The authors replaced the standard prompt-based delivery of Standard Operating Procedures (SOPs) with a step-level mechanism using the Model Context Protocol (MCP).
Step-by-step process delivery boosts LLM predictability and auditability
Researchers show that externalizing Standard Operating Procedures via the Model Context Protocol trades autonomy for process adherence, cutting hallucinated execution to near zero.
Big Tech
Hans Schabert · Christoph Peters
Amazon Web Services · University of the Bundeswehr Munich
Research Digest··3 min read
Schabert and Peters propose delivering Standard Operating Procedure steps one at a time via the Model Context Protocol, rather than embedding the full SOP in the system prompt.
Why this paper
From Amazon Web Services and University of the Bundeswehr Munich
In one line
Step-by-step delivery of procedures via MCP ensures predictable, inspectable LLM agent execution and near-eliminates ungrounded correct answers.
What we could check
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- ✓Reports numbers on named benchmarks (2 benchmarks)
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