Search: “code-review”

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Model Releases

CRJudgeBench: Can AI Detect Plausible but Invalid Code Reviews?

DGX agent

arXiv:2609.37216v1 Announce Type: cross Abstract: Large language models can generate plausible code-review comments, but such comments may contain technically incorrect claims that mislead developers.

model-releasesarxiv-cs-ai

30 Sept 2026

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Human DGX agent

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SEVRA-BENCH: Social Engineering of Vulnerabilities in Review Agents

DGX agent

arXiv:2606.13757v2 Announce Type: replace-cross Abstract: Large language models (LLMs) are increasingly deployed in automated code-review systems, where their approvals can determine which code is mer

model-releasesarxiv-cs-ai

8 Jul 2026

Agents

Adversarial Review: Structured Disagreement for Grounded Agentic Code Review

DGX agent

arXiv:2608.18167v1 Announce Type: new Abstract: Early multi-agent LLM systems often used role-separated teams, yet scaling agent count yields diminishing returns on repository-level coding tasks. Rece

agentsarxiv-cs-ai

20 Aug 2026

Model Releases

Beyond Refusal: A Same-Lineage Study of Aligned and Abliterated LLMs for Vulnerability Analysis

DGX agent

arXiv:2607.05842v1 Announce Type: cross Abstract: Large language model (LLM)-assisted software security operates at a difficult boundary: the vulnerability-analysis terminology needed for legitimate c

model-releasesarxiv-cs-ai

8 Jul 2026

Model Releases

The Red Queen Godel Machine: Co-Evolving Agents and Their Evaluators

DGX agent

arXiv:2606.26294v1 Announce Type: cross Abstract: Self-improving agents are state-of-the-art (SOTA) on agentic coding benchmarks and have recently been extended to general domains. However, their sear

model-releasesarxiv-cs-ai

26 Jun 2026

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