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What I Learned Using Private LLMs to Write an Undergraduate History Essay

Dec 30, 2023 - zwischenzugs.com
The author of the article revisits an undergraduate essay question from 1996 using AI technology in 2023. He uses a combination of AI tools, including ChatGPT 3, PrivateGPT, and Ollama (and Llama2:70b), to gather sources, generate essay plans, and write the essay. The process is significantly faster and more efficient than the traditional method of researching and writing, but the author notes that the AI-generated essay is shorter and of lower quality than his original essay.

The author concludes that while AI can significantly boost productivity and speed in essay writing, it cannot replace hard study and deep understanding of the texts. He also notes that private LLMs can be more useful than ChatGPT3.5 for this type of work due to their ability to identify relevant passages of text. He suggests that further research could potentially combine the capabilities of different AI tools to improve the essay writing process.

Key takeaways:

  • The author used AI models to rewrite an undergraduate essay from 1996, comparing the experience and results with the original process and essay.
  • While AI models like ChatGPT and Llama2:70b significantly reduced the time spent on research and writing, the author found that the quality of the AI-assisted essay was not as high as the original.
  • Despite the limitations, the author believes that AI can greatly increase productivity for students, especially when combined with traditional study methods.
  • The author also noted that AI models have a tendency to 'hallucinate' or generate plausible but false information, which can lead to wasted time and incorrect information in the essay.
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