talk-data.com talk-data.com

Event

Google Cloud Next '25

2025-04-09 Google Cloud Next Visit website ↗

Activities tracked

234

Google Cloud Next Conference (25)

Filtering by: LLM ×

Sessions & talks

Showing 51–75 of 234 · Newest first

Search within this event →

How LG AI Research uses AI Hypercomputer to build EXAONE Gen AI Models and experiences

2025-04-10
session
Honglak Lee (LG AI Research) , Pramod Ramarao (Google Cloud)

Learn how LG AI Research uses Google Cloud AI Hypercomputer to build their EXAONE family of LLMs and innovative Agentic AI experiences based the models. EXAONE 3.5, class of bilingual models that can learn and understand both Korean and English, recorded world-class performance in Korean. The collaboration between LG AI Research and Google Cloud enabled LG to significantly enhance model performance, reduce inference time, and improve resource efficiency through Google Cloud's easy-to-use scalable infrastructure

Adding Agentic Aware Security

2025-04-10
session
John DeMartino (Google)

AI application growth brings security challenges, especially in multi-tenant environments. This talk explores access control issues in agentic workflows, using Google's Reasoning Engine. We'll cover limitations of current methods, user/agent identity interplay, data isolation, and secure delegation to LLMs. Future solutions include fine-grained access control and secure identity propagation. Learn to design secure, scalable AI workflows.

Audio and visual interactions with Gemini 2.0 and Multimodal Live API

2025-04-10
session
Ian Ballantyne (Google)

Experience a new way to interact with LLM-powered agents! With Gemini 2.0 and Multimodal Live API, users can give audible instructions and show visual content from a camera or screen, while receiving spoken responses from the model. This enables more natural, timely communication and unlocks multimodal agent workflows. This session showcases how existing agent experiences can be adapted for voice and visual cues, and explores new possibilities with this technology.

Consumer-Facing AI Chatbots: Insights on Agent Design, Scaling and Brand Safety

2025-04-10
session

Building a GenAI chatbot for millions of users? This session reveals the secret sauce: best practices in LLM orchestration, advanced agentic patterns, and grounded responses, all while prioritizing brand safety. Learn key architectural decisions for balancing latency and quality, and discover strategies for scaling to production.

Intro to Gemini 2.0 Flash

2025-04-10
session

This hands-on lab introduces Gemini 2.0 Flash, the powerful new multimodal AI model from Google DeepMind, available through the Gemini API in Vertex AI. You'll explore its significantly improved speed, performance, and quality while learning to leverage its capabilities for tasks like text and code generation, multimodal data processing, and function calling. The lab also covers advanced features such as asynchronous methods, system instructions, controlled generation, safety settings, grounding with Google Search, and token counting.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!

Multimodal Retrieval Augmented Generation (RAG) using the Vertex AI Gemini API

2025-04-10
session

Build a multimodal search engine with Gemini and Vertex AI. This hands-on lab demonstrates Retrieval Augmented Generation (RAG) to query documents containing text and images. Learn to extract metadata, generate embeddings, and search using text or image queries.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!

Revolutionizing Manufacturing: The Journey to AI-Powered Productivity with Gemini

2025-04-10
session
Bill Kempert (Zekelman Industries) , Luis Solano (Google Cloud)

Discover how leading manufacturing companies are leveraging AI to transform employee experience and drive productivity with AI-enabled workflows and assistants. Learn about the evolution of these tools, the positive user feedback they received, and further possibilities around image and code generation. This session will provide a compelling look at how AI can revolutionize large enterprises, with practical insights into implementation and future possibilities.

AI for everyone: Unlock employee productivity with Google Workspace and partners

2025-04-10
session
Sumit Garg (Atlassian) , Mayank Gandhi (Wayfair) , Asal Elleuch (Salesforce) , Ava Malla (Google)

Generative AI is transforming every role in your organization. In this panel, Google and AI platform leaders Salesforce and Atlassian will share how Gemini for Google Workspace and partner integrations can transform how your organization works. And Wayfair will share how they’re using Gemini and Salesforce to drive their business. Discover how Workspace empowers the future of work with Gemini integrated into how every role gets work done, boosting productivity and unlocking growth.

Data-driven decisions: Gemini and BigQuery for startups

2025-04-10
session
Alon Talmor, PhD (Ask AI) , Aniket Arora (Google Cloud) , Seamus Abshere (Faraday) , Abhishek Agrawal (Material Security)

Unleash the power of AI-driven analytics with Gemini and BigQuery. Learn how to uncover trends, automate complex queries, and make smarter decisions. Explore real-world examples from industry leaders using AI to extract insights from unstructured data like text, images, and audio to streamline operations and unlock growth.

Monitor performance for LLM training and inference workloads on GKE

2025-04-10
session
James Maffey (Google Cloud) , Jie Wu (Google Cloud)

Struggling to monitor the performance and health of your large language model (LLM) deployments on Google Kubernetes Engine (GKE)? This session unveils how the Google Cloud Observability suite provides a comprehensive solution for monitoring leading AI model servers like Ray, NVIDIA Triton, vLLM, TGI, and others. Learn how our one-click setup automatically configures dashboards, alerts, and critical metrics – including GPU and TPU utilization, latency, throughput, and error analysis – to enable faster troubleshooting and optimized performance. Discover how to gain complete visibility into your LLM infrastructure.

Gen AI adoption: Real-world customer stories with Avery Dennison and Mercer International

2025-04-10
session
Luciana Salles (Avery Dennison) , Alistair Skey (Mercer International) , Kelly Shannon (Google)

Join us to learn how Avery Dennison and Mercer International are transforming their workflows with Google Workspace with Gemini. They'll share their journeys, including evaluation criteria, roll-out strategies, and the impact of generative AI on productivity and employee satisfaction. Gain valuable insights into successful AI adoption and learn how to leverage these powerful tools within your own organization.

Building the next generation of personalized web experiences today

2025-04-10
session
Matt Dunn (Valtech)

Whilst GenAI has brought conversational experiences to the forefront, the next generation of web interfaces will demand more than just chat interactions. Instead, delivering highly personalized experiences requires a powerful blend of search, dynamic multimodal visual elements, and conversational interactions. In this session, discover how Valtech, the experience innovation company, is leveraging Vertex AI Agent Builder and Gemini with React to redefine experiences on the web.

This Session is hosted by a Google Cloud Next Sponsor.
Visit your registration profile at g.co/cloudnext to opt out of sharing your contact information with the sponsor hosting this session.

Generative AI training for partners

2025-04-10
session

Is your team ready for the future of cloud? Discover how Google Cloud is equipping partners with the cutting-edge expertise needed to capitalize on the rapidly evolving generative AI landscape. You’ll learn about these transformative programs, learning paths, as well as targeted journeys for Vertex AI, generative AI Agent Builder, Gemini, and Customer Engagement Suite. Whether your just starting your gen AI journey, or are ready to tackle advanced implementations, we have just the training for you.

Gen AI adoption: Real-world customer stories with Globe Telecom and Banesco USA

2025-04-10
session
Julio Valle (Banesco USA) , Jorge Arias (Google) , Francis Pugeda (Globe Telecom)

Join us to learn how Globe Telecom and Banesco USA are transforming their workflows with Google Workspace with Gemini. They'll share their journeys, including evaluation criteria, roll-out strategies, and the impact of generative AI on productivity and employee satisfaction. Gain valuable insights into successful AI adoption and learn how to leverage these powerful tools within your own organization.

Performant AI Infrastructure Architecture for a Custom Chatbot

2025-04-10
session
Anghesom Naizgi (Google)

An architecture for a robust custom AI chatbot backed by Vertex AI with Gemini and fully managed GCP services. Cloud-Based: Scalable platform will ensure high availability and performance. Reduced Development Time: Significantly reduce the time and effort required to build and deploy custom AI chatbots. Scalability and Performance: Ensure that the chatbots can handle high volumes of traffic and maintain optimal performance. 

The solution democratizes the development of AI chatbots, making them accessible to wider enterprises and various domains."

Engineering Reliable Agentic Systems to Unlock Business Value at Scale

2025-04-10
session
Nikhil Malhotra (Tech Mahindra)

Using Google AI stack, Tech Mahindra has developed AgentX program and has built reliable AI Agents to deliver industry best ROI. Our "Aether" architecture combines Gemini models with industry orchestration and integration approaches that work in real enterprise settings. We will walk through how we've tackled the tough problems - keeping agents reliable, managing knowledge effectively, and controlling those frustrating hallucinations in complex workflows, resulting in boosting productivity and improving experiences across the board.

This Session is hosted by a Google Cloud Next Sponsor.
Visit your registration profile at g.co/cloudnext to opt out of sharing your contact information with the sponsor hosting this session.

Using AI as a catalyst for marketing modernization

2025-04-10
session
Raghu Dubey (Publicis Sapient.)

As brands drive towards personalization and global outreach, it puts immense pressure on marketing operations. Learn how Publicis Sapient is leveraging Google Cloud’s Gen AI technologies to optimize our clients’ marketing operations and deliver growth through hyper personalization and efficient content creation. We will share a demo of how Retailers and Consumer Products companies can manage their full marketing ecosystem using Google Gen AI stack, including Gemini, Imagen and Vertex AI.

This Session is hosted by a Google Cloud Next Sponsor.
Visit your registration profile at g.co/cloudnext to opt out of sharing your contact information with the sponsor hosting this session.

Agent observability 101: Evaluating output and behaviour of your agents

2025-04-10
session
Ignacio Garcia (Vodafone) , Hussain Chinoy (Google Cloud) , Alan Blount (Google Cloud)

Want to control the output of your AI agents? This session explores essential Agent Ops practices, including metrics-driven development, large language model (LLM) evaluation with retrieval-augmented generation (RAG) and function calling, debugging with Cloud Trace, and learning from human feedback. Learn how to optimize agent performance and drive better business outcomes.

Gen AI adoption: Real-world customer stories with Ocado Retail and Rentokil Initial

2025-04-10
session
Matthew Kemp (Rentokil Initial) , Kieren Johnson (Ocado Retail) , Megan Hopkins (Google)

Join us to learn how Ocado Retail and Rentokil Initial are transforming their workflows with Gemini in Google Workspace. They'll share their journeys, including evaluation criteria, rollout strategies, and the impact of generative AI on productivity and employee satisfaction. Gain valuable insights into successful AI adoption and learn how to leverage these powerful tools within your own organization.are transforming their workflows with Google Workspace with Gemini. They'll share their journeys, including evaluation criteria, roll-out strategies, and the impact of generative AI on productivity and employee satisfaction. Gain valuable insights into successful AI adoption and learn how to leverage these powerful tools within your own organization.

Into the Geminiverse: How to accelerate your solutions development

2025-04-10
session
Luciano Martins (Google Deepmind)

Gemini 2.0, the latest foundational model released by Google DeepMind, offers improved performance, real-time interactions support, text-to-image and text-to-audio generations, Google Search grounding, and reasoning – all under a unified SDK that allows you to flawlessly navigate from the Gemini API to Vertex AI. In this talk, you’ll learn about the newest Gemini 2.0 capabilities, how to accelerate your prototyping, and guidelines to deploy your solutions from a single API to more complex pipelines.

Architecting gen AI agents from LLM ops to advanced techniques

2025-04-10
session
Enrique Chan (Google)

This talk provides an in-depth look at the core principles for developing effective and dependable Generative AI (GenAI) agents. We will begin by exploring fundamental LLM Ops best practices, such as caching and latency-aware design. We will then delve into techniques for optimizing agent performance, including reranking, session management, and advanced prompt engineering. Additionally, the session will cover critical aspects of GenAI development like Reinforcement Learning from Human Feedback (RLHF), Supervised Fine-tuning (SFT), and robust evaluation methods. Attendees will leave with a comprehensive understanding of the architectural considerations essential for constructing high-performing and reliable GenAI agents.

Grow your Google Workspace business with Cloud

2025-04-10
session
Fearghal O'Higgins (Google Cloud) , Rob Ruggles (Google Cloud)

Capitalize on the rapidly expanding Google Workspace market, fueled by Gemini integration in every GWS contract. Optimized for partner success, discover how Google is investing in these partnerships with new incentives & benefits. Walk away with actionable steps for partners to leverage these opportunities and lean-in with Google Workspace.

Gemini: A fish guardian for your pond

2025-04-10
session
LLM

The pond became a crime scene, and Gemini was the detective! Join us as we share how Gemini was used to investigate the mysterious deaths of some fish. Discover how this powerful large language model (LLM) can analyze hours of video footage to identify threats, automate responses, and help solve real-world problems – all without any pretraining or complex setup. In minutes, we’ll show you how to analyze videos and get insightful results with just a few lines of code.

GigaOM Leverages Gemini AI to Enhance Client Access to Analyst Insights

2025-04-10
session
Howard Holton (GiagOM) , Paul Lewis (Pythian)

Hear how GigaOM, a leading technology analyst firm partnered with Pythian to leverage Google's Gemini AI model showcasing its transformative potential. Learn how GigaOM enabled advanced question-answering on GigaOM’s reports, enhancing user engagement and insight accessibility, while eliminating manual analysis. Howard and Paul will share the prompt engineering, data integration and rigorous testing techniques that led to contextually relevant and accurate responses, providing clients with rapid, self-serve access to valuable insights.

This Session is hosted by a Google Cloud Next Sponsor.
Visit your registration profile at g.co/cloudnext to opt out of sharing your contact information with the sponsor hosting this session.

Intro to Generating and Executing Python Code with Gemini 2.0

2025-04-10
session

Unlock the power of code execution with Gemini 2.0 Flash! This hands-on lab demonstrates how to generate and run Python code directly within the Gemini API. Learn to use this capability for tasks like solving equations, processing text, and building code-driven applications.

If you register for a Learning Center lab, please ensure that you sign up for a Google Cloud Skills Boost account for both your work domain and personal email address. You will need to authenticate your account as well (be sure to check your spam folder!). This will ensure you can arrive and access your labs quickly onsite. You can follow this link to sign up!