Recently, a research team from the Hong Kong University of Science and Technology (Guangzhou) and Tencent published findings ...

The reasoning behind decisions is explainable and easily understood by humans. This is because the AI follows a deterministic approach, based on a causal graph that learns and updates in real time.

AUSTIN, Texas, May 15, 2025--BeeKeeperAI®, Inc., a pioneer in privacy-enhancing, multi-party collaboration software for AI development and deployment, and cStructure, a leading innovator in ...

Our foray into causal analysis is not yet complete. Until we define the methods of causal inference, we can't get to the deeper insights that causal analysis can provide.

If there is only one unmeasured confounding variable on the graph, then nonincreasing or nondecreasing average causal effects suffice to draw conclusions about the direction of the bias.

Based on this, research teams from HKUST and Tencent proposed the CausalMACEmethod, which systematically introduces causal reasoning mechanisms into open-world multi-agent systems, providing a ...