Separate Plausible Environments from LLM Task Distributions
Series: Building Auditable LLM Systems · Part 4 of 11 Separate scenario design for an LLM decision system into two layers. The first layer generates worlds that satisfy the physical, operational, and lifecycle constraints of the domain. The second layer organizes those worlds into named task families that define what the model should learn, where it should be tested, and which claims the evaluation can support. These layers answer different questions: ...
