An Anthropic researcher argued HTML is superior to Markdown for AI agent workflows — more visual, interactive, and human-readable. But Matt tested it and found HTML uses 5x more tokens per file. The tradeoff is real: visual clarity catches errors earlier and leads to better outputs, but the cost premium is significant for anyone already hitting their Claude limits.