Keep AI-augmented science contestable.

AI systems are increasingly shaping scientific inquiry, raising concerns about contestability and the influence of non-human agents in decision-making processes.

• Why it matters: As AI becomes embedded in the core of scientific discovery, it risks reducing transparency and marginalizing human oversight, which could undermine trust and diversity of ideas.
• What they did: The authors analyze the evolving role of AI in science and argue for mechanisms that allow researchers outside the system’s creators to challenge how questions are posed and evidence is interpreted.
• The result: Implementing safeguards for contestability will help maintain scientific rigor, transparency, and inclusivity as AI-driven systems become integral to research workflows.