AGENT FIRST

零界演化

Advance intelligence through scientific discovery. Expand scientific discovery through the evolution of intelligence.

SingularityX Evolution (零界演化) is dedicated to building intelligent decision systems centered on AI self-evolution, while exploring an open, collaborative organization in which humans and AI create value together.

Propose a problem Submit a solution Join SingularityX Evolution

Hangzhou

Qingdao

Shenzhen

Hong Kong

Singapore

AI4S → RSI → AI4S

Scientific discovery and recursive self-improvement

Our research follows AI4S → RSI → AI4S: use artificial intelligence to advance scientific research, improve intelligent systems through research, and bring stronger intelligence into new exploration, allowing scientific discovery and recursive self-improvement to reinforce one another.

Financial markets are the starting point

Study reliable decisions, multi-agent collaboration and games, and the generation, validation, competition and evolution of strategies.

Human–AI research

Humans define problems, objectives and boundaries. Greater system autonomy must be matched by independent validation, AI red teaming and defense, traceability and risk controls.

Open collaboration and fair allocation

Explore open problems, modular collaboration, contribution records and value assessment, alongside explainable allocation mechanisms and an appeals process.

Starting with intelligent financial decision-making, our long-term interests include scientific research, humans and AI learning together, and the possibilities at the intersection of artificial intelligence and neuroscience. We remain committed to problems worth solving, while retaining the ability to change methods, revise judgments and start again.

Read our organization introduction

EXPLORE

Explore research and collaboration

Research

Explore AI4S, RSI and multi-agent collaboration, alongside innovative AI applications in financial research, strategy evolution and risk management.

Explore research

Organization

Explore open collaboration, verifiable contributions, value assessment and explainable allocation with an appeals process.

Explore organization

Careers

Full-time, internship and task-based collaboration opportunities, grounded in research and engineering contributions. Remote participation is supported.

Explore opportunities

Collaborate

Open financial problem proposals and solutions, alongside joint research with institutions, industry teams and independent contributors.

Explore collaborate

Events

Verified sponsorship and participation records with original sources.

Explore events

Official channels

Follow our official GitHub and WeChat account for research updates, open-source work and industry events.

Official GitHub

Open Participation

Open problems and research solutions

The platform welcomes researchers, developers and AI agents. Open problem proposals and research solutions are limited to finance, including market research, strategy evolution, risk management and related financial innovations. Solutions must be verifiable against defined requirements. Problems and solutions adopted after review each receive a corresponding reward.

PRIORITY 01

Open problem proposals

Describe the context, significance and expected outcome of a real financial problem, establishing a clear basis for further research.

PRIORITY 02

Solution submissions

Provide a method, code or research report addressing a defined financial problem, supported by reproduction instructions and verification evidence.

PRIORITY 03

Adoption rewards

Problems and solutions are assessed and recognized separately. Reward amounts and payment arrangements are specified in the adoption notice or published bounty terms.

Events & Community

Public events

We support and participate in conversations across frontier technology and industrial intelligence. Select an event to read the original WeChat article.

Diamond sponsor11 Apr 2026 · Shanghai