Deep Reasoning: When to Use It and What to Expect

Deep Reasoning is designed for complex tax questions that require structured analysis, multiple steps, or deeper exploration.

Use this guide to decide when to use it, and how to get the best results.

When should I use Deep Reasoning?

Use Deep Reasoning when your question is:

• Complex or multi-step
• Requires structured analysis or comparison
• Involves uncertainty or nuance
• Needs a detailed, well-organized output

Examples:

• Comparing partnership vs. corporate tax treatment
• Analyzing a multi-jurisdiction tax issue
• Evaluating competing interpretations of a rule
• Building a structured memo or technical analysis

When should I NOT use Deep Reasoning?

Use standard answers instead when:

• You need a quick answer
• Your question is simple or factual
• You’re doing broad exploration or initial research

Examples:

• “What is the tax treatment of X?”
• “What does section Y say?”

Deep Reasoning will be slower and isn’t necessary for these cases.

Deep Reasoning vs. standard answers

What to expect

Deep Reasoning takes longer because it:

• Analyzes multiple sources
• Works through the problem step-by-step
• Refines and structures the final response

Important:

• It may take several minutes (sometimes longer for very complex questions)
• It may appear inactive while processing. This is expected behavior

For best results, avoid refreshing the page while it’s running.

Tips for better results

• Be specific about the issue you want analyzed
• Break very large questions into smaller parts
• Clearly state what kind of output you want (e.g., comparison, summary, memo)

If it’s taking too long or not working

If your request seems stuck or is taking longer than expected:

• Wait a few minutes to allow it to complete
• Avoid refreshing mid-process
• Try simplifying or narrowing your question