MiroMind is not a chatbot. It’s a Reasoning Operating System – built to solve the AI reliability crisis by replacing probabilistic generation with verifiable, deep-chain reasoning.
Powered by MiroThinker – with the latest MiroThinker-1.7 – the AI system delivers industry-leading accuracy across every major benchmark: 69.8% on BrowseComp, 80.8% on GAIA-Val, 39.2% on HLE-Text, and 99% cumulative accuracy on 300-step reasoning chains – outperforming 1T+ models at 1/20 the cost. Real-world proof: gold price forecast with 0.08% error 15 days out, Super Bowl and Grammy predictions weeks ahead.
Built for software engineers, financial analysts, legal professionals, and scientific researchers – anyone operating in environments where the cost of error is high. MiroMind shifts AI from “fast but wrong” to “Slow but Right.”
Core Capabilities
- Deep Research & Agentic Search: Autonomously synthesizes hundreds of live sources into rigorous, evidence-backed reports – not summaries.
- Verifiable Reasoning Chain: Every step is human-readable, auditable, and replayable. If it can’t be replayed, it’s considered unqualified.
- DAG-Based Architecture: Supports branching (parallel exploration), rollback (return to last valid state), and replanning – like a senior analyst, not an autocomplete.
- 4-Role Verification Kernel: Planner → Executor → ChainChecker → Verifier. Independent verification at every step before proceeding.
- Predictive Intelligence: Integrates real-time web data to forecast financial, market, and macro outcomes with quantified probabilities.
