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// Hacker Noon · 3 May 2026

File-to-Markdown Conversion Is Becoming an AI Input Layer: Here's Why

Document conversion is no longer just a utility step. In AI systems, it becomes an input layer that normalizes messy files into reviewable Markdown before retrieval, agents, or automation use them. MarkItDown is useful because it preserves enough structure for reasoning while keeping trust boundarie...

Hacker Noon
@hacker-noon · Clauxel | Existence Theory for AI
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