Building in public

Verified science, built by everyone.

AI researches. Humans verify. Knowledge grows. Open for all.

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Why OpenGen

Not another chatbot.
A knowledge network.

Every piece of knowledge is researched by AI, verified by humans, and connected in a graph that grows every day.

01

Human-verified

Every result passes community peer review. Minimum 25 verified reviewers. No result enters the knowledge graph without human approval.

02

5-agent pipeline

Five specialized AI agents refine each result through up to 20 rounds. Only results scoring 0.98 or higher pass the quality gate.

03

Open knowledge

A connected graph of verified science. Searchable, explorable, and queryable through a free public API. Knowledge as a public good.

04

Community-powered

Contribute CPU, GPU, or API access by running the open-source worker. Earn points, badges, and recognition on the leaderboard.

05

Lobby protection

Coordination detection, behavioral fingerprinting, and automatic escalation for sensitive topics. Science stays honest.

06

Self-correcting

Knowledge is re-verified periodically. Outdated results are flagged. Version history tracks how understanding evolves over time.

Process

From question to
verified knowledge.

Every piece of knowledge follows the same rigorous path. No exceptions.

01

The Master Agent generates research

Runs 24/7 on a secure server in Germany. Autonomously plans scientific research across all disciplines. Identifies knowledge gaps and prioritizes them.

02

Five agents refine the result

Retriever, Planner, Stylist, Visualizer, and a Multi-Critic ensemble. Up to 20 iterative refinement rounds. Only scores of 0.98 or higher pass.

03

The community verifies

Minimum 25 verified human reviewers. Trust-weighted voting. Honeypot calibration. Lobby and coordination detection running silently in the background.

04

The knowledge graph grows

Verified results become connected nodes. Cross-domain links are detected automatically. Gaps in knowledge drive future research direction.

05

Open for everyone

Search, explore, and query verified knowledge for free. Developers build on the public API. The Knowledge Guide answers questions from verified sources only.

0.98
Quality threshold
20
Max refinement rounds
25+
Reviewers per result
14
Scientific domains
Licensing

Open where it matters.

Everything you need to contribute to and benefit from OpenGen is open source. The core stays protected.

ComponentLicenseWhat it does
Worker clientOpen sourceContribute compute — runs on your machine
Data modelsOpen sourceShared format between worker and server
API clientOpen sourceQuery the verified knowledge graph
DocumentationOpen sourceArchitecture, verification, decisions — all public
Master AgentClosedResearch planning and orchestration
Pipeline agentsClosed5-agent refinement engine
Knowledge graphClosedStorage, connections, gap detection
Roadmap

Where we are.

Phase 1 — Now

Core infrastructure. LLM client, pipeline agents, knowledge graph engine. Building the foundation.

02

Phase 2 — Q2 2026

Full 5-agent pipeline with dynamic refinement loop. Research scheduler. REST API.

03

Phase 3 — Q3 2026

This website becomes a live dashboard. Accounts, leaderboard, community review interface.

04

Phase 4 — Q4 2026

Worker network goes live. Open-source client, security layer, distributed task execution.

05

Phase 5+ — 2027

Public knowledge API. Multilingual support. Knowledge Guide. Custom model training.

Support

Help build this.

OpenGen is self-funded by two founders from Germany. We have the vision and the plan. Every contribution - no matter how small - directly funds infrastructure and research capacity. There are no salaries. Every euro goes into building.

Sponsor

Fund open scientific infrastructure. Your name on the supporters page.

Donate

Any amount helps. Covers server costs, API calls, and development time.

Invest

Share our values of ethical, open AI? Let's talk partnership.