Human-in-the-loop adversarial workflows for high-stakes research audit: from ChatGPT-Gemini duels to 4-model MAD.
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May 29, 2026
#
adversarial-evaluation
Here are 7 public repositories matching this topic...
RevealVLLMSafetyEval is a comprehensive pipeline for evaluating Vision-Language Models (VLMs) on their compliance with harm-related policies. It automates the creation of adversarial multi-turn datasets and the evaluation of model responses, supporting responsible AI development and red-teaming efforts.
red-teaming responsible-ai llava vllm vision-language-models qwen2 responsible-ai-techniques llama3 phi3 gpt-4o qwen2-vl pixtral adversarial-evaluation multimodal-safety
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May 12, 2025 - Python
Claude Code plugin implementing Anthropic's 3-agent harness (Planner, Generator, Evaluator) for long-running app development with pluggable rubrics and adversarial evaluation
code-generation ai-agents anthropic claude-code adversarial-evaluation claude-code-plugin agent-harness
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Apr 3, 2026 - Shell
Scientific QA robustness evaluation pipeline for evidence-missing RAG scenarios on PeerQA, with EM/F1 reliability analysis.
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Mar 18, 2026 - Python
Multi-agent deep research engine with SIA (Semantic Intelligence Architecture) — thermodynamic entropy control, adversarial critique, multi-reactor swarm orchestration
python research entropy multi-agent knowledge-graph swarm-intelligence rag anthropic langgraph adversarial-evaluation
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Feb 25, 2026 - Python
GuardMCP - Deterministic Runtime Semantic Enforcement for Agentic Tool Execution using Directional Intent–Action Alignment
semantic-alignment nlp-research adversarial-evaluation agent-safety prompt-injection-detection research-benchmark embedding-based-methods vector-space-analysis
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Apr 4, 2026 - Python
Three Claude Code skills for working with Codex CLI: codex-bridge (one-shot Codex calls), mad-build (Claude+Codex collaboration with cross-review), and mad-research (three-stream adversarial audit of papers, grants, reports with anonymized cross-critique and fresh-Codex synthesis).
codex claude peer-review ai-tools multi-agent-debate claude-code adversarial-evaluation research-audit
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May 29, 2026
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