Safety · Concept
LLM-Assisted Dynamic Threat Analysis for AV Weaknesses
Uses LLMs to turn static Autoware weakness sites into executable harnesses, revealing build-integration as the dominant failure mode.
Forecast horizon
Connections
Connections · 2
How this node ties into the rest of the map, and the evidence behind each link.
to · informs 4/10
Agent Safety as Runtime Contract Dynamic confirmation of attacker-reachable AV weaknesses shows why agent/tool stacks need runtime gates beyond static analysis.
+4 growth to · requires 4/10
Agent Safety as Runtime Contract Executable harnesses and sanitizer-backed dynamic confirmation exemplify runtime evidence needs for safety-critical agents.
+4 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 →