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An AI Research Workflow Using Multiple Tools

Combine search, synthesis, and verification tools into a research pipeline that catches errors before they spread.

Single-tool research often mixes retrieval, synthesis, and opinion in one step. A better workflow separates them so you can verify each layer.

Suggested pipeline

  • Search — gather cited sources on the question (Perplexity or similar)
  • Extract — pull quotes and facts into a notes doc
  • Synthesize — Claude or ChatGPT builds a structured summary from notes only
  • Verify — spot-check citations and conflicting claims
  • Publish — write final brief with linked sources

Why this works

When synthesis models only see your extracted notes, hallucinated URLs and phantom statistics are easier to catch. The human review step stays non-optional for high-stakes decisions.

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