Let Agents Self-Evolve in Collaboration, Tsinghua Post-00s PhD Secures Tens of Millions of Yuan in Funding | 36Kr Exclusive

Singularity Escape is a startup focused on an AI-native team collaboration operating system. Its core product, Nexus, is dedicated to building a unified collaboration framework for humans, agents, tasks, and tools. The system attempts to solve the problem of current agents operating in isolation by achieving multi-party collaboration through shared organizational state.

Founder Xue Chuanyi has a background in reinforcement learning and multi-agent research at Tsinghua University and has published papers at top conferences such as NeurIPS. The team's technical accumulation indicates that the project attempts to optimize the interaction mechanism between agents from the underlying logic, rather than simple application-layer encapsulation.

As large model capabilities enhance, agents are evolving from single-point tools to complex workflows. Singularity Escape's financing marks capital's growing attention to multi-agent collaboration and system self-evolution directions, which may drive enterprise-level AI applications to shift from assistance to autonomous collaboration.

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