Curiosity-driven
We choose problems for their scientific and practical significance, not for the next release cycle.
Independent innovation research
Exploring the frontier of AI and turning it into real innovation.
AttoAgents is an independent research lab. We study emerging AI technologies, from foundation models and autonomous agents to efficient and multimodal AI, and turn open questions into working methods, prototypes and shared knowledge - free from product roadmaps and vendor agendas.
Our focus
Research first. Independent by design.
Independent
No platform to sell and no model to promote. Our conclusions follow the evidence, wherever it leads.
Grounded in practice
Every idea is tested in working systems, so insights translate into methods others can actually use.
Research areas
Emerging technologies we are exploring
We follow AI where it is changing fastest, asking what new capabilities make possible, where they fall short and how they can create lasting value.
Foundation models & reasoning
How large models reason, plan and generalise, and how to extend what they can reliably do on hard, open-ended problems.
Autonomous & multi-agent systems
AI that acts on its own: agents that pursue goals, use tools and coordinate with each other like effective teams.
Multimodal & embodied AI
Systems that combine language, vision, audio and action to perceive and operate in the physical and digital world.
Efficient & edge AI
Small, fast and frugal models that bring capable AI to devices, constrained environments and lower-cost deployments.
Trustworthy AI
Evaluation, robustness and transparency methods that make new AI capabilities safe and dependable in real use.
Applied AI innovation
Turning emerging AI into new products, processes and ways of working, with people kept in meaningful control.
Approach
From question to working method
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Explore
Frame the open problem and survey what is known, and what is not.
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Prototype
Build small, focused systems to test ideas quickly.
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Validate
Measure behaviour rigorously against realistic, changing conditions.
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Share
Turn results into methods, tools and insights partners can build on.
Work with us
Have a hard problem worth researching?
We collaborate with companies, from startups to established enterprises, as well as research institutions and independent researchers on joint studies, exploratory prototypes and independent technical assessments of emerging AI technologies.