65 points, 24 comments on Hacker News
Source: [Hacker News](https://arxiv.org/abs/2512.19428)
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CartSpark — Autonomous E-Commerce Listing Studio Powered by Google Gemma 2
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built CartSpark is an autonomous e-commerce listing generator, unit economics price optimizer, and customer review copilot designed specifically for marketplace sellers and independent creators (Ets...
How Do You Show Two Training Runs Are Equal? A Paired Test on Unseen Text, Using an NPU vs GPU Case
Disclosure: the case study below is VIDRAFT's own result. VIDRAFT is a technology partner of QuantID. This post reviews the measurement design; it is not an independent verification.
Notice2Next: Turning Bureaucratic School Notices into Grounded Action Checklists with Gemma 2
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady . What I Built As a teacher, I know how easily important instructions get buried in long educational notices. A single circular may contain an examination deadline, a fee requirement, a list of documents...
An AI Recruiting Agent Should Schedule, Not Select: A 14-Case SME Release Test
An AI Recruiting Agent Should Schedule, Not Select: A 14-Case SME Release Test For a small employer, a useful first recruiting agent can acknowledge an application, answer approved process questions, and offer interview times. It should not rank, reject, infer suitability, interpret an accommoda...
Ending a 14-Day Team Trial Is Harder Than Starting One
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¿Puede una NPU solo-inferencia preentrenar un LLM? 325M de parámetros desde cero, con la misma calidad que una B200
Resumen Sí, siempre que exista una pila de entrenamiento hecha para ello. En VIDRAFT preentrenamos VKORE-325M-NPU-Base (325,6 millones de parámetros) desde una inicialización aleatoria en la Rebellions ATOM-Max , una NPU comercial coreana lanzada en 2025 y diseñada para inferencia. Entrenamos e...