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奇点逃逸

Category: AI Agents

Developing Nexus, an AI-native team collaboration operating system that enables humans, agents, tasks, knowledge, and tools to collaborate on a shared organizational state graph with feedback-driven self-evolution. 奇点逃逸 was founded in 2026. The company is led by 薛传奕 (Xue Chuanyi). Based in Beijing, China. Team size: 1-10. Total funding raised: $1.4M. Latest round: Seed. Key investors include 星连资本 (Xinglian Capital), 水木创投 (Shuimu Ventures), 奇绩创坛 (MiraclePlus).

Founded
2026
Headquarters
Beijing, China
Team size
1-10
Total funding
$1.4M

Value proposition

Solving the "collaboration gap" in AI agents by providing a shared organizational state graph where all agents operate on the same facts, with a self-evolution mechanism that allows the system to improve from real production feedback through a rigorous evaluation and governance pipeline.

Products and solutions

Nexus — AI-native team collaboration operating system. It uses a graph-based organizational state to represent humans, agents, tasks, knowledge, and tools as interconnected objects. Features include: organizational state graph for shared context, feedback-driven self-evolution mechanism, independent evaluation pipeline for validating improvements, governance framework for controlled adoption/rollback of agent changes.

Unique value

Nexus bridges the gap between collaboration software (tasks, permissions, workflows) and machine learning (data, training, evaluation) — enabling agents to not just execute tasks but learn and improve from organizational feedback within a governed framework.

Target customer

Organizations and teams adopting AI agents into their workflows; enterprises needing multi-agent collaboration infrastructure

Industries served

Enterprise software, AI infrastructure, Knowledge work organizations

Technology advantage

Founder's deep expertise in reinforcement learning and multi-agent systems from Tsinghua; graph-based organizational state architecture that enables persistent context across agent sessions; feedback-driven self-evolution with independent evaluation and governance guardrails; dual-layer graph connecting agent capability nodes with organizational work graphs.

How they differentiate

Unlike existing AI products organized around conversations/sessions, Nexus is organized around organizational state. It uses a dual-layer graph structure (agent capabilities + organizational relationships) to enable traceable improvements. Self-evolution follows a three-step cycle: real feedback → independent evaluation → governed adoption, rather than allowing agents to freely self-modify.

Main competitors

Existing AI agent platforms (e.g. Coze, Dify.ai), Enterprise collaboration platforms adding AI capabilities, Other multi-agent orchestration frameworks

Key partnerships

奇绩创坛 (MiraclePlus) — participated in 2025 Spring cohort as investor and accelerator

Major milestones

2025: Participated in 奇绩创坛 (MiraclePlus) 2025 Spring accelerator cohort (as 易启智能, founder's previous venture), 2026-08: Raised ~$1.4M seed round for Nexus AI-native team OS

Market positioning

Early-stage startup positioning as "organizational infrastructure for the AI era" — building the底层 (underlying) organizational layer rather than vertical agent applications. Competes with the paradigm of session-based AI tools by offering a persistent organizational state approach.

Geographic focus

China (Beijing-based)

About 薛传奕 (Xue Chuanyi)

PhD candidate at Tsinghua University (本科+直博); Research in reinforcement learning and multi-agent systems; First-author publications at NeurIPS, CJA; Internships at SenseTime (商汤) and PhiGent Robotics (鉴智机器人) working on autonomous driving algorithm development and deployment.

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