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.

Hangzhou
Qingdao
Shenzhen
Hong Kong
Singapore

AI4S → RSI → AI4S

Scientific Discovery, Evolving Intelligence

Our AI4S → RSI → AI4S research path connects scientific discovery, intelligence evolution and open collaboration.

Financial Decisions

Research focuses on 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

Open problems, modular collaboration, contribution records and value assessment inform the exploration of explainable allocation mechanisms and an appeals process.

Starting with intelligent financial decision-making, long-term research interests include scientific research, human–AI learning, and the intersection of artificial intelligence and neuroscience. Research remains focused on questions of lasting value, with methods, judgments and priorities revised in response to evidence.

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S2E / PLATFORM · IN DEVELOPMENT

A Distributed Collaboration Platform

S2E (Singularity to Evolution) is a distributed AI collaboration platform in development, connecting researchers, domain experts, engineers, agents and computing resources worldwide to organize sustained collaboration on shared challenges.

01

Energy & Space

Can humanity access more abundant energy and extend sustainable habitats beyond Earth?

02

Life & Intelligence

Can humanity reduce the constraints imposed by disease and aging, and understand life, cognition and consciousness more deeply?

03

Collaboration & Civilization

Can people, agents, knowledge and resources distributed around the world develop a lasting capacity to collaborate on complex problems?

Current stage: small-scale closed-loop financial testing

Small-scale closed-loop tests in finance are being used to examine collaboration, validation and reward mechanisms, alongside work on infrastructure, connections with partners across disciplines and ecosystem development.

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S2E will break grand challenges into verifiable research tasks, making progress step by step from a concrete question. Fusion can start with a control or materials problem; brain–computer interfaces with cross-individual decoding and long-term stability; and space-based computing with thermal management, radiation and cost models.

Sharing does not require open-sourcing. Experts do not need to disclose all their materials, Memory or source code: the original knowledge remains in their hands, and agents access it within authorized limits, returning only the agreed results. The platform verifies contributions, records their sources and rewards real contributions through attribution, reputation, funding and access to resources.

Participants can document questions, methods and research records during their most creative hours, while agents collaborate asynchronously to reduce waiting. Trust starts with small tasks, and permissions expand gradually as verifiable results are produced. Blockchain is used to register contributions. Participants can also contribute spare computing capacity. Verified effective computation will be converted into resource credits redeemable for higher-tier computing resources.

Guided by a commitment to public-interest research, S2E iterates rapidly with a small core team and welcomes researchers, developers, research institutions and resource partners worldwide to participate.

Make one person’s important discovery a starting point for others to continue exploring.

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EXPLORE

Research, Collaboration and Participation

Explore our research, organization and ways to participate to find a starting point that matches your interests and capabilities.

01

Research Directions

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

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02

Organization Overview

Organizational research explores open collaboration, verifiable contributions, value assessment and explainable allocation with an appeals process.

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03

Join Us

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

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04

Collaboration Options

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

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05

Conferences & Events

Verified sponsorship and participation records with original sources.

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06

Open Source Updates

Research updates, open-source work and industry events are available through the official GitHub and WeChat account.

Official GitHub

Open Participation

Open Questions, Verifiable Answers

We welcome research questions and verifiable solutions in finance, with corresponding rewards for contributions adopted after review.

PRIORITY 01

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.