Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 characters). This works for prose, but it destroys the logic of technical ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Google has launched SQL-native managed inference for 180,000+ Hugging Face models in BigQuery. The preview release collapses the ML lifecycle into a unified SQL interface, eliminating the need for ...
IEEE

Regional Frequency Dynamics Modeling of Power Systems Incorporating Frequency Support from HVDC Links and Renewable Energy Sources

Abstract: The increasing penetration of Renewable Energy Sources (RESs) and High Voltage Direct Current (HVDC) challenges the system frequency stability and the frequency shows distinct ...
IEEE

A Novel Dexterous Steerable Catheter Robot System: Design, Modeling and Evaluation

Abstract: Vascular interventional surgery (VIS) robots still face limitations in enhancing treatment quality. The primary challenges come from the accurate morphology control and miniaturization of ...