beat · 4 stories
A new preprint on multi-agent AI systems argues that adding a smarter model can leave a team reinforcing the same wrong number. The fix isn't always more compute.
A long-standing discipline in networks solved a basic problem: separate the policy decisions from the traffic they govern.
An arXiv preprint proposes multi-agent AI for cross-border clinical-stage biotech, where cash-flow models don't apply. No AI is evaluated; the cited 127.17% return is the human author's prior record.
DeepSeek, Qwen, Kimi, and GLM diverged on the iterated prisoner's dilemma, a standard repeated-cooperation game, more than the Chinese and Western ecosystems diverged on the same measure.