Artificial Intelligence +·
Why it matters: GraphRAG vs traditional RAG compared: accuracy, cost, latency, and real case studies to help you pick the right retrieval method for your data.
Read full articleBalancing context capability against cost, speed, and data The post Long Context vs. Short Context Model: When Does a Long Context Model Win? appeared first on Towards Data Science.
Arkham has launched an Elo style rating system that measures prediction market traders by accuracy and the difficulty of their successful calls. The post Arkham launches Elo ratings for prediction market traders appeared first on Crypto Briefing.
GraphRAG and Vector RAG address different retrieval needs. Vector RAG splits documents into chunks, embeds them, retrieves semantically similar passages, and sends them to an LLM. It is simple, fast to build, and works best when answers sit within one or two relevant chunks. GraphRAG adds structure by extracting entities, relationships, and communities, making it […] The post GraphRAG vs Vector RAG: Which Retrieval Method is Best? appeared first on Analytics Vidhya.
Scale cannot solve AI’s fundamental problem with accuracy
Researchers gave top AI models a classic attention test used in psychology and found a major flaw. While the models could correctly name colors in short lists, their performance deteriorated sharply as the task became longer and more complex. Some leading systems fell from over 90% accuracy to nearly complete failure.
YOM TGE timing and performance claims collide: 30,000+ rigchecks, <12ms latency, and partner date mismatches. Risks, token utility, and gaming use cases assessed.
How edge processing for EHS keeps worker data on-site, cuts alert latency, and scales AI safety monitoring across industrial facilities.
The AI industry has matured to the point where raw intelligence is no longer the only thing that matters. A year ago, every model release was a race to publish bigger benchmark numbers. More parameters, features and everything in between. Today, the conversation is shifting. Developers care about reliability. Enterprises care about cost, scalability, and […] The post Claude Opus 4.8: A Smarter Model in the Right Direction appeared first on Analytics Vidhya.
