What is MiroMind?
MiroMind is a next-generation AI platform that doesn’t just guess—it verifies. Built for high-stakes decisions in finance, science, law, and engineering, MiroMind combines human intelligence with AI through its Self-Evolving Heavy-Duty Solver. Unlike standard AI models that rely on fast, probabilistic answers, MiroMind uses System 2 thinking: slow, deliberate, and step-by-step verified reasoning to deliver 99% cumulative accuracy even on complex, 300-step logic chains.
At its core is MiroThinker (235B), a reasoning-first model running on the MiroMind OS—an operating system designed specifically for structured problem-solving. Whether predicting market shifts, analyzing legal contracts, or accelerating drug discovery, MiroMind ensures every conclusion is traceable, auditable, and reliable.
What are the features of MiroMind?
- Verification-Centric Architecture: Every reasoning step is checked before moving forward, ensuring >99.99% per-step reliability.
- DAG Reasoning Protocol: Uses directed acyclic graphs (DAGs) to explore multiple solution paths in parallel, with rollback and replan capabilities when new evidence emerges.
- MiroMind OS: Manages memory, state, and policy execution like an operating system for complex reasoning tasks.
- Self-Evolution: Continuously improves through internal benchmarks and “self-surgery,” learning from every problem it solves.
- Domain Expansion: Originally built for code, now excels in math, finance, biology, and legal logic.
- Traceable Reasoning Chains: Full audit trails for compliance, research, or investment decisions.
- Heavy-Duty Solver: Moves beyond chat-style AI to handle mission-critical workflows in production environments.
What are the use cases of MiroMind?
- Predicting macroeconomic events (like Fed rate changes) with verifiable logic chains for institutional investors.
- Accelerating drug discovery by generating testable hypotheses and designing experiments in biopharma.
- Analyzing complex legal contracts and mapping regulatory requirements with 99% certainty.
- Automating risk modeling and compliance checks in financial services with full auditability.
- Optimizing semiconductor manufacturing systems through failure analysis and design simulation.
- Powering AI-native enterprise operations via Tanka, coordinating human intent with automated execution.
- Supporting personal health management by unifying wearable data with clinical science (via Theta Health).
How to use MiroMind?
- Sign in to the MiroMind Console to access prediction agents and reasoning tools.
- Use the prompt interface to ask complex, multi-step questions (e.g., “What major events next week could affect the Nasdaq?”).
- Review the generated DAG-based reasoning chain to see how conclusions were verified step by step.
- Integrate MiroThinker into your workflow using developer docs for autonomous agents in finance, legal, or research.
- Monitor self-evolution updates—new domain capabilities roll out as the system learns from real-world use.
- For enterprise needs, explore solutions like Menos AI (asset management) or Tanka (AI-native operations).
