12h ago · 27 min read · Topic under evaluation: The Role of Markup Files in AI Software Engineering Five frontier models. One identical prompt. A structured evaluation of what the results reveal about each model's knowledge,
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5h ago · 3 min read · In early March 2026, OpenAI dropped GPT-5.4 — a model family that crossed a huge milestone. On OSWorld-V (real desktop productivity benchmark), it scored 75%, edging past the human baseline of 72.4%.
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11h ago · 9 min read · Introduction What happens when a 50-year-old search algorithm learns to think like an intelligent agent? And what does it look like when AI systems stop waiting for instructions and start pursuing goa
Join discussion9h ago · 13 min read · Tax is one of those things that everyone has to deal with and almost nobody understands. Not because people are careless — but because the system was never designed to be understood. It was designed t
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2d ago · 20 min read · When AWS published the Agentic AI Security Scoping Matrix in November 2025, it put language around something we'd been building toward with Rynko Flow for a few months. The framework categorizes agent
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