misleading? Why?
  2. In your opinion, should governments be concerned about warning signs even when consumer spending remains high?
  3. How can record holiday shopping coexist with economic warning signs such as rising debt or slowing job growth?
  4. What economic indicators should be examined beyond consumer spending to better understand the true health of the economy?

AI Model Challenges OpenAI

B2 – Upper Intermediate

This AI can be utilised by students, professionals, and everyday users to enhance productivity, creativity, and problem-solving abilities. Its versatility makes it a powerful tool for both learning and daily tasks.

OLMo 3 is an advanced AI language model that helps people with tasks like answering questions, generating text, and learning new things. It is faster and smarter than previous versions, providing more accurate and helpful responses.

You can watch the video to learn more about this new technology.

Vocabulary Questions:

  1. What does the adjective  “open‑source” mean? “It is the new open‑source model that is designed to compete at the highest level.” Use it in a sentence. 
  2. What does the phrase “put every card on the table” mean? “By putting every card on the table, its creators are betting that thousands of developers building in public can out-innovate any single secretive lab.” Use it in a sentence. 
  3. What does the word “out-innovate” mean? “By putting every card on the table, its creators are betting that thousands of developers building in public can out-innovate any single secretive lab.” Use it in a sentence. 

Discussion Questions:

  1. Have you heard of OLMo3? What do you know about it?
  2. What are your thoughts on radical transparency in AI?
  3. Why is radical transparency in AI important?
  4. Compare closed AI models (like ChatGPT) and open-source models (like OLMo 3). Which approach do you prefer and why?
  5. OLMo 3 is called a “glass‑box AI” instead of a “black-box AI.” What do you think this means?