Simplify Complex Text on Mac with AI

Simplifying complex text is invaluable for students studying unfamiliar subjects, professionals reviewing technical documentation outside their expertise, and anyone who needs to make specialized content accessible to a broader audience. The ELI5 command in Echoo transforms dense, jargon-heavy text into plain language without losing the essential meaning.

Select complete sections rather than isolated sentences for the best simplification results. Complex text often builds concepts across multiple sentences, and the AI needs that full context to simplify accurately. A single sentence taken out of context might be simplified in a way that misses the broader point. When working with a long document, simplify one section at a time to maintain accuracy.

Create multiple simplification levels for different audiences. The default ELI5 command targets a very accessible level, but you may need intermediate options. Create a "Simplify for Business" command that removes technical jargon but maintains professional vocabulary. Create a "Simplify for Students" command that adds brief definitions of key terms. Create a "True ELI5" command for maximum simplification when you need to explain something to a complete beginner.

Use simplification strategically in professional settings. When sharing technical reports with executives, simplify the key findings while keeping the detailed data available. When writing documentation for non-technical teams, simplify step-by-step instructions while preserving accuracy. When preparing presentations, simplify your speaker notes so you explain concepts clearly.

Anthropic Claude is particularly effective for text simplification because it excels at preserving nuance while making text accessible. OpenAI models also produce clean, well-structured simplifications. Google Gemini handles multilingual simplification well if you need to simplify text in languages other than English. For academic or sensitive content, use Ollama with a local model.

Be aware that simplification always involves some loss of precision. For critical content like legal documents, medical information, or engineering specifications, use the simplified version as a starting point for understanding, not as a replacement for the original. The popup output mode is ideal for this use case, letting you compare the simplified and original versions side by side.