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create LLM writing workshop ~60 minutes (#213)
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# LLM Writing 1 | ||
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## Overview | ||
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A workshop to help you write meaningful texts with AI and stop dismaying us all with gibberish. | ||
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## Learning Objectives | ||
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```objectives | ||
- [ ] Generate texts with multiple large language models (LLM) | ||
- [ ] Compare the texts generated by different LLMs | ||
- [ ] Identify the **problems** with the generated texts | ||
- [ ] Use the strengths and weaknesses of different LLMs to write your own text | ||
``` | ||
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## Requirements | ||
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1. Open accounts with [Claude](https://claude.ai/), [ChatGPT](https://chatgpt.com/), and [Gemini](https://gemini.google.com/) (or similar) | ||
1. Open each account in a separate tab | ||
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I have provided a series of queries for you to run in a sequenced dialogue. Just as in coding, you will use the predict explain loop to first make a prediction yourself and then compare against the computer output. | ||
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```mermaid | ||
graph LR | ||
A[Predict the answer] | ||
B[Explain why you think that] | ||
C[Run the prompt] | ||
D[Compare the replies] | ||
E[Update your mental model] | ||
A --> B | ||
B --> C | ||
C --> D | ||
D --> E | ||
E --> A | ||
``` | ||
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## Workshop | ||
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<!--{{<note type="tip" title="1. Generate">}}--> | ||
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### One, generate | ||
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Copy and paste the following prompt into each 🤖 LLM dialog: | ||
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> Write a 250 word essay reflecting on your strengths and development areas as a result of feedback and what is one action for each you will take. | ||
<!-- {{</note>}}--> | ||
<!--{{<note type="tip" title="2. Compare">}}--> | ||
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### Two, compare | ||
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Now copy and paste each 🤖 LLM response into one google doc, so all three replies are in one doc. Read the replies. All three are easily identifiable as 🤖 LLM generated texts. Can you tell why this is? **✍🏽 Write down your ideas**. | ||
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Next, add the following prompt to the first line of your google doc: | ||
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> All three are easily identifiable as LLM generated texts. Can you tell why this is? | ||
Now **paste the entire text** of the doc you just made into each LLM dialog and read the replies. How do your ideas compare to the LLM responses to the same question? | ||
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<!-- {{</note>}}--> | ||
<!--{{<note type="tip" title="3. Revise">}}--> | ||
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### Three, revise | ||
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How would you fix this? **✍🏽 Write down your ideas.** | ||
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Next, ask each 🤖 LLM in turn, by pasting the prompt: | ||
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> How would you fix this? | ||
<!-- {{</note>}}--> | ||
<!--{{<note type="tip" title="4. Reflect">}}--> | ||
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### Four, reflect | ||
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You are using 🤖 LLM to write your essays and reflections but your reviewers often say your writing is generic and pointless. How can you improve? **✍🏽 Write down your ideas.** | ||
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Finally, ask each 🤖 LLM in turn, by pasting the prompt: | ||
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> I use you to write my essays and reflections but my teacher says my writing is generic and pointless. How can I improve? | ||
<!-- {{</note>}}--> | ||
<!--{{<note type="tip" title="5. Create">}}--> | ||
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### Five, create | ||
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✍🏽 Write a 250 word essay reflecting on your strengths and development areas as a result of feedback and one action you will take for each area. | ||
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<!-- {{</note>}}--> | ||
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## Acceptance Criteria | ||
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- I have generated multiple texts with different LLMs | ||
- I have written down my own ideas first and then compared them to the LLM | ||
- I have clearly identified the problems with the generated texts | ||
- I can explain the difference between superficial fluency and meaningful information |
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