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. …
The XENONnT detector glimpsed the ethereal subatomic particles that are born from the main type of fusion reaction that powers the sun. Read More
A viral debate over loops versus graphs points to a bigger shift in how we build AI systems. Here’s what graph engineering actually means, how it differs from prompt, context, and loop engineering, and why it matters. The post Graph Engineering for AI Agents: From Prompts and Loops to Workflows appeared first on Towards Data …
Why the skill-inflation panic is aimed at the wrong thing, and what it costs to make agent knowledge a build artifact instead of a file. The post From Static to Dynamic Skills: A Different Model for Agent Knowledge appeared first on Towards Data Science. Read More
At IFA 2026, Arbrest introduced COVE, a dynamic ergonomic chair designed specifically around women’s body proportions and working postures. COVE also won an IFA Innovation Award 2026 in the Best in Design category. I met with the Arbrest team at IFA and briefly tried the prototype shown on the show floor. Left: the Cove Dynamic …
Building a FastAPI endpoint for churn prediction, and everything that broke between “it runs” and “it’s live The post Your Model Isn’t Done Until Someone Else Can Call It appeared first on Towards Data Science. Read More





