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Frontier Research • AGI Labs

Engineering the path to superintelligence.

AGI Labs is the frontier research arm of Applied General Intelligence. We pursue the scientific foundations of superintelligence and translate advances in language, reasoning, and coordinated action into the next generation of AGI products.

Our Mission

AGI Labs pursues superintelligence through coherence: the ability to connect understanding, reasoning, and action within a consistent system. Our ambition is to develop intelligence that can generalize across domains, solve increasingly complex problems, and remain explainable and controllable. We bring together foundational research and applied engineering to turn promising ideas into technologies that power AGI’s next generation of products.

AGI Labs

Research Leadership

Jerry Zhang
Jerry Zhang
Co-Founder & Chief Science Officer

Research leader with more than 40 years developing the foundations of machine intelligence, symbolic reasoning, and universal language understanding. Holds patents underlying AGI’s core technology and serves as President of AGI Labs, connecting foundational research with the company’s approach to deterministic, coherence-first intelligence.

Chris Esworthy
Chris Esworthy
Head of AGI Labs

Sales and technology entrepreneur with 30 years building startups and new enterprise businesses. Founded four ventures with three successful exits. Previously led data center sales at Wipro/Infocrossing and a U.S. ERP consulting practice, combining enterprise technology experience with business development and operational leadership.

Research Focus

The foundations of superintelligence.

Our research connects language, reasoning, and coordinated action. We explore how explicit meaning, constraints, and human oversight can support increasingly capable intelligence.

Six connected areas of inquiry

Language & understanding

Investigating how language can be grounded in explicit meaning, context, and relationships. This work advances the foundations of AGI’s Language Compiler Model and the ability to translate human intent into structured, executable representations.

Explore LCM

Reasoning & generalization

Exploring how symbolic reasoning, knowledge, and constraints can support complex problem-solving across domains. Our aim is intelligence that can apply what it knows to unfamiliar situations while making its reasoning open to examination.

Coherent intelligence

Developing approaches that keep knowledge, decisions, and actions aligned as circumstances change. Coherence is central to our research agenda and our pursuit of increasingly capable systems that remain consistent, explainable, and controllable.

Intelligent exchange

Researching how machines can represent preferences, evaluate trade-offs, and coordinate complex exchanges. These ideas inform AGI’s Agentic Marketplace technology and new ways to connect needs, capabilities, and resources.

Explore AMP

Agentic systems & orchestration

Exploring how agents, models, and tools can work together on complex goals with defined permissions and human oversight. This research informs the evolution of AGI’s orchestration capabilities and products such as GoatFish.

Explore GoatFish

Evaluation & control

Building rigorous ways to examine capability, reliability, and behavior as intelligence advances. We use prototypes, defined operating conditions, and real-world feedback to assess progress and guide the transition from research into deployable products.

From Discovery to Deployment

Frontier research. Future AGI products.

AGI Labs is the research engine for AGI’s product roadmap. We develop foundational ideas, test them in working prototypes, and evaluate promising capabilities through focused pilots. Validated advances can then become core technology, new product features, or entirely new AGI products. This path connects our long-term pursuit of superintelligence with practical capabilities across language understanding, intelligent exchange, and agent orchestration. Experience from real-world use feeds back into the lab, sharpening the next round of research.

  1. 01

    Research

    Advance the foundations of intelligence.

  2. 02

    Validate

    Prototype, evaluate, and pilot.

  3. 03

    Productize

    Bring validated advances to AGI products.

Build the next generation of intelligence.

We welcome conversations with researchers, technical collaborators, and enterprise partners who share our ambition to advance coherent intelligence. Work with AGI Labs to explore frontier ideas, evaluate emerging capabilities, and help shape the technologies behind future AGI products.

Connect with AGI Labs