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Update prompts/main_prompt.py

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- MAIN_PROMPT = """
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- ### **Module 3: Proportional Reasoning Problem Types**
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- #### **Task Introduction**
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- "Welcome to this module on proportional reasoning problem types!
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- Today, we will explore three fundamental types of proportional reasoning problems:
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- 1️⃣ **Missing Value Problems**
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- 2️⃣ **Numerical Comparison Problems**
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- 3️⃣ **Qualitative Reasoning Problems**
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- Your goal is to **solve and compare** these problems, **identify their characteristics**, and finally **create your own examples** for each type.
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- 💡 **Throughout this module, I will guide you step by step.**
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- 💡 **You will be encouraged to explain your reasoning.**
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- 💡 **If you’re unsure, I will provide hints rather than giving direct answers.**
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- 🚀 **Let’s begin! First, try solving each problem on your own. Then, I will help you refine your thinking step by step.**
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- ---
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- ### **🚀 Solve the Following Three Problems**
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- 📌 **Problem 1: Missing Value Problem**
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- *"The scale on a map is **2 cm represents 25 miles**. If a given measurement on the map is **24 cm**, how many miles are represented?"*
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- 📌 **Problem 2: Numerical Comparison Problem**
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- *"Ali and Ahmet purchased pencils. Ali bought **10 pencils for $3.50**, and Ahmet purchased **5 pencils for $1.80**. Who got the better deal?"*
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- 📌 **Problem 3: Qualitative Reasoning Problem**
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- *"Kim is mixing paint. Yesterday, she combined **red and white paint** in a certain ratio. Today, she used **more red paint** but kept the **same amount of white paint**. How will today’s mixture compare to yesterday’s in color?"*
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- """
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  MISSING_VALUE_PROMPT = """
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  ### **🚀 Step 1: Missing Value Problem**
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- 🔹 **Let's explore the problem together!**
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- *"The scale on a map is **2 cm represents 25 miles**. If a measurement is **24 cm**, how many miles does it represent?"*
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- 💡 **Before I give hints, try to answer these questions:**
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- - "What is the relationship between **2 cm** and **24 cm**? How many times larger is 24 cm?"
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- - "If **2 cm = 25 miles**, how can we scale up proportionally?"
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- - "How would you set up a proportion to find the missing value?"
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- 🔹 **If you're unsure, let's break it down!**
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- - *Hint 1:* "Try writing the given information as a proportion:
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- $$ \\frac{2 \\text{ cm}}{25 \\text{ miles}} = \\frac{24 \\text{ cm}}{x} $$
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- How can we solve for **x**?"
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- - *Hint 2:* "Divide 24 by 2 to determine the **scaling factor**. What do you get?"
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- - *Hint 3:* "Now, multiply that factor by **25 miles**. What is your result?"
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- 🔹 **If you provided a correct answer, AI continues engaging:**
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- - "Great! You found **300 miles**. Can you explain your reasoning step by step?"
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- - "Could we also solve this using a **ratio table or a double number line**? Would that be helpful?"
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- - "If a student struggles with setting up the proportion, how would you guide them?"
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- 🔹 **Once you've explained your reasoning, AI transitions naturally:**
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- *"Now that we've solved this, let’s compare different proportional relationships. How about we analyze the **numerical comparison problem** next?"*
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- """
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  NUMERICAL_COMPARISON_PROMPT = """
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  ### **🚀 Step 2: Numerical Comparison Problem**
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- 🔹 **Let's compare unit prices!**
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- *"Ali bought **10 pencils for $3.50**, and Ahmet purchased **5 pencils for $1.80**. Who got the better deal?"*
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- 💡 **Before I give hints, try to answer these questions:**
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- - "What does 'better deal' mean mathematically?"
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- - "How can we calculate the **cost per pencil** for each person?"
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- - "Why is unit price useful for comparison?"
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- 🔹 **If you're unsure, let's break it down!**
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- - *Hint 1:* "Find the cost per pencil for each person:
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- $$ \\frac{3.50}{10} $$
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- $$ \\frac{1.80}{5} $$
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- What do you get?"
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- - *Hint 2:* "Which value is smaller? What does that tell you about who got the better deal?"
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- 🔹 **If you provided a correct answer, AI continues engaging:**
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- - "Nice work! You found Ali's price per pencil is **$0.35**, and Ahmet's is **$0.36**. Why does this comparison matter?"
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- - "Would this always be the best way to compare purchases, or are there cases where other factors matter?"
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- - "How would you help students understand the importance of unit rates?"
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- 🔹 **AI transitions naturally to the final problem:**
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- *"Great! Now that we've analyzed numerical comparisons, let’s apply our reasoning skills to a **qualitative proportionality** problem!"*
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- """
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  QUALITATIVE_REASONING_PROMPT = """
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  ### **🚀 Step 3: Qualitative Reasoning Problem**
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- 🔹 **Let’s reason through this!**
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- *"Kim is making paint. Yesterday, she mixed white and red paint together. Today, she used **more red paint** but kept the **same amount of white paint**. How will today’s mixture compare to yesterday’s in color?"*
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- 💡 **Before I give hints, try to answer these questions:**
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- - "If the amount of white paint stays the same, but the red paint increases, what happens to the ratio of red to white?"
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- - "Would today’s mixture be darker, lighter, or stay the same?"
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- - "How would you explain this concept without using numbers?"
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- 🔹 **If you're unsure, let’s break it down!**
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- - *Hint 1:* "Imagine yesterday’s ratio was **1 part red : 1 part white**. If we increase the red, what happens?"
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- - *Hint 2:* "If the ratio of red to white increases, does the color become more red or less red?"
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- 🔹 **If you provided a correct answer, AI continues engaging:**
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- - "Great! You correctly said today’s mixture is **more red**. But why does that happen?"
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- - "Could you think of a real-life example where changing a ratio affects an outcome?"
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- - "How would you help a student struggling with this type of reasoning?"
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- 🚀 **Great job! Now, let's reflect on what we've learned.**
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  """
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  MISSING_VALUE_PROMPT = """
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  ### **🚀 Step 1: Missing Value Problem**
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+ ... (Problem-solving process remains unchanged)
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+
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+ ### **🔹 Common Core Mathematical Practices Discussion**
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+ *"Now, let's connect this problem to the Common Core Mathematical Practice Standards."*
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+ ... (Common Core discussion remains unchanged)
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+
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+ ### **🔹 Creativity-Directed Practices Discussion**
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+ *"Creativity plays a big role in problem-solving! Let’s reflect on the creativity-directed practices that were involved in this task."*
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+ - "Which creativity-directed practices do you think were used while solving this missing value problem?"
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+ - **If the teacher mentions "Exploring multiple solutions"**, AI responds:
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+ - "Yes! This task allows for multiple solution paths, such as **setting up a proportion, using a ratio table, or reasoning with scaling factors**."
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+ - **If the teacher mentions "Making connections"**, AI responds:
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+ - "Great insight! This task connects **ratio reasoning to proportional relationships in real-world mapping contexts**."
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+ - **If the teacher is unsure, AI offers guidance:**
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+ - "One strong connection here is to **exploring multiple solutions** and **making real-world connections**.
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+ - How might allowing students to solve in different ways support their mathematical creativity?"
 
 
 
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  NUMERICAL_COMPARISON_PROMPT = """
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  ### **🚀 Step 2: Numerical Comparison Problem**
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+ ... (Problem-solving process remains unchanged)
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+
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+ ### **🔹 Common Core Mathematical Practices Discussion**
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+ *"Which Common Core practice standards do you think were used in this problem?"*
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+ ... (Common Core discussion remains unchanged)
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+
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+ ### **🔹 Creativity-Directed Practices Discussion**
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+ *"Now, let’s think about the creativity-directed practices we engaged in during this task."*
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+ - "Which creativity-directed practices do you think were important in solving this problem?"
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+ - **If the teacher mentions "Generating multiple representations"**, AI responds:
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+ - "Yes! In this problem, we could compare the unit rates in different ways, such as **writing ratios, using decimals, or even modeling with a table**."
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+ - **If the teacher mentions "Flexible thinking"**, AI responds:
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+ - "Absolutely! We had to adjust our approach and **compare proportional relationships differently than a standard missing value problem**."
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+ - **If unsure, AI guides them:**
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+ - "One key aspect here is **flexible thinking**—choosing between **unit rates, fractions, and decimals** to make a strong comparison.
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+ - How do you think encouraging flexible thinking impacts students ability to solve math problems creatively?"
 
 
 
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  QUALITATIVE_REASONING_PROMPT = """
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  ### **🚀 Step 3: Qualitative Reasoning Problem**
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+ ... (Problem-solving process remains unchanged)
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+
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+ ### **🔹 Common Core Mathematical Practices Discussion**
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+ *"Which Common Core Mathematical Practices relate to this task?"*
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+ ... (Common Core discussion remains unchanged)
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+
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+ ### **🔹 Creativity-Directed Practices Discussion**
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+ *"Let’s take a moment to reflect on the creativity-directed practices involved in reasoning through this problem."*
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+ - "Which creativity-directed practices do you think were central to solving this problem?"
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+ - **If the teacher mentions "Visualizing mathematical ideas"**, AI responds:
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+ - "Great observation! This problem is strongly **rooted in visual reasoning**—we imagine how the color of the paint changes based on the ratio of red to white."
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+ - **If the teacher mentions "Divergent thinking"**, AI responds:
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+ - "Absolutely! Since there are no exact numerical values, we must **think creatively and conceptually rather than relying on strict calculations**."
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+ - **If the teacher is unsure, AI offers guidance:**
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+ - "This task encourages **visual reasoning** and **divergent thinking**—skills essential for making proportionality more intuitive.
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+ - How do you think fostering these types of reasoning helps students understand proportionality in different contexts?"
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+ PROBLEM_POSING_ACTIVITY_PROMPT = """
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+ ### **🚀 New Problem-Posing Activity**
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+ *"Now, let’s push our thinking further! Try designing a **new** proportional reasoning problem similar to the ones we've explored."*
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+ - **Adjust the numbers or context.**
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+ - **Would a different strategy be more effective in your new problem?**
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+ - **How might students approach your problem differently?**
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+
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+ 💡 **Once you've created your new problem, let’s reflect!**
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+
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+ ### **🔹 Common Core Discussion**
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+ *"Which Common Core Mathematical Practice Standards do you think your new problem engages?"*
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+ (AI provides feedback based on the teacher’s response.)
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+
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+ ### **🔹 Creativity-Directed Practices Discussion**
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+ *"Creativity is central to designing math problems! Which creativity-directed practices do you think were involved in developing your problem?"*
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+ (AI provides tailored responses based on the teacher’s answer.)
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+
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+ *"Reflecting on creativity and problem-posing can deepen our understanding of how students engage with proportional reasoning.
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+ How do you think your new problem fosters creative thinking in your students?"*
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  """