CS-301f · Module 1

Format Transformation Techniques

3 min read

Each format has its own grammar. A blog article is structured by headings and paragraphs. A LinkedIn post is structured by a hook, body, and CTA in under 1,300 characters. An infographic is structured by visual hierarchy and data relationships. A podcast talking point is structured by conversational flow and rhetorical questions. Transformation is not compression — it is translation. The same idea expressed in blog grammar fails in LinkedIn grammar. The transformation respects the native format: sentence length, structure, visual emphasis, and reader expectation. AI can handle the first pass of transformation. The human editor ensures the output is truly native to the target format, not a shrunken version of the source.

Do This

  • Transform content to be native to each format — respect the grammar of the platform
  • Use AI for the initial transformation and human editing for format-native quality
  • Test format-transformed content against original-for-format content — the quality gap should be minimal

Avoid This

  • Copy-paste blog paragraphs into LinkedIn posts — they read as blog excerpts, not posts
  • Compress a two-thousand-word article into a social post — compression is not transformation
  • Skip human review of AI-transformed content — AI produces acceptable, human editing produces native