SANS

GERARD

Google Developer Expert

Developer Evangelist

International Speaker

Spoken 210 times in 43 countries

Founder NextAI London

Founder Axiom Masterclass

Stochastic parrot or AGI?

What is a distribution?

Algorithmic Bias

Pick a number between 1 and 10 without saying it out loud.

Rise your hand if you picked the number

7

10

Seven is up to 10 times higher!

x10

7

10

7

10

The Ghost of Out-Of-Distribution

10:10

9:15

Final Boss: Context Contamination

Messi

Ronaldo

Lisbon

Distribution Drift

Original Prompt

New Prompt

What is an AI Agent?

Access to Tools and APIs

Python Sandbox

Google Search

Function

Calling

Multi-Agent Systems

Context Agent

 

Priorisation
Agent

 

Execution Agent

 

User

 

Goal/Rules

 

Task Queue

 

Task

 

Task creation Agent

 

1. Provide objective

 

4. Complete task

 

6. Update tasks

 

2. Add new tasks

 

3. Query context

 

Memory

 

5. Store task/result

 

Tools

 

Gemini Deep Research

Gemini Live in Action

Talk

30 Natural Voices

+24 Languages

2-15min

Show

Video

Attachments

Ask

Code Execution

Function Calling

 Web Search

AI Voice

Agents

AI Voice Agents Use Cases

Real Time

Native Audio

200-600 ms

30 Voices

Interactive

Half-Cascade

500-800 ms

8 Voices

On Demand

Text-To-Speech

few seconds

30 Voices

Tools: Google Search

Google Search

Run query in

Google Search

Tools: Function Calling

Function Calling vs MCP

Model 2

Model 1

Model 2

Model 1

Demo: AI Voice Agent using MCP

Voice-First Use Cases

24/7 Bookings using AI Voice Agents

Robot Cafe

Scan to access Slides.

Useful Links and Materials