The Data Exchange with Ben Lorica

Using Data and AI to Democratize Entity Resolution and Master Data Management

Jul 13, 2023
Ask episode
Chapters
Transcript
Episode notes
1
Introduction
00:00 • 2min
2
The Challenges of Entity Resolution
01:56 • 3min
3
How LLMs and Entity Resolution AIs Can Help Eliminate the Accuracy Problem in Entity Resolution
04:30 • 2min
4
The Future of Vector Databases
07:00 • 2min
5
The Challenges of a Sequence Neutrality System
09:06 • 2min
6
How to Parse the ER Challenge
10:47 • 2min
7
Gen 6's Hold Start Problem
12:37 • 2min
8
How to Use Conversational AI to Explain Your Decisions
15:05 • 1min
9
The Relationship Between Large Language Models and Our AI for Resolution
16:27 • 2min
10
How to Build a Multi-Script Explainable Energy Resolution System
18:17 • 2min
11
The Evolution of Entity Resolution
20:13 • 2min
12
Entity Resolution: A Mainstream Idea
22:04 • 3min
13
How to Use Elastic Elasticling on AWS to Automate API Checks
25:06 • 2min
14
The Role of Tools in Entity Resolution
27:27 • 2min
15
The Future of Language Computer Vision
29:48 • 2min
16
The Pros and Cons of Deep Learning
31:21 • 2min
17
Vector Databases and Vector Search: The Future of Data Mining
33:43 • 2min
18
Multi-Modality Anti-Entity Resolution Defakes
35:55 • 2min
19
The Challenges of Scale and Latency for Organizations
38:03 • 2min
20
Quantum Computing and Conversational AI
40:15 • 2min
21
How to Build a Conversational in-House Using Open Source Code
42:40 • 2min
22
The Future of CX Is Coming
44:15 • 2min
23
The Importance of Custom LLM in Corporate Security
46:19 • 2min
24
AI and Machine Learning in the Real World
48:15 • 2min