Machine Heart

Jul 26, 2026 · Artificial Intelligence

From Compression to Memory MonkeyOCRv2 Reconstruction Preserves Document Evidence

MonkeyOCRv2 demonstrates that a visual encoder’s ability to reconstruct pixel‑level document images—acting as visual memory—significantly boosts OCR and broader document AI benchmarks, with controlled experiments showing a 13.2‑point gain, cross‑task improvements, and the release of a 1.13‑billion‑image public dataset.