Safety · Concept
HackAgent Automated Red-Teaming Framework
RIFT-Bench introduces a graph-representation-driven methodology for dynamic red-teaming enabling unified evaluations across 45 diverse agentic AI architectures.
Forecast horizon
Connections
Connections · 6
How this node ties into the rest of the map, and the evidence behind each link.
to · applies to 3/10
Claude Fable 5 / Claude Mythos 5 / Claude Opus 4.8 (Anthropic) HackAgent red-teaming framework was applied to evaluate adversarial robustness of Fable 5 and Opus 4.8.
+3 growth from · enables 3/10
PATE-Forensics: Perception-as-Tool Explainable Deepfake Forensics Perception-as-tool deepfake forensics supplies structured detection context for general MLLM explanation agents.
+3 growth from · supports 3/10
Semalith v1.4: Compact Multi-Axis Safety Classifier Compact multi-axis classifier targets prompt injection and harm detection needed in agentic/financial deployments.
+3 growth from · supports 3/10
Multi-Agent Adversarial Stress Testing of Role-Playing Agents Extends red-teaming to multi-turn role-playing agents with strategy-driven interrogators and automated judges.
+3 growth from · informs 2/10
ToxSearch-S: Distributed Evolutionary Red-Teaming for LLM Toxicity ToxSearch-S provides a distributed evolutionary approach to red-teaming complementing automated frameworks like HackAgent.
+2 growth from · supports 2/10
ToxSearch-S: Distributed Evolutionary Red-Teaming for LLM Toxicity ToxSearch-S extends evolutionary red-teaming with MPI parallelism, complementing existing automated red-teaming frameworks.
+2 growthSignal sources
Signal sources
Dated facts from primary sources in this direction.
US evaluation centre Jun 2025
In June 2025 the US AI Safety Institute was renamed the Center for AI Standards and Innovation (CAISI), pivoting toward security, standards and adversary-model assessment.
NIST → Frontier safeguards May 2025
Anthropic activated its ASL-3 deployment and security standard with Claude Opus 4 on 22 May 2025 — the first real-world trigger of a responsible-scaling tier, focused on blocking bio-weapon uplift.
Anthropic → Cross-border testing 2025
The International Network of AI Safety Institutes (launched Nov 2024) ran a third joint testing exercise focused on agentic AI systems across cyber and fraud strands.
European Commission — AI Office →