Techniquesevaluationjudge

specific method · filed under evaluation

Agent-as-a-Verifier

An agent-based paradigm for automated verification, distinct from using an agent to judge quality.

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

Evidence

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Claude Code used as scaffolding, with Agent-as-a-Verifier paradigm for automated verification

usedevaluation onlyin MiniMax-M3MiniMax

MiniMax M3: Frontier Coding, 1M Context, Native Multimodality — All in One Model - MiniMax Research·MiniMax·2026-05-31

Filed alongside

Other methods under evaluation :: judge.

Agent-as-a-Judge Independent quality-inspection agent Decompositional instruction-following judge 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