Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-agentic-when-not-to-use-an-agent-r7a8-teen

1. What is the core idea behind "Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code"?

   1. For one-off questions, a regular chatbot is faster, cheaper, and less risky than firing up an agent.
   2. GAIA: 466 real-world assistant tasks across three difficulty tiers.
   3. Reconcile bills against logs for you.
   4. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…

2. Which term best describes a foundational idea in "Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code"?

   1. agent overuse
   2. right tool
   3. efficiency
   4. judgment

3. A learner studying Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code would need to understand which concept?

   1. right tool
   2. efficiency
   3. agent overuse
   4. judgment

4. Which of these is directly relevant to Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

   1. right tool
   2. agent overuse
   3. judgment
   4. efficiency

5. Which of the following is a key point about Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

   1. Question: 'Explain this stack trace' — use chat, not Claude Code (no files need editing).
   2. Question: 'What's a good name for this variable?' — use chat (no tool calls needed).
   3. Task: 'Refactor my whole module to use hooks' — use Claude Code (multi-file, needs to run tests).
   4. Task: 'Find every place we hard-coded the API URL' — use an agent (needs to search files).

6. Which of these does NOT belong in a discussion of Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

   1. GAIA: 466 real-world assistant tasks across three difficulty tiers.
   2. Question: 'Explain this stack trace' — use chat, not Claude Code (no files need editing).
   3. Task: 'Refactor my whole module to use hooks' — use Claude Code (multi-file, needs to run tests).
   4. Question: 'What's a good name for this variable?' — use chat (no tool calls needed).

7. What is the key insight about "The rule" in the context of Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

   1. GAIA: 466 real-world assistant tasks across three difficulty tiers.
   2. Reconcile bills against logs for you.
   3. If the work fits in one paste-and-reply, don't summon an agent. Save the agent for the alt-tab marathons.
   4. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…

8. Which statement accurately describes an aspect of Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

   1. GAIA: 466 real-world assistant tasks across three difficulty tiers.
   2. Reconcile bills against logs for you.
   3. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…
   4. Agents are exciting and you'll want to use them for everything. Don't. For 'what does this regex mean?' a regular ChatGPT or Claude reply is…

9. What does working with Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code typically involve?

   1. Make a list of three things you did with an agent last week. Honestly, would chat have been faster for any of them?
   2. GAIA: 466 real-world assistant tasks across three difficulty tiers.
   3. Reconcile bills against logs for you.
   4. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…

10. Which best describes the scope of "Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code"?

    1. It is unrelated to agentic workflows
    2. It focuses on For one-off questions, a regular chatbot is faster, cheaper, and less risky than firing up an agent.
    3. It applies only to the opposite beginner tier
    4. It was deprecated in 2024 and no longer relevant

11. Which section heading best belongs in a lesson about Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

    1. GAIA: 466 real-world assistant tasks across three difficulty tiers.
    2. Reconcile bills against logs for you.
    3. Some examples
    4. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…

12. Which section heading best belongs in a lesson about Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

    1. GAIA: 466 real-world assistant tasks across three difficulty tiers.
    2. Reconcile bills against logs for you.
    3. Keep tenant A's data out of tenant B's agent context, even when the LLM provider…
    4. Try it!

13. Which of the following is a concept covered in Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

    1. right tool
    2. agent overuse
    3. efficiency
    4. judgment

14. Which of the following is a concept covered in Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

    1. right tool
    2. agent overuse
    3. efficiency
    4. judgment

15. Which of the following is a concept covered in Tasks Where a Plain ChatGPT Beats an Agent Like Claude Code?

    1. right tool
    2. agent overuse
    3. efficiency
    4. judgment