Adversarial Review
Producer emits, critic rebuts, arbiter (optional) resolves. Loops until convergence or timeout. Widely used in code-review + reasoning-verification.
Verified against arxiv.org
An adversarial-review topology pairs a producer that emits work with a critic that tries to refute it, and optionally an arbiter that resolves the two, looping until the critic can no longer find a flaw. Building the check into the loop raises quality: nothing ships until it survives a dedicated adversary. It is the shape behind self-checking coding and writing agents. In anatomy terms it is two opposed cores plus an optional judge, iterating.
A producer core emits; a critic core attempts to refute; an optional arbiter core resolves; the loop repeats until convergence; effectors commit only the arbiter-approved output.
- ·Self-checking code and writing agents: generate, then critique.
- ·Fact-checking and verification loops.
- ·Any output that must survive scrutiny before it ships.
- ·Higher quality: output must survive an adversary.
- ·Catches errors a single pass would ship.
- ·Self-documenting via the critique trail.
- ·Tunable rigor via the loop budget.
- ·More expensive: at least twice the calls per round.
- ·Can loop without converging.
- ·A weak critic gives false assurance.
- ·Latency of the review rounds.
Description, use cases and trade-offs: Field Book analysis, synthesised from established agent-architecture literature.
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