Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks
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…
AI Summary & Key Takeaways
- 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…
Scientific Agents: Evaluating Profession-Specific System Prompts on Scientific Tasks
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