Role of Graphs in the AI Space
A Talk by Tony Seale , Peter Crocker , Anthony Alcaraz and Leah Miller
About this Talk
Join this panel of all-star graph and AI professionals in a discussion around AI, graph, how they play well, what to avoid, and everything in between.
Key Topics
- Why is there so much conversation around AI and graphs?
- How do we know graphs improve AI, who is measuring this, and how?
- Where does Graph RAG fit in?
- Pitfalls to watch out for
- Advice on getting started in either graph or AI
Target Audience
- Chief Data Officers
- Data Scientists
- Data Modelers
- Technical Managers
Goals
- Explore the interplay between machine learning and knowledge based technologies
- Answer questions that matter
- Why is there so much conversation around AI and graphs?
- How do we know graphs improve AI, who is measuring this, and how?
- Where does graphRAG fit in?
- Pitfalls to watch out for
- Advice on getting started in either graph or AI
- Why should I get into this space?
- Lessons learned from the panel
Session outline:
- Intro by Ashleigh Faith
- Everyone introduces themselves
- Starting questions:
- Why is there so much conversation around AI and graphs?
- How do we know graphs improve AI, who is measuring this, and how?
- Where does Graph RAG fit in?
- Pitfalls to watch out for
- Advice on getting started in either graph or AI
- Closing remarks
Format
- Expert discussion, coordinated by moderator
Level
- Intermediate
Prerequisite Knowledge
- Basic understanding of Knowledge Graphs & Databases will be helpful
About The Speakers
Founder, The Knowledge Graph Guys
For over a decade, Tony has been passionate about linking data. His innovative vision for integrating Large Language Models (LLMs) and Knowledge Graphs in large organisations has gained widespread attention. His popular weekly LinkedIn posts have earned him the reputation of ‘The Knowledge Graph Guy
Co-founder, CEO, Oxford Semantic Technologies
Peter Crocker is the co-founder and CEO of Oxford Semantic Technologies (OST), developers of the industry-leading knowledge graph and reasoner RDFox.
Senior AI/ML BD/Strategist Manager EMEA, AWS
I am deeply involved in the AI community, where my expertise in decision science, particularly at the intersection of Large Language Models (LLM), Natural Language Processing (NLP), Knowledge Graphs, and Graph Theory, is applied to foster innovation and strategic development.
Moderators
Director of Innovation, AI, Knowledge Graph, and Semantic Search, EBSCO Information Services
I specialize in multilingual search and behavioral analytics, focused on semantics, interoperability, and natural language, and realized through ontologies and knowledge graph.
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.
