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Christoph Trattner

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Editorial Oct 2026

Keep AI-augmented science contestable.

As machine intelligence becomes part of science's epistemic infrastructure, steps must be taken to ensure that researchers who did not build, own, or operate the system can still contest how ideas and evidence became a claim.

Christoph Trattner · 0 citations
#artificial intelligence Preprint Aug 2026

Epistemic Transfer in AI-Assisted Verification: A Framework and Evaluation Protocol

This paper introduces the Epistemic Transfer Effect (ETE), which compares delayed unassisted performance across conditions, and Tool-Removal Cost (TRC), which measures the immediate drop in performance when the tool is taken away, and turns these ideas into a practical evaluation protocol that can be used in online exp...

Christoph Trattner · 0 citations

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