Apple researchers found a single coding agent called Malena hit a 62.5% medal rate on MLE-bench, beating complex multi-agent ...
A multi-agent reinforcement learning framework schedules tasks across a 2000-node big data cluster with 92.4 percent success ...
As enterprises adopt foundation models, autonomous agents and GenAI, many are discovering that existing cloud architectures were not designed to support these workloads at scale. Industry research ...
Training standard AI models against a diverse pool of opponents — rather than building complex hardcoded coordination rules — is enough to produce cooperative multi-agent systems that adapt to each ...
One of the key challenges of current multi-agent AI systems is that they communicate by generating and sharing text sequences, which introduces latency, drives up token costs, and makes it difficult ...
Expertise from Forbes Councils members, operated under license. Opinions expressed are those of the author. As the CTO of an AI-native email management startup, I've spent the past year building multi ...