Benchmarking LLM planning competence

The advanced question in benchmarking llm planning competence is how the model behaves when assumptions fail. A sound design makes uncertainty, constraints and fallback actions explicit.

Practitioner lens

A model for benchmarking llm planning competence should state its objective and feasible set explicitly. Hidden penalty weights or relaxed constraints can make an impressive result operationally impossible.

First experiment

Document assumptions and version the data, code, parameters and scenario set for reproducibility.

This is an original educational brief. It is a starting point for discussion, not a claim that one technique fits every supply chain.