Bridging Intelligence and Agency
The AI industry solved capability. We're solving execution. Two research pillars. One mission: build systems that translate AI intelligence into real-world outcomes - for individuals, for science, for humanity.
Research Pillar
Super Intelligence
Research Pillar
Science & Industry
Research Pillars
Super Intelligence
Foundation models can reason, retrieve, and generate. What they cannot do - yet - is sustain coherent agency across time, context and action. Our Super Intelligence research builds the missing cognitive layer: systems that learn continuously, reason under uncertainty, execute reliably and understand the human world deeply enough to act within it. We develop the architectures, models, policies and safety frameworks required to close the gap between what AI knows and what AI does.
Science & Industry
Scientific progress has always been constrained by human bandwidth - the hours in a day, the connections a mind can hold, the experiments a team can run. We build AI systems that remove these constraints. Our research spans disciplines, combining frontier models with domain-specific understanding to accelerate discovery in ways that meaningfully benefit humanity. We explore. We unlock and we publish - so others can unlock too.
Research Principles
Intelligence Is Solved. Impact Is Not.
The gap between AI capability and AI usefulness is the largest unsolved problem in the industry. We work on that problem. Let others chase benchmarks. We chase outcomes.
Compress Decades. Responsibly.
We believe AI can compress a century of human progress into a decade. That's not hype - it's our research mandate. But compression without care creates collapse. We build systems that accelerate safely.
Humanity as Beneficiary, Not Afterthought.
We don't build AI and then ask "who does this help?" We start with human problems worth solving and work backward to the research required. If we can't name who benefits, we don't build it.
Honesty About Uncertainty
We share our research, our failures, and our open questions. Not because transparency is fashionable, but because the problems we're solving are bigger than any one organization. Progress requires collective intelligence.
Publications
Groundbreaking research in progress
Our research team is hard at work. Publications coming soon.