# OpenDiscoveryTrace: Process Traces for Evaluating AI Scientist Workflows

> *Machine translation (AI-generated content)*

**Published:** September 10, 2026
**Author:** Aayam Bansal, Keertan Balaji
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/opendiscoverytrace-process-traces-for-evaluating-ai-scientist-workflows

arXiv:2609.09203v1 Announce Type: new Abstract: Existing benchmarks for autonomous AI scientists evaluate only final outputs---generated code, hypotheses, or papers---yet discard the reasoning process by which those outputs were obtained. This makes it impossible to audit…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2609.09203)

**Tags:** #Google DeepMind #OpenAI #Anthropic #arXiv #Mistral AI

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