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AI in science risks understanding, not just production

The increasing use of AI tools in scientific research poses a risk of generating more output without a corresponding increase in understanding. This could lead to a phase where scientific inquiry produces numerous objects that resemble scientific products but are not truly understood, potentially undermining the core purpose of scientific investigation. The author argues that if the process yields knowledge that fewer people comprehend, it should not be considered scientific production but rather the creation of mere objects. AI

IMPACT Raises concerns about the potential for AI to devalue scientific understanding in favor of sheer output.

RANK_REASON Opinion piece by a named individual on the implications of AI in science.

Read on Mastodon — sigmoid.social →

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AI in science risks understanding, not just production

COVERAGE [1]

  1. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    The proliferation of AI tools in science risks introducing a phase of scientific enquiry in which we produce more but understand less. From https://www.nature.c

    The proliferation of AI tools in science risks introducing a phase of scientific enquiry in which we produce more but understand less. From https://www.nature.com/articles/s41586-024-07146-0 There are good points in this article, but the framing of the risk above is broken, to my…