Beyond Market Intelligence/Photoshop

Photoshop

Beyond Market Intelligence keeps Photoshop in one place: one story so far. The section currently leads with “Ten years of manual crop data unlock automated book digitization”. A decade of manual Photoshop work taught one archivist what no model could: crop boundaries are a human preference, not a pixel pattern. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Photoshop story on Beyond Market Intelligence, newest first.

Machine Learning

Ten years of manual crop data unlock automated book digitization

A decade of manual Photoshop work taught one archivist what no model could: crop boundaries are a human preference, not a pixel pattern. After recovering 575,729 labels from 1,765 books, scaling data, models, and resolution all failed to move pass@80. Ten operator-corrected crops per book outperformed every lever. That insight, plus a conservative retouching pipeline, makes this a quietly radical study in what supervision actually means. For boundary calibration and archival inpainting, the open questions here are worth engaging.