# Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks

**Published:** October 2, 2026
**Author:** Timothy Kassis
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/scientific-agents-evaluating-profession-specific-system-prompts-on-scien

Detailed profession-specific system prompts raise token use and estimated cost per response without a consistent accuracy gain. We evaluate Scientific Agents, an open-source corpus of 503 profession-specific AGENTS.md profiles, with Gemini 3.8 Flash via OpenRouter in the Pi…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.00084)

**Tags:** #Google DeepMind #arXiv

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