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.
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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.
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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.
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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.