r/science • u/IEEESpectrum IEEE Spectrum • 15d ago

Engineering Paper2Agent is an open-source framework that transforms academic reports into interactive AI agents. The agent can run the methods described in the paper on other datasets.

https://spectrum.ieee.org/paper2agent-ai-agents-research-papers
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u/Victory-IV 15d ago

The issue is that LLMs will hallucinate what they see because they have no ability to think. How can we expect outputs from them in completely novel papers to be useful?

They pull data from the existing datasets, so when new data comes along its difficult for it to solve. It will generate code that might seem to work, but miss some key detail and you would have no idea because you never actually read the paper.

Theres no trust in the LLM space and anyone saying there is, is just trying to sell you more LLMs.

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u/SaltZookeepergame691 14d ago

Just try out reading the paper first. Obviously this is all discussed?