specific method · filed under evaluation

Decompositional instruction-following judge

A judge that decomposes a system message into independent behavioral requirements and scores each against the model’s trajectory.

Also called dedicated IF judge.

source: 1
model: 1
lab adopt it: 1
strongest: used

How sources treat it

One count per evidence span, weakest treatment to strongest.

used 1

Documented in

Laguna-S-2.1

Evidence

1 span quoted from the sources, strongest treatment first.

We developed a dedicated IF judge that decomposes a system message into a list of independent behavioral requirements and scores each against the model’s trajectory.

usedevaluation onlyin Laguna XS.2Poolside

laguna m1 xs2 technical report·Poolside

Filed alongside

Other methods under evaluation :: judge.

Agent-as-a-Judge Independent quality-inspection agent Agent-as-a-Verifier Deterministic tool-call verifier GPT-5.5 (medium) judge model Human-calibrated LLM-as-a-Judge LLM autograding with expert validation LLM-as-a-Judge LLM-based anti-cheating judgment LLM-based correctness judging LLM-based external API usage inspection Mandatory agentic judge protocol Official task verifier scoring Reward-hack detection judge Rule-based anti-cheat checks