AC2 Protocol: The missing security layer for AI agents
We haven't written up this one. Hacker News has the full story — the link below goes straight to it.
What's breaking now, across thousands of outlets.
We haven't written up this one. Hacker News has the full story — the link below goes straight to it.
Despite their potential in standardized graph tasks, Large Language Models (LLMs) remain brittle to real-world shifts in node identifiers and task formulation.
Large language model agents are increasingly deployed as autonomous loops. Starting from one human goal, such a system repeatedly discovers work, plans, executes tool calls, verifies outcomes and…
AI’s water footprint is growing, but location and cooling technology make a difference.
In recent years, graph anomaly detection (GAD) based on frequency-domain filtering have achieved promising results. However, existing approaches still face three major challenges: First, they use…
Tool-augmented LLM agents must rely on untrusted runtime Observations to complete open-ended tasks; however, when tool outputs no longer merely provide data but begin to specify concrete actions, they…