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Subject: Generative AI & LLMs (AI DevWorld) clear filter
Tuesday, February 11
 

1:00pm PST

PRO WORKSHOP: Introduction to Google DeepMind's Models: Gemini 2.0, Imagen 3, and Veo
Tuesday February 11, 2025 1:00pm - 2:50pm PST
Dev Security World Stage
Paige Bailey, Google, GenAI Developer Experience Lead Google

This intensive workshop is designed for developers eager to explore the cutting-edge capabilities of Google's latest AI tools. Participants will gain hands-on experience working with the Gemini APIs, Google AI Studio, Veo 2, and Imagen 3, enabling them to build intelligent applications and generate stunning creative content. We'll also cover how to use Gemini 2.0 in developer tools like Cursor, Sourcegraph Cody, and more. 
Speakers
avatar for Paige Bailey

Paige Bailey

GenAI Developer Experience Lead, Google
Paige Bailey is the engineering lead for GenAI Developer Experience at Google. Paige has a deep understanding of the generative AI landscape, having previously served as an applied machine learning engineer at Microsoft and GitHub, and a product lead for Google's PaLM v2 and Gemini... Read More →
Tuesday February 11, 2025 1:00pm - 2:50pm PST
Dev Security World Stage
  AI DevWorld
 
Wednesday, February 12
 

1:00pm PST

PRO Session: Pushing the Boundary of What's Possible with Code AI
Wednesday February 12, 2025 1:00pm - 1:25pm PST
AI DevWorld MAIN STAGE
YK Sugi, Sourcegraph, Senior AI Developer Advocate

In this talk, we’ll walk through how we at Sourcegraph think about the boundary of what’s possible with Code AI. We’ll start with an example from OpenAI, setting the stage for how you can think about these boundaries. Then, I’ll dive into specific ways we’ve pushed these limits—whether through a new version of autocomplete or an agentic chat experience.

Finally, we’ll step back and explore how you can think about the boundaries of your own AI system, in any domain, and make the right decisions and execute on them to stay competitive. To wrap it all up, I’ll share something I’ve recently started looking into - an idea & a prototype that I find particularly exciting.

Speakers
avatar for YK Sugi

YK Sugi

Senior AI Developer Advocate, Sourcegraph
Founder of CS Dojo, a leading programming education platform with over 1.9 million subscribers on YouTube, dedicated to empowering individuals with the skills needed for a successful career in tech. Beyond YouTube, he actively shares insights and tips on coding, AI, and tech career... Read More →
Wednesday February 12, 2025 1:00pm - 1:25pm PST
AI DevWorld MAIN STAGE
  AI DevWorld
 
Thursday, February 13
 

10:00am PST

PRO Session: Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
Thursday February 13, 2025 10:00am - 10:25am PST
AI DevWorld MAIN STAGE
Shambhavi Srivastava, Appen, AI Solutions Architect

Data annotation involves assigning relevant information to raw data to enhance machine learning (ML) model performance. While this process is crucial, it can be time-consuming and expensive. The emergence of Large Language Models (LLMs) offers a unique opportunity to automate data annotation. However, the complexity of data annotation, stemming from unclear task instructions and subjective human judgment on equivocal data points, presents challenges that are not immediately apparent.

In this session, Shambhavi Srivastava, AI Solutions Architect at Appen will provide a overview of an experiment that the company recently conducted to test the tradeoff between quality and cost of training ML models via LLMs vs human input. Their goal was to differentiate between utterances that could be confidently annotated by LLMs, and those that required human intervention. This differentiation was crucial to ensure a diverse range of opinions or to prevent incorrect responses from overly general models. Shambhavi will walk audience members through the dataset used as well as methodology for the experiment, as well as the company’s research findings.

 
Speakers
avatar for Shambhavi Srivastava

Shambhavi Srivastava

AI Solutions Architect, Appen
Thursday February 13, 2025 10:00am - 10:25am PST
AI DevWorld MAIN STAGE
  AI DevWorld

2:00pm PST

OPEN Session: From Thought to Action: How Agentic AI Will Reshape Enterprise AI
Thursday February 13, 2025 2:00pm - 2:25pm PST
DeveloperWeek MAIN STAGE
Utkarsh Contractor, Aisera, VP of AI

Enterprises are on the cusp of a transformative shift. They are moving beyond task-specific AI to embrace agentic systems capable of autonomous decision-making and actions through probabilistic reasoning. This evolution marks a new era of autonomy, where AI not only augments human capabilities but also drives business outcomes by:
- Optimizing Operations: Self-regulating systems enhance efficiency, ensure compliance, and proactively mitigate risks.
- Accelerating Innovation: Data-driven insights fuel strategic decision-making, enabling rapid market adaptation.
- Enhancing Customer Experience: Intelligent agents anticipate customer needs, delivering personalized solutions.

Although the potential benefits are immense, successful implementation demands a strategic approach that encompasses ethical considerations, security, and complexity management.

Join Utkarsh Contractor, VP of AI/ML at Aisera, as we explore the opportunities and challenges of this paradigm shift and how organizations can harness agentic AI to achieve sustained competitive advantage.
Speakers
avatar for Utkarsh Contractor

Utkarsh Contractor

VP of AI, Aisera
Utkarsh Contractor is the VP of AI at Aisera, where he leads the AI team working on Enterprise LLMs and GenAI applications. He is also a Senior Research Fellow at Stanford University, focusing his research and experiments on intersection of language and vision in large multimodal... Read More →
Thursday February 13, 2025 2:00pm - 2:25pm PST
DeveloperWeek MAIN STAGE
  AI DevWorld

2:30pm PST

KEYNOTE (AI DevWorld): SambaNova Systems -- Composition of Experts: A Modular Approach to Scaling AI Models
Thursday February 13, 2025 2:30pm - 2:55pm PST
DeveloperWeek MAIN STAGE
Anton McGonnell, SambaNova Systems, VP of Product

This session, led by Anton McGonnell, Head of Software Products at SambaNova Systems, presents an in-depth exploration of the Composition of Experts approach in AI - a model made up of many models that work in conjunction with each other - and in particular the benefits to individual developers. Instead of building one monolithic model, this strategy composes workflows using many specialised, independent "expert" models. This proves to be more efficient, modular, and extensible.

The talk will provide a deep dive into the advantages of this technique, which promotes reusability, saves on alignment tax, and enables granular access control. By detailing real-world implementations, attendees will learn best practices for breaking down problems, assigning appropriate experts, and orchestrating data flow between them. McGonnell will discuss how an architecture with a large memory capacity, enables this approach by hosting and serving thousands of models in parallel on a single node without performance degradation. This makes the Composition of Experts approach highly scalable and reduces the total cost of ownership for inference.

Additionally, the session will offer crucial hardware considerations for executing Composition of Experts at scale. It will examine how specialised architectures can allow hosting thousands of models in parallel on a single node. With companies increasingly relying on AI, reliability and cost-efficiency are paramount concerns. Composition of Experts tackles these challenges through modularity and inference optimisation. By attending, developers and engineers can expect to gain highly applicable skills for improving the scalability, performance, and governance of AI in production environments.
Speakers
avatar for Anton McGonnell

Anton McGonnell

VP of Product, SambaNova Systems
Anton McGonnell is SambaNova’s VP of Product and leads the team defining their cutting-edge full-stack chips-to-model platform.Prior to SambaNova, Anton played a pivotal role in shaping the development and implementation of advanced machine learning technologies at UIPath.Anton... Read More →
Thursday February 13, 2025 2:30pm - 2:55pm PST
DeveloperWeek MAIN STAGE
  5. KEYNOTES & FEATURED
 
Wednesday, February 19
 

1:00pm PST

[Virtual] PRO Session: Pushing the Boundary of What's Possible with Code AI
Wednesday February 19, 2025 1:00pm - 1:25pm PST
VIRTUAL AI DevWorld Main Stage
YK Sugi, Sourcegraph, Senior AI Developer Advocate

In this talk, we’ll walk through how we at Sourcegraph think about the boundary of what’s possible with Code AI. We’ll start with an example from OpenAI, setting the stage for how you can think about these boundaries. Then, I’ll dive into specific ways we’ve pushed these limits—whether through a new version of autocomplete or an agentic chat experience.

Finally, we’ll step back and explore how you can think about the boundaries of your own AI system, in any domain, and make the right decisions and execute on them to stay competitive. To wrap it all up, I’ll share something I’ve recently started looking into - an idea & a prototype that I find particularly exciting.

Speakers
avatar for YK Sugi

YK Sugi

Senior AI Developer Advocate, Sourcegraph
Founder of CS Dojo, a leading programming education platform with over 1.9 million subscribers on YouTube, dedicated to empowering individuals with the skills needed for a successful career in tech. Beyond YouTube, he actively shares insights and tips on coding, AI, and tech career... Read More →
Wednesday February 19, 2025 1:00pm - 1:25pm PST
VIRTUAL AI DevWorld Main Stage https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception
  AI DevWorld
 
Thursday, February 20
 

9:30am PST

[Virtual] PRO Session: Striking the Balance: Leveraging Human Intelligence with LLMs for Cost-Effective Annotations
Thursday February 20, 2025 9:30am - 9:55am PST
VIRTUAL AI DevWorld Main Stage
Shambhavi Srivastava, Appen, AI Solutions Architect

Data annotation involves assigning relevant information to raw data to enhance machine learning (ML) model performance. While this process is crucial, it can be time-consuming and expensive. The emergence of Large Language Models (LLMs) offers a unique opportunity to automate data annotation. However, the complexity of data annotation, stemming from unclear task instructions and subjective human judgment on equivocal data points, presents challenges that are not immediately apparent.

In this session, Shambhavi Srivastava, AI Solutions Architect at Appen will provide a overview of an experiment that the company recently conducted to test the tradeoff between quality and cost of training ML models via LLMs vs human input. Their goal was to differentiate between utterances that could be confidently annotated by LLMs, and those that required human intervention. This differentiation was crucial to ensure a diverse range of opinions or to prevent incorrect responses from overly general models. Shambhavi will walk audience members through the dataset used as well as methodology for the experiment, as well as the company’s research findings.
 
Speakers
avatar for Shambhavi Srivastava

Shambhavi Srivastava

AI Solutions Architect, Appen
Thursday February 20, 2025 9:30am - 9:55am PST
VIRTUAL AI DevWorld Main Stage https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception
  AI DevWorld

2:00pm PST

[Virtual] OPEN Session: From Thought to Action: How Agentic AI Will Reshape Enterprise AI
Thursday February 20, 2025 2:00pm - 2:25pm PST
VIRTUAL DeveloperWeek MAIN STAGE
Utkarsh Contractor, Aisera, VP of AI

Enterprises are on the cusp of a transformative shift. They are moving beyond task-specific AI to embrace agentic systems capable of autonomous decision-making and actions through probabilistic reasoning. This evolution marks a new era of autonomy, where AI not only augments human capabilities but also drives business outcomes by:
- Optimizing Operations: Self-regulating systems enhance efficiency, ensure compliance, and proactively mitigate risks.
- Accelerating Innovation: Data-driven insights fuel strategic decision-making, enabling rapid market adaptation.
- Enhancing Customer Experience: Intelligent agents anticipate customer needs, delivering personalized solutions.

Although the potential benefits are immense, successful implementation demands a strategic approach that encompasses ethical considerations, security, and complexity management.

Join Utkarsh Contractor, VP of AI/ML at Aisera, as we explore the opportunities and challenges of this paradigm shift and how organizations can harness agentic AI to achieve sustained competitive advantage.
Speakers
avatar for Utkarsh Contractor

Utkarsh Contractor

VP of AI, Aisera
Utkarsh Contractor is the VP of AI at Aisera, where he leads the AI team working on Enterprise LLMs and GenAI applications. He is also a Senior Research Fellow at Stanford University, focusing his research and experiments on intersection of language and vision in large multimodal... Read More →
Thursday February 20, 2025 2:00pm - 2:25pm PST
VIRTUAL DeveloperWeek MAIN STAGE https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception
  AI DevWorld

2:30pm PST

[Virtual] KEYNOTE (AI DevWorld): SambaNova Systems -- Composition of Experts: A Modular Approach to Scaling AI Models
Thursday February 20, 2025 2:30pm - 2:55pm PST
VIRTUAL DeveloperWeek MAIN STAGE
Anton McGonnell, SambaNova Systems, VP of Product

This session, led by Anton McGonnell, Head of Software Products at SambaNova Systems, presents an in-depth exploration of the Composition of Experts approach in AI - a model made up of many models that work in conjunction with each other - and in particular the benefits to individual developers. Instead of building one monolithic model, this strategy composes workflows using many specialised, independent "expert" models. This proves to be more efficient, modular, and extensible.

The talk will provide a deep dive into the advantages of this technique, which promotes reusability, saves on alignment tax, and enables granular access control. By detailing real-world implementations, attendees will learn best practices for breaking down problems, assigning appropriate experts, and orchestrating data flow between them. McGonnell will discuss how an architecture with a large memory capacity, enables this approach by hosting and serving thousands of models in parallel on a single node without performance degradation. This makes the Composition of Experts approach highly scalable and reduces the total cost of ownership for inference.

Additionally, the session will offer crucial hardware considerations for executing Composition of Experts at scale. It will examine how specialised architectures can allow hosting thousands of models in parallel on a single node. With companies increasingly relying on AI, reliability and cost-efficiency are paramount concerns. Composition of Experts tackles these challenges through modularity and inference optimisation. By attending, developers and engineers can expect to gain highly applicable skills for improving the scalability, performance, and governance of AI in production environments.
Speakers
avatar for Anton McGonnell

Anton McGonnell

VP of Product, SambaNova Systems
Anton McGonnell is SambaNova’s VP of Product and leads the team defining their cutting-edge full-stack chips-to-model platform.Prior to SambaNova, Anton played a pivotal role in shaping the development and implementation of advanced machine learning technologies at UIPath.Anton... Read More →
Thursday February 20, 2025 2:30pm - 2:55pm PST
VIRTUAL DeveloperWeek MAIN STAGE https://app.events.ringcentral.com/events/developerweek-productworld-ai-devworld-2025/reception
  5. KEYNOTES & FEATURED
 
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