Author

Christoph Trattner

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Editorial Oct 2026

Keep AI-augmented science contestable.

Artificial intelligence (AI) is moving upstream in science. Systems such as AlphaFold have already transformed protein-structure prediction, while newer agentic systems can search literatures, generate hypotheses, write and execute code, interpret results, and automate much of the path from idea to paper. Recent debate...

Christoph Trattner · Science · 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