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Sprint projectAug 26, 2024

AI Research Paper Processor

Lincoln Vann-Wakelin, Ian Osorio Perez, Bhairavi Ahilan · Team Leaf

Submitted to AI capabilities and risks demo-jam. Sprint projects are early-stage work by participants, not Apart Research publications.

It takes in an arxiv paper id, condenses it to 1 or 2 sentences, then gives it to an LLM to try and recreate the original paper.

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  1. I am not sure what’s the capability being demonstrated or, more accurately, how it bears on any interesting future capabilities.

  2. Interesting approach.It seems unclear to me how this demo exemplifies capabilities, in that the inputs of the LLM does not seem very specified or constrained and that recreating an extract from a paper does not seem an arduous task anymore.I really liked the guessing game, and I think something like a “fake or real” game over different papers could be very interesting.

Cite this project

@misc{vannwakelin2024ai,
  title = {{AI Research Paper Processor}},
  author = {Lincoln Vann-Wakelin and Ian Osorio Perez and Bhairavi Ahilan},
  year = {2024},
  month = aug,
  note = {Submitted to AI capabilities and risks demo-jam, an Apart Research Sprint},
  howpublished = {\url{https://apartresearch.com/sprints/projects/ai-research-paper-processor}},
  url = {https://apartresearch.com/sprints/projects/ai-research-paper-processor}
}

Build something like this at the next Sprint

AI Collusion Research Sprint · Oct 23 - 25, 2026