Research before hype
We frame claims as questions that can be tested. Assumptions, methods, limitations, and reproducible evidence belong alongside every result.
Metademic is an independent research laboratory focused on the intersection of intelligent systems, distributed computing, machine learning, control, and deployable engineering.
The laboratory develops research questions alongside the software, simulations, benchmarks, and experimental systems required to test them.
Our work connects ideas with their operating conditions: the hardware they run on, the networks they depend on, and the people who need to understand their limits.
We frame claims as questions that can be tested. Assumptions, methods, limitations, and reproducible evidence belong alongside every result.
Algorithms operate within hardware, networks, and human constraints. We study the relationships between these layers, not just their individual performance.
Research improves through scrutiny. We value contributions to experiments, software, benchmarks, technical writing, and the discussion around them.
We connect research questions to simulations, experimental systems, and progressively more demanding validation. Each stage should inform the next.
Our laboratory spans AI, control, autonomy, computing, and trustworthy systems. Products such as RACoN develop within that wider program, alongside research methods and open education.
Explore the roadmap ↗Help formulate research questions, examine prior work, design experiments, and evaluate evidence.
Develop AI models, research software, simulations, test infrastructure, and reproducible comparisons.
Make methods understandable through documentation, technical writing, workshop material, and peer review.