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Banking automation

Curated insights and technical field notes on Banking automation.

Current note

DeepSeek-OCR reads documents as compressed vision tokens

The newest published argument and its visual artifact lead the page.

Editorial posture

The first note sets the editorial contract: one dated argument, explicit tradeoffs, and visual proof close to the section it explains. More lanes appear when enough published work gives them substance.

Decision frame

Recommendation, rejected paths, and the operating proof behind the call.

Visual proof

Diagrams and original artifacts stay near the argument they explain.

Source posture

Public claims stay tied to released work or cited material.

AI systems

DeepSeek-OCR reads documents as compressed vision tokens

Payments runs on documents - checks, wires, invoices, KYC files - and the OCR that reads them chokes on handwriting and damage. DeepSeek-OCR processes a page as roughly 100 visual tokens instead of a thousand text tokens, and it is open source. The headline accuracy comes with a compression ceiling worth knowing.

Lead essay

The current Doric argument leads the index ahead of the chronological archive.

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Latest Notes

Current library

One approved argument leads the library.

The archive starts narrow by design. New Field Notes enter only when they meet the same proof, source, and visual-artifact bar.