Chess Stetson

Grounded AI with Knowledge Graphs

A Talk by Chess Stetson (Computational neuroscientist, Conode)

About this Talk

Problem: Despite the power of Gen AI, organizations still struggle to uncover value in their most complex data. Challenges in data integration, knowledge representation and reasoning still stand in the way of fact-based, hallucination-free AI in the business context. AI grounded in data should reveal deep, data-supported insights from even the most complex and poorly normalized databases.

Opportunity: It is becoming increasingly understood in the field that Knowledge Graphs offer a highly promising methodology for grounded AI. Graph RAG, for example, allows for the highest-performance truth-based natural language-based knowledge retrieval, provided you can construct and maintain a rich enough knowledge graph. conode’s completely novel methodology for schema-on-read, full-observability graph construction, management and AI-agent-mediated evolution significantly advances this vision.

Importance: By using knowledge graphs, organizations can improve the accuracy, relevance, and contextual understanding of their data, their AI’s behavior, and AI-generated content. This has significant implications for various industries, including customer service, content creation, and research.

Target Audience: Data scientists, AI engineers, and business leaders who are interested in improving the performance of their AI applications.

conode's (formerly dRISK.ai) unparalleled Graph Solution:

  • Unparalleled Speed: conode's in-memory architecture delivers lightning-fast performance, allowing you to build and explore knowledge graphs at unprecedented speeds.
  • Comprehensive Observability: Gain a complete view of your data with a completely novel way of constructing and visualizing a graph from any set of dimensions
  • True Nocode Interface: conode’s intuitive platform makes it easy for anyone to build and manage knowledge graphs, without requiring extensive technical expertise. Conode eclipses both the most sophisticated database queries and most notebook coding via an easy-to-use combination of point-and-click and natural language commands.
  • Enhanced AI Capabilities: Leverage knowledge graphs to improve the accuracy, relevance, and contextual understanding of your AI-generated content.

Impact:

  • Build complex Knowledge Graphs in no time, without spending time on data fusion/prep/cleansing and ontology design to gain deep insights at speed
  • Accelerate AI Development: Build and deploy AI models faster and more efficiently.
  • Improve AI Performance: Enhance the accuracy, relevance, and contextual understanding of your AI-generated content.
  • Gain a Competitive Advantage: Unlock the full potential of your data and stay ahead of the competition.

By using conode's unparalleled graph technology, organizations can overcome the challenges of building and using knowledge graphs, unlocking the true potential of their data for AI applications.

12 December 2024, 03:45 PM

Lightning Talk Stage

03:45 PM - 04:05 PM

About The Speakers

Chess Stetson

Chess Stetson

Computational neuroscientist, Conode

Chess completed his doctoral and post-doctoral work in Computation and Neural Systems at Caltech, and previously earned an AB in Physics from Harvard.

Chess Stetson

Location

Convene 133 Houndsditch

133 Houndsditch, London

Neo4j

Neo4j, the Graph Database & Analytics leader, helps organizations find hidden relationships and patterns across billions of data connections deeply, easily, and quickly.

Platinum Sponsor

Ontotext

Connect the dots of your data! Ontotext helps enterprises to lower data management costs by up to 30%, enable data fabric architectures, create digital twins, utilize Graph RAG benefits, and take information delivery from days to minutes!

Gold Sponsor

Semantic Web Company / PoolParty

The vendor of PoolParty Semantic Suite. Graph-based text mining, recommender systems, and data fabric solutions.

Gold Sponsor

yWorks

yWorks specializes in the development of professional software solutions that enable the clear visualization of diagrams and networks.

Gold Sponsor

Oracle

We’re a cloud tech company that provides organisations around the world with computing infrastructure and software to help them innovate, unlock efficiencies and become more effective. We also created the world’s first – and only – autonomous database to help organise and secure our customers’ data.

Gold Sponsor

Ultipa

Ultipa builds next-gen graph XAI & real-time database empowering smart enterprises w/ smooth digital transformations.

Sliver Sponsor

Oxford Semantic Technologies

Oxford Semantic Technologies (OST) spun out from the University of Oxford and was acquired by Samsung in 2024. OST provides AI software to extract insights from big data, solving issues like medical diagnostics and financial crime. One founder is a BCS Lovelace Medal winner.

Sliver Sponsor

FlureeDB

Web3 data platform built on standards. Fluree powers connected, secure, and agile data ecosystems.

Bronze Sponsor

Senzing

Senzing is the first to deliver real-time, artificial intelligence for entity resolution. Senzing software enables organizations of all sizes to gain highly accurate and valuable insights about who is who and who is related to whom in data.

Bronze Sponsor

Semantic Partners

We partner with you, and your chosen semantic stack, to liberate your data's meaning from isolated silos.

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Epsilla

All-in-one platform to create AI agents powered by your private data and knowledge. Make GenAI prototype to production 10 times faster. We are backed by Y Combinator. Start free today: https://epsilla.com

Bronze Sponsor

Neural Alpha

Since 2016 Neural Alpha have delivered cutting edge, sustainability centric Connected Data solutions for blue-chip corporates, financial institutions, Governments and NGOs. Our bespoke software & data solutions fuse AI, Knowledge Graphs, Taxonomies & other technologies for unprecedented insights.

Sliver Sponsor

GraphWise

Graphwise, born from the merger of Ontotext and Semantic Web Company, empowers enterprises to maximize AI ROI with trusted knowledge graph and semantic AI solutions, employing over 200 people globally across North America, Europe, and APAC.

Gold Sponsor

Lettria

Transparent, verifiable AI, Lettria lets your business docs and data deliver trustworthy AI answers.

Bronze Sponsor

Cricket Hill

Cricket Hill: Greek Organic Premium Olive Oil, Cosmo-Local Events and Tours

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