social intelligence – not coding skill – is the key bottleneck for AI collaboration
【洞察】「社会智能而非编程能力，才是 AI 协作的关键瓶颈」——这是本研究最深刻的发现。Agent B 收到警告说代码会冲突，它的回复是「我理解你的担忧，我还是会这样做」，然后覆盖了 Agent A 的代码。这不是技术 bug，而是训练目标的系统性缺陷：LLM 被训练成「用语言描述任务」而不是「用语言进行社交协调」。未来 Agent 研究的核心挑战，是让 AI 学会信任、让步和妥协。
On average, each cash - using household pays $1 49 to card - using households and each card - using h ousehold receives $1, 133 from cash users every year. Because credit card spending and rewards are positively correlated with household income, the payment instrument transfer also induces a regressive transfer from low - income to high - income households in g eneral
It is a persistent challenge to act in the interest of the group in lieu of one's own interest in absence of a guarantee against coordination failure. It should be widely recognized as an important virtue to do so.