Active Research Lab
Onemee Laboratory · AI Research
Safety
Alignment & Oversight
Science
Discovery & Reasoning
Galaxy
Cosmic Intelligence

An independent AI laboratory advancing machine intelligence at three frontiers — keeping AI safe, accelerating scientific discovery, and unlocking the secrets of the universe.

AI Alignment Drug Discovery Gravitational Waves Interpretability Protein Folding SETI Signals Scalable Oversight Mathematical Reasoning Dark Matter Models RLHF Scientific LLMs Exoplanet Detection AI Alignment Drug Discovery Gravitational Waves Interpretability Protein Folding SETI Signals Scalable Oversight Mathematical Reasoning Dark Matter Models RLHF Scientific LLMs Exoplanet Detection
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01 / 03 · Safety
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Safety

Building AI systems that remain beneficial, interpretable, and robustly aligned as they become more capable. We develop formal frameworks for value learning, scalable oversight, and mechanistic interpretability.

Mechanistic Interpretability
Scalable Oversight
Reinforcement Learning from Human Feedback
Formal Verification of Learned Behaviors
Constitutional AI Methods
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02 / 03 · Science
⚗️

Science

AI-driven discovery across biology, chemistry, physics, and mathematics. We build reasoning models that form hypotheses, design experiments, and synthesize knowledge at superhuman scale.

Protein Structure Prediction
Autonomous Hypothesis Generation
Mathematical Theorem Proving
Molecular Drug Discovery
Scientific Foundation Models
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03 / 03 · Galaxy
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Galaxy

Applying AI to humanity's grandest challenge: understanding the cosmos. From gravitational wave detection to the search for extraterrestrial intelligence, we process astronomical data at cosmic scale.

Gravitational Wave Analysis
SETI Signal Detection
Dark Matter Mapping
Exoplanet Atmospheric Modeling
Cosmological Simulations
About the Lab

Intelligence in service of everything that matters

Onemee Laboratory is an independent AI research group operating at the intersection of machine learning theory and grand scientific challenge. We pursue research driven by curiosity and impact.

Our work spans reinforcement learning, large language models, and large reasoning models — applied to science, safety, and cosmic discovery. We collaborate internationally across Asia, Europe, and North America.

12+
Publications
3
Research Pillars
Open Questions
1
Universe
Our Philosophy

Independent research.
Outsized impact.

We believe the most important AI research can be done independently — outside the constraints of large corporate labs. Small, focused teams with deep mathematical foundations can produce work that changes the trajectory of the field.

Every project connects to at least one of our three pillars: making AI safer, accelerating science, or expanding our cosmic knowledge.

Open to PhD candidates and visiting researchers
Strong mathematical foundations required
International collaboration welcome
Selected Publications

Recent Research

All Papers →
2024

Reinforcement Learning from Cosmic Feedback: Aligning Models with Astrophysical Priors

Onemee Lab · NeurIPS 2024
Galaxy
2024

Scalable Interpretability via Mechanistic Probing of Large Reasoning Models

Onemee Lab · ICML 2024
Safety
2024

Foundation Models for Molecular Discovery: A Unified Framework

Onemee Lab · Nature Machine Intelligence 2024
Science
2023

Autonomous Hypothesis Generation in Scientific Domains via LLM Agents

Onemee Lab · ICLR 2023
Science
2023

Towards Formal Verification of Value-Aligned Reinforcement Learning Policies

Onemee Lab · AAAI 2023
Safety
People

The minds behind the mission

PI
Principal Investigator

Lab Director

Reinforcement Learning · Large Reasoning Models · AI Safety
PhD
PhD Candidate

Doctoral Researcher

Scalable Alignment · Mechanistic Interpretability · RLHF
UG
Undergraduate Researcher

Research Assistant I

Scientific LLMs · Mathematical Theorem Proving
UG
Undergraduate Researcher

Research Assistant II

Astrophysical AI · Gravitational Wave Detection
Contact & Opportunities

Join us at the frontier.

Safety Research Science AI Galaxy Intelligence

Open positions for PhD candidates, visiting researchers, and collaborators worldwide.

Get in Touch Read Our Work