Strategies for crafting effective system prompts to control reasoning, planning, and execution in complex agentic workflows.
In a recent optimization study for a leading multimodal model, researchers found that adding specific clauses about negative constraints (what not to do) significantly reduced hallucinated tool calls.
Example Clause:
"You do not have access to user files unless they are explicitly provided in the context. Do not attempt to guess filenames."