Search results for Chunking
Mobility
Socar cuts tire-related breakdowns 22 percent with AI diagnosis
Socar said it will jointly develop AI tire-reading technology with vehicle inspection AI solutions firm Autopedia. The companies have used Autopedia’s AI solution Doctor Tread since July last year to manage tire wear on Socar vehicles. From January to April, the rate of tire-related breakdowns fell 22 percent from a year earlier, and customer inconvenience cases dropped 20 percent. The new model aims to detect more types of tire abnormalities.
AI & Enterprise
Pinecone that helped popularise RAG now bets on an alternative
Pinecone, one of the companies that helped pioneer the vector database market supporting retrieval-augmented generation (RAG), is sending a different message around AI agents. The News Stack reported that Pinecone has provided 800,000 developers with chunking, embedding and retrieval methods for RAG over the past four years and unveiled its agent knowledge engine, Nexus, in early May. Pinecone argues RAG is unstable, slow and costly, but faces questions over industry adoption of its KnowQL.
AI & Enterprise
Why AI delivers no impact: Tech-first approach, ignoring data complexity and vendor-centric design
Han Sun-ho, chief AI officer at Bespin Global, said many companies fail to feel the impact of AI investment because they take a technology-first approach, overlook data complexity and build systems from a vendor perspective. He said AI is a management issue and requires internal capability-building alongside partners who understand the technology. Han cited text-to-SQL accuracy limits and vector database constraints, and urged firms to define problems first and start small based on business impact.
