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MiroThinker

235B Parameter Reasoning Model

Built for reasoning, not just conversation. Designed with a Verification-Centric Architecture.

Planner
  • Designs the reasoning chain as a step_graph (DAG)
  • Defines step_id, parent_step_id, branch_id, and state_hash
  • Does NOT directly modify code
Executor
  • Executes each step strictly according to the DAG
  • Calls tools (compiler, tests, linters, etc.)
  • Logs structured data: inputs, outputs, cost, and code_diff_snapshot
ChainChecker
  • Reviews the entire chain for logical consistency
  • Detects "fake fixes" (e.g., deleting code to hide errors)
  • Outputs a chain_confidence_score and can recommend rollback
Verifier
  • Safety gates and verification mechanisms for self-evolution
  • Embeds policies directly into the CI/CD and reasoning engine
  • Has the final say: accept, rollback, or escalate to a human

MiroMindOS

The Operating System for Reasoning

Managing state, memory, and policy execution for complex problem solving.

DAG Reasoning Protocol
  • Branch: Parallel exploration of alternatives
  • Rollback: Return to specific steps while retaining confirmed facts
  • Replan: Rewrite subgraphs when new evidence breaks current plan
Structured Memory
  • Local Context: Current step input, tool outputs, temporary notes
  • Cross-Step Context: Confirmed facts, ruled-out hypotheses
  • Global Context: Task goals, hard constraints, human instructions
Policy-as-Code
  • Safety gates and verification mechanisms for self-evolution
  • Embeds policies directly into CI/CD and reasoning engine
  • Safely allows self-modification under strict governance

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