Ugoos X5M Pro is a TV box based on Amlogic S905X5M chipset, which is one of the new budget chipsets from Amlogic (no VCC/H.266 support for instance). This box is similar if not identical to it’s older brothers from X4 family (reviewed here in the past), and the specs are simply upgraded. Aside for BT …
Ugoos AM9 is Ugoos’ newest offering, but like with SK series (SK1 to SK2), it takes a step back. From the powerful AM6 Pro and the AM8 (not sure where AM7 went), it goes to a cheaper chipset (Amlogic S905X5) with lighter specs. Many thanks goes to James from Ugoos for providing the AM9 Review …
Ugoos SK2 is Ugoos’ new budget Android TV box, and it’s a bit different than their other boxes. The biggest difference is the OS. SK2 uses Google Android TV at its core, and a realtek RTD1325 chipset. All of that is done to keep costs down, while still including licensing for the big streaming services. …
Let’s discover how neural networks learn, step by step The post Backpropagation Explained for Beginners (Part 1): Building the Intuition appeared first on Towards Data Science. Read More
Enterprise Document Intelligence [Vol.1 #6quinquies] – Prompt engineering, then context engineering, then loop engineering. On the question side, the loop is small by design: read the doc, ask what is missing, re-parse. The post Loop Engineering for RAG Question Parsing: The Small Loop That Runs Before Retrieval appeared first on Towards Data Science. Read More
An AI agent passed every metric in the eval harness I published, then the CFO killed it — its successful resolutions cost more than the humans it replaced. The one metric that predicts whether an agent survives production, and how to measure it without a rebuild. The post Your AI Agent Passed Every Eval. Finance …
A practical enterprise AI architecture with data agents, AI-powered QA, and AI governance. The post Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform. appeared first on Towards Data Science. Read More
Enterprise Document Intelligence [Vol.1 #10A] – The escalation cascade and the free, deterministic checks that flag a failed parse before you pay for a deeper one The post Loop Engineering with Adaptive PDF Parsing: Start Cheap, Pay for a Heavier Parser Only When the Page Needs It appeared first on Towards Data Science. Read More