"PixelRAG Doesn't Read Text — And That's Why It Wins

The benchmark figures, Wikipedia scale, author attribution, model architecture, and token-cost reduction are all precisely sourced and match the original paper and its coverage closely.

The opening claim ("more accurate than any other RAG on web data") overstates what the research actually demonstrated — a specific benchmark win against text-based baselines, not a universal superiority claim — and "truly amazing work" is enthusiasm rather than substance.