Think Different

  #DataGemma  is an experimental set of #open #models designed to ground responses in #realworld #statistical #data from numerous #public #sources ranging from census and health bureaus to the #UN , resulting in more factual and trustworthy AI. By integrating with Google ’s #Data Commons, DataGemma’s early research advancements attempt to address the issue of #hallucination—a key challenge faced by language models #llm . What is the Data Commons? Google Data Commons: A Knowledge Graph for Public Data Google Data Commons is a public knowledge graph that integrates and harmonizes data from various sources, making it easier to explore and analyze. It's designed to provide a unified view of the world's information, enabling users to discover insights and trends across different domains. Key Features and Benefits: Unified Dataset: Data Commons combines data from over 200 sources, including government statistics, academic research, and private sector data. This creates a ...

Graph theory is a branch of mathematics that studies graphs, which are mathematical structures that model relationships between objects. A graph is made up of vertices that are connected by edges. You can find out more about graph theory here https://en.wikipedia.org/wiki/Graph_theory A connected graph is a graph where every pair of vertices is connected, meaning there is a path between them. A graph is also called disconnected if it is not connected. A connected graph may have a minimum number of edges or vertices that need to be removed to separate the vertices. A graph that has vertices removed is called a vertex-connected graph, while a graph that has edges removed is called an edge-connected graph.  GraphQL: The Flexible API Query Language - What it is: GraphQL is a query language specifically designed for APIs that expose data structured as a graph (like knowledge graphs). - Key Features:     - Client-Driven: Clients specify the exact data they need, unlike tra...