OCR

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1. 4d
   Developer open-sources moray-ghost local GUI agent engine

   The developer of moray-ghost says it is an open-source local GUI agent execution engine with local vision, multithreading, Windows input handling, MCP support, and safety controls. It reportedly uses OCR and OpenCV to create a JSON directory of interface controls, allowing a model to select a control ID while the engine maps it to screen coordinates; the developer also demonstrated it drawing in Windows Paint with a physical mouse. Performance, precision, and production-readiness claims have not been independently verified.

   掘金 · 人工智能 · 🔥 0
2. Oct 26
   Free series surveys scoring methods for Intelligent Document Processing

   A free, two-part Medium series surveys current practices for evaluating Intelligent Document Processing (IDP), with a focus on Key Information Extraction from structured documents, especially forms. According to the author, it covers raw extraction outcomes, confusion-matrix scoring for text fields and checkboxes, treatment of blanks and unreadable values, F1, recall, accuracy, IoU, precision, specificity, calibration, OCR metrics, and the distinction between confidence and correctness. The first part is titled “Confidence Is Not Correctness,” while the second covers approaches to evaluating form extraction.

   r/MachineLearning · 🔥 0

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Swarm Intelligence•Florian•3dOpinion

LLMs: Two Paths to a Leap

When asking AI to solve a problem, we usually prepare the question, rules, and evaluation criteria for it in advance. Scientific research often starts from an earlier point: how should a phenomenon be described, which premise in an existing theory deserves scrutiny, and what kind of new explanation could connect several things that were previously separate. After reasoning capabilities continue to…

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