ThoughtSpot Sage: AI-powered search experience

Using GPT-3 to analyse and generate visualisations

ThoughtSpot Sage's Unique Functionality

Handling Complex Queries

Improving Performance with Feedback

AI-powered Exploration and Search

Creating Data Models with AI

AI-assisted Data Modeling for Business Users

AI Help Bot Assistance

AI Insights via Chat

Intro to AI Powered Analytics

Large Language Models

The Concept of Emergence

Interesting Properties of Large Language Models

How LLMs Change Data Analytics

New Job Description for Data Analysts

Problems with Large Language Models

Leveraging GPT and Large Language Models

How to Query Data in Natural Language

Providing Feedback and Fixing Answers

AI powered Search Assistant

Generating synonyms using GPT

Automatic AI Insights

Editing Charts using AI Assistant

How ThoughtSpot Sage Works

Why ThoughtSpot Sage?

WHAT MAY CHANGE WITH 6G? WILL ML MODELS REPLACE SIGNAL PROCESSING BLOCKS?

PHASE 1 IS RF FOCUSED AND NOT NECESSARILY 6G RELATED!

PHASE 2: WHY IS THERE ROOM FOR MACHINE LEARNING TO BE APPLIED IN WIRELESS COMMUNICATION?

PHASE 2 AND PHASE 3: NEURAL RECEIVER AND AUTOENCODER - POTENTIAL GAINS

Overview

Self-Refinement

Knowledge Compression

Natural Language Condition

Self Refinement

Generative Agents

Replay Agent Memory and Infer New Observations

Replay and Expand Memory

Replaying the Agent Memory

Generative Agents Paper