The MIRA Papers
Deep dives into AI alignment, cognition systems, and the future of human-AI collaboration. Research-backed, deployment-tested.
Our papers are born from real projects—problems we've solved, patterns we've discovered, and frameworks that have proven their worth in production. Subscribe to get notified when new papers are published.
Alignment by Design: Building AI Systems That Stay on Track
A framework for creating AI systems with built-in alignment mechanisms. How we ensure AI actions remain consistent with business goals.
The Cognition Stack: From Models to Minds
Understanding the layers between raw AI models and functional intelligence. Architecture patterns for enterprise AI deployment.
Agentic Futures: Autonomous Systems in Enterprise
How autonomous AI agents will transform business operations. A practical roadmap for organizations preparing for agentic AI.
RAG Done Right: Building Retrieval Systems That Scale
Best practices for retrieval-augmented generation in production. How to build knowledge bases that actually improve AI accuracy.
Human-in-the-Loop: Designing Approval Workflows for AI
When to automate and when to pause for human judgment. A framework for trust-building in AI systems.
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