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6. Advanced AI Features

MindLogic is not just an excellent visual thinking canvas; it is also an intelligent brain that can "hear" and "understand" your logical chains. This chapter details MindLogic's various AI-assisted features to help you break through your thinking bottlenecks.

6.1 Smart AI Generation (AI Wizard)

When facing a complex problem without a clue, or staring at a blank canvas not knowing where to start, you can turn to the AI Wizard for help.

How to operate: When creating a new graph (New Document), select the AI Wizard.

Feature Description:

  • You simply describe the problem you are facing or the goal you want to achieve in natural language (e.g., "Help me analyze why there are so many bugs in recent team code commits").
  • The AI will engage in a multi-round conversation with you to explore the details, and then use built-in domain templates (like TOC Evaporating Cloud, Current Reality Tree, etc.) to automatically generate a structurally complete logic graph for you.
  • This is a powerful "ice-breaking" tool, providing you with a high-level thinking framework to start from.

6.2 Logical Consistency Check (Diagnostics)

When your graph becomes massive and intricate, manually tracking down logical flaws becomes extremely difficult.

How to operate: Click the Diagnostics button (the stethoscope or warning icon) on the far right of the bottom toolbar.

Feature Description:

  • The system conducts a deep structural scan of the entire graph, instantly identifying hidden logical fallacies, such as:
    • Circular Dependency: Causal relationships caught in an infinite loop.
    • Disconnected Orphans: Invalid entities not connected to the main tree.
  • Quick Fix: The system doesn't just point out errors; it provides automatic repair suggestions. For example, when an infinite loop is detected, the system suggests marking an edge as a "Back Edge" to perfectly untangle the mathematical knot in the topology, ensuring your deductions never crash.

6.3 AI Copilot

Your personal, omnipotent AI architect that sees everything happening on the canvas.

How to operate: Click the AI Copilot button in the toolbar to summon a dedicated chat sidebar on the right.

Feature Description:

  • Automatic Topology Diagnostics: Unlike basic structural checks, the Copilot diagnoses your causal tree on a "semantic" level, pointing out where reasoning might be a stretch or where logical leaps are too large.
  • AI Chat & Problem Solving: The AI deeply understands the context of your current graph (including your custom attributes, formulas, and confidences). You can ask it directly: "If we lower the cost of Node A, what impact will it have on the final conversion rate node?" The AI will call the deduction engine to simulate the calculation and provide a detailed global impact analysis report.

6.4 Causal Assumptions (Magic Wand)

This addresses a major pain point when connecting two nodes: You know A causes B, but what is the deep "Assumption" behind it?

How to operate: When you select any line or junctor connecting two nodes, click the Causal Assumption Bubble (Magic Wand icon) that appears on the canvas.

Feature Description:

  • The AI will automatically deduce the potential assumption or hidden condition for "why A causes B" based on the content of the entities at both ends of the connection.
  • With one click, this assumption is inserted in the middle of the connection, making your logical chain much tighter and airtight.