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ScreenMemory: Measured Improvements in Visual Desktop Control
AI Research

ScreenMemory: Measured Improvements in Visual Desktop Control

March 23, 2026 24 minutes read 161

Region-Targeted Capture, Structural UI Automation, Semantic Navigation, and Accessibility-Tree Compression Independent Research -- June 2026 Project: ScreenMemory — an autonomous desktop agent perception stack | Benchmarks: Independent reproduction scripts available on request Abstract Autonomous desktop agents remain far below human performance on real-world operating-system

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Predicting Philippine Food Prices with Machine Learning: A Random Forest & Neural Network Analysis of 153,000 WFP Data Points
Market Analysis

Predicting Philippine Food Prices with Machine Learning: A Random Forest & Neural Network Analysis of 153,000 WFP Data Points

March 5, 2026 15 minutes read 187

A comprehensive analysis using Random Forest regression and PyTorch neural networks on World Food Programme price monitoring data across 17 Philippine administrative regions The Philippine Food Security Challenge The Philippines faces a uniquely precarious food security position. As a nation of over 115 million

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