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A systematic guide to four core ML concepts: supervised learning's input-output mapping, classification's discrete label prediction, design matrices, and featurization for converting variable-length data into fixed vectors.

A detailed guide to building an automated movie actor screen time analysis pipeline, covering shot detection, face detection (RetinaFace/SCRFD), face recognition (ArcFace), and person ReID model selection.

Explore how AI is breaking through bottlenecks in wild primate cognitive research. From facial recognition and behavior classification to sound analysis, AI reveals secrets of primate memory, social cognition, and communication.

Deep dive into Customer.io's major summer release: geofencing triggers, live notifications, flexible SMS providers, notification inbox, and WhatsApp management upgrades for unified multi-channel engagement.

Prosed is a transparency-focused AI book service featuring Source Map technology that color-codes creator originals vs AI additions, ensuring 90%+ creator-sourced content.
Deep DivesDeep dive into Replit's dual-pillar AI Agent evaluation framework, including open-source ByteBench benchmark, Telescope semantic clustering tool, and A/B test-driven continuous iteration methodology.
TutorialsSimon Willison built a complete iNaturalist observation aggregation tool using only his phone and Claude Code while camping. A detailed look at the Python CLI, Git Scraping, and static frontend architecture.
TutorialsA detailed guide to Simon Willison's open-source tool inaturalist-clumper 0.1, which automatically clusters iNaturalist observation records by time and location, outputting JSON for nature blogs, data visualization, and static site integration.
TutorialsSimon Willison built a complete iNaturalist observation display tool using only his phone and Claude Code while camping. A breakdown of the three-layer architecture: Python CLI, Git Scraping automation, and pure frontend display.
TutorialsSimon Willison built an iNaturalist observation display tool on his phone while camping using Claude Code, Git Scraping, and GitHub Actions with zero servers.
Product ReviewsSimon Willison built an iNaturalist observation gallery using only his phone and Claude Code while camping. A breakdown of the three-layer architecture: Python CLI clustering, Git Scraping automation, and AI-generated frontend.
TutorialsSimon Willison built an iNaturalist observation display tool from scratch using his phone and Claude Code while camping. Full breakdown of the three-layer data pipeline architecture and AI-assisted mobile development workflow.
Product ReviewsSimon Willison built an iNaturalist observation display toolchain using only his phone and Claude Code while camping—featuring Python CLI, Git Scraping, and a pure frontend architecture with zero server maintenance.
Product ReviewsSimon Willison built an iNaturalist observation display tool entirely on his phone with Claude Code while camping, using Git Scraping + GitHub Actions for a zero-cost serverless architecture.
TutorialsSimon Willison built an iNaturalist observation tool using only a phone and Claude Code. Learn about the three-layer serverless architecture: Python CLI, Git Scraping with GitHub Actions, and pure frontend display.
Product ReviewsSimon Willison built an iNaturalist observation visualization tool while camping using his phone and Claude Code, featuring a Python CLI, Git Scraping, and pure frontend three-layer architecture.
TutorialsSimon Willison built an iNaturalist observation display tool using Claude Code on his phone while camping. Learn the three-layer architecture: Python CLI, Git Scraping, and static frontend.
Product ReviewsSimon Willison built an iNaturalist observation viewer using only a phone and Claude Code while camping. This article breaks down the three-layer architecture: Python CLI data aggregation, Git Scraping automation, and AI-generated frontend.
TutorialsSimon Willison built an iNaturalist display tool on his phone while camping using Claude Code, with a zero-cost serverless architecture of Python CLI + Git Scraping + static frontend.