Media

Featured Highlights

Selected talks, videos, and podcasts.

Large Action Models Explained

Large Action Models Explained

Large Action Models Explained

Video

Small Language Models Explained

Small Language Models Explained

Video

Agentforce Reasoning Engine

Agentforce Reasoning Engine

Talk

The Future of
AI Teams

The Future of
AI Teams

Podcast

All Talks & Interviews

The Next Era of Enterprise AI

Global Big Data Conference • Keynote • Dec 2025

Powering Enterprise Robotics w/NVIDIA

AWS ReInvent • Invited Talk • Dec 2025

Operationalizing AI Across the Enterprise ↗

AI Decision Maker Summit • Panel • Dec 2025 • Watch Recording

The Rise of Small AI Models and Why They Matter More Than You Think ↗

Alchemist Accelerator • Podcast • Dec 2025 • Watch Recording

The Future of AI Teams: Research, Product, and Domain Expertise ↗

Data Neighbor • Podcast • Dec 2025 • Watch Recording

The Future of AI Agents: Fast, Multimodal, Battle-Tested ↗

Autonomous • Invited Talk • Dec 2025 • Watch Recording

The Hardest Problems in Voice AI: Latency and Determinism ↗

VapiCon • Panel • Nov 2025 • Watch Recording

Is the Future Small?

Small Data SF • Panel • Nov 2025

Better Data, Smaller Models, Bigger Impact

Small Data SF • Invited Talk • Nov 2025

What's Next for AI Agents?

Women in Data Science Bay Area • Invited Talk • Oct 2025

The Power of Small Models for Enterprise Agents

Alchemist Accelerator Influencer Series • Invited Speaker • Oct 2025

What's Next in the Agent Stack? ↗

MLOps World GenAI Summit • Invited Speaker • Oct 2025

3 Ways to Build Trusted Multi-Agent Systems

Dreamforce • Invited Talk • Oct 2025

Simulation Environments for the Enterprise ↗

Dreamforce • Keynote • Oct 2025 • Watch Recording

The Next Era of Enterprise AI: Small, Fast, Reliable ↗

The AI Conference • Invited Talk • Sept 2025 • Watch Recording

The Careers in Math

MIT • Panel • Sept 2025

The Future of AI Agents ↗

Ai4 Conference • Invited Talk • Aug 2025 • Watch Recording

Small Models, Big Impact↗

The Altered Perception • Podcast • Aug 2025 • Watch Recording

An Intro to Trajectory Data for AI Agents ↗

OpenXData • Invited Talk • May 2025 • Watch Recording

Powering AI Agents with Large Action Models ↗

MarketTechPost MiniCon • Invited Talk • May 2025 • Watch Recording

Atlas Reasoning Engine: Under the Hood ↗

TDX Salesforce Developer Conference • Invited Talk • April 2025 • Watch Recording

AI and Sustainability

SWE Golden Gate • Panel • April 2025

Building and Growing World-Class AI Teams

LeadDev • Invited Talk • Mar 2025

Generative AI in the Real World ↗

O'Reilly Media • Podcast • Feb 2025 • Watch Recording

LLM-Powered Agents: The Next Frontier in GenAI ↗

Girl Geek X • Invited Talk • Nov 2024 • Watch Recording

Innovations Powering the Future of Multi-Agent Systems

Post-Industrial Summit • Invited Talk • Nov 2024

New Frontiers in GenAI: Multi-Agent Systems, On-Device LLMs

Women in Data Science @ ODSC West • Invited Talk • Oct 2024

A Practical Guide to Efficient AI ↗

AI Engineer World's Fair • Invited Talk • Oct 2024 • Watch Recording

Large Action Models in a Multi-Agent World

Dreamforce • Invited Talk • Oct 2024

Optimize AI Efficiency: Tools & Techniques ↗

MLOps World GenAI Summit • Invited Talk • Oct 2024

Building AI Agents ↗

The AI Conference • Panel • Sept 2024 • Watch Recording

Small GenAI Models for Everyone ↗

Women and AI • Invited Talk • Sept 2024 • Watch Recording

Tech Career Panel

dev/color Member Summit • Panel • Sept 2024

AI Powered Data Unification for Data Platforms ↗

Data Engineering for AI/ML • Invited Talk • Sept 2024 • Watch Recording

Where's AI Heading? ↗

Salesforce Newsroom • Interview • Sept 2024 • Watch Recording

The Next Frontiers of Generative AI: RAG, Agents, On-Device

Black is Tech Conference • Invited Talk • Aug 2024

Exploring What's Next for AI and Robotics

Black is Tech Conference • Panel • Aug 2024

What's Next in GenAI

AIAI Generative AI Summit Austin • Invited Talk • July 2024

Experts Talk: Why Tech Leaders are Racing to Improve On-Device AI ↗

Market Scale • Panel • July 2024 • Watch Recording

What's Next in GenAI: Multi-Agent Systems, On-Device AI

AIAI Generative AI Summit San Jose • Invited Talk • Mar 2024

The State of AI ↗

TDX Salesforce Developer Conference • Keynote • Mar 2024 • Watch Recording

The Future of On-Device AI on Mobile ↗

TDX Salesforce Developer Conference • Invited Talk • Mar 2024 • Watch Recording

LLM-Powered Agents

Women in Engineering Silicon Valley • Invited Talk • Mar 2024

How Salesforce's AI Research Team Drives Product Innovation

Salesforce Newsroom • Interview • Sept 2023

xGen Small Models

Dreamforce • Invited Talk • Sept 2023

Evaluating Recommender System Robustness

Girl Geek X • Invited Talk • May 2022 • Watch Recording

Shelby Heinecke, PhD | 2025