STUDIO 1804
AI research for technological sovereignty.
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Independent research lab building AI systems that serve communities.
Research Focus
01
Distributed Systems
Resilient architectures for sovereign computation
Byzantine fault tolerance · Consensus mechanisms · Mesh networks
02
Sovereign Knowledge
AI systems free from centralized control
Federated learning · Local-first AI · Privacy-preserving ML
03
Defensive Technologies
Protection against adversarial AI threats
Adversarial robustness · Secure enclaves · Model hardening
04
Community Safety
Tools for decentralized trust and verification
Content authenticity · Reputation systems · Harm reduction