knowledge

The Good-Enough Truth

Could Shopify be right in requiring teams to reveal why AI can’t do a job before approving recent human hires? Will corporations that prioritize AI solutions eventually evolve into AI entities with significantly fewer employees? These are...

Overcome Failing Document Ingestion & RAG Strategies with Agentic Knowledge Distillation

Introduction Many generative AI use cases still revolve around Retrieval Augmented Generation (RAG), yet consistently fall wanting user expectations. Despite the growing body of research on RAG improvements and even adding Agents into the method,...

Schmidt CEO “AGI can create latest knowledge … again Renaissance will occur again”

Eric Schmidt, former Google CEDO, argued that the true artificial intelligence (AGI) could lead on humans within the realm of recent knowledge beyond the repeated level of learning. Just as humans have made an...

Why Data Scientists Should Care about Containers — and Stand Out with This Knowledge

“I train models, analyze data and create dashboards — why should I care about Containers?” Many people who find themselves latest to the world of knowledge science ask themselves this query. But imagine you will...

From Keyword Search to OpenAI’s Deep Research: How AI is Redefining Knowledge Discovery

The best way we seek and process information has experienced a big transformation over the past few years. Advances in artificial intelligence are fundamentally redefining knowledge discovery. The arrival of AI, followed by the...

Launch of ‘GraphRAG’ model able to real-time knowledge update…”Real-time data is more essential than data learning”

A model has emerged showing that accessing a real-time database is simpler than increasing pre-training parameters to extend the accuracy of artificial intelligence (AI) models. For this purpose, ‘Graph Search Augmented Generation (GraphRAG)’ was...

Epic “Crossover” Between AlphaFold 3 and GPT-4o’s Knowledge of Protein Data Bank Entries

Exploring how GPT-4o’s knowledge of the Protein Data Bank coupled to systems like AlphaFold 3 could allow for brand new ways to look and study biomolecular structures.Should you are into bioinformatics and data evaluation...

“The ‘RAG Agent’ that finds various knowledge sources might be a game changer.”

Going beyond the present Search Augmented Generation (RAG), which conducts searches based on a single knowledge source, predictions have emerged that so-called 'RAG agents', which extract information from multiple knowledge sources using various tools,...

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