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Company: Gen AI / LLMs clear filter
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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
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, Chris Stephens, Field CTO and Head of AI Solutions 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. Chris 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

9:30am PST

[Virtual] OWASP Security Summit: OWASP Top 10 Risks to LLM Applications - A Developer’s View
Thursday February 20, 2025 9:30am - 9:55am PST
Krishna Sankar, U.S. Bank, SVP/Distinguished Engineer
OWASP Certified 

Speakers
avatar for Krishna Sankar

Krishna Sankar

SVP/Distinguished Engineer, U.S. Bank
SVP/Distinguished Engineer − Generative AI Red Teaming, Guardrails & Explainability @ U.S.Bank Krishna is a Technologist with broader experience in AI, Data Science, Security and Networks. Working on building intelligence - may be even a JARVIS ! Love to write, teach and develop... Read More →
Thursday February 20, 2025 9:30am - 9:55am PST
Virtual Dev Security World
  Dev Security World

10:00am PST

[Virtual] PRO Session: How Can Engineering Leaders Measure the Impact of GenAI
Thursday February 20, 2025 10:00am - 10:25am PST
Yishai Beeri, LinearB, CTO

Generative AI has taken the world by storm since its general availability to the public in early 2023. Going from novel technology to commodity in months, this disruptive technology quickly found applications in the software development world - and many engineering organizations are trying to capitalize on the disruptive technology.

Nearly every engineering organization has adopted, or is thinking about adopting GenAI as a tool for developers. It has become wildly popular for everything from generating code, to writing and deploying tests, pull request reviews, experimentation and PoCs and much more. But who checks the machines?

In this talk I'll dive into the actual measurable outcomes - positive and negative - of adopting GenAI in engineering organizations. While engineering leaders rapidly jumped on the GenAI bandwagon, many are still struggling to quantify its value, not to mention manage its risks. This talk will discuss how and what to measure to understand adoption, quantify benefits and control risks in your initiative to leverage AI in your engineering organization. Join us to learn about the specific metrics you should be monitoring to ensure maximizing ROI on your GenAI engineering org initiatives.
Speakers
avatar for Yishai Beeri

Yishai Beeri

CTO, LinearB
Yishai Beeri likes to solve problems, and that’s why he was so fascinated with programming when first encountered Logo back in the 80s, where the possibilities seemed endless.He has made it a focus of his career to solve complex programming problems, both as a consultant and entrepreneur... Read More →
Thursday February 20, 2025 10:00am - 10:25am PST
VIRTUAL AI DevWorld Main Stage

11:30am PST

[Virtual] OPEN SESSSION (DeveloperWeek): Intuit’s Strategy for Maximizing Developer Productivity Using GenAI
Thursday February 20, 2025 11:30am - 11:55am PST
Jothimani kanthan Ganapathi, Intuit, Principal Engineer
Anish Dhason, Intuit, Group Product Manager


Intuit, a global leader in financial software, is revolutionizing the industry by integrating Generative AI (GenAI) across its entire product portfolio, including TurboTax, QuickBooks, Mailchimp, and CreditKarma. By embedding GenAI into critical aspects of the development life cycle—such as code generation, review, and test creation—Intuit is driving innovation, enhancing productivity, and delivering smarter, more efficient experiences for both developers and customers alike.

This presentation explores how Intuit is revolutionizing the software development lifecycle by leveraging Generative AI (GenAI) to accelerate application development, enhance developer productivity, and streamline complex coding tasks. A key focus will be on how Intuit has implemented secure and scalable methods to integrate Intuit-specific knowledge into the context of GenAI-assisted developer tools. Through real-world case studies, we will demonstrate how AI-powered developer assistants are automating code generation for Intuit-specific APIs, commonly used libraries, and unit test creation, leading to a 25% reduction in task completion times with AI-driven tools.

Join us to discover how Intuit is pushing the boundaries of what's possible in modern software development, driving both innovation and efficiency using GenAI
Speakers
avatar for Jothimani kanthan Ganapathi

Jothimani kanthan Ganapathi

Principal Engineer, Intuit
JK Ganapathi is a Principal Architect at Intuit, where he spearheads the GenAI-Based software development initiative, a transformative effort aimed at revolutionizing developer productivity. In this role, he is responsible for integrating Generative AI into Intuit’s development... Read More →
avatar for Anish Dhason

Anish Dhason

Group Product Manager, Intuit
Product leader with extensive experience in building scalable platforms and products for enterprises. Currently leading efforts to accelerate the end-to-end development lifecycle and boost development productivity through GenAI powered innovations.
Thursday February 20, 2025 11:30am - 11:55am PST
VIRTUAL AI DevWorld OPEN Stage
  AI DevWorld

1:00pm PST

[Virtual] PRO Session: GenAI: A New Renaissance in Product Development
Thursday February 20, 2025 1:00pm - 1:25pm PST
Emerson Taymor, InfoBeans, SVP, Design

Drawing inspiration from the Renaissance, a time of explosive cultural and economic growth, we explore how GenAI is poised to revolutionize product development. I’ll explore its groundbreaking impact on global collaboration, user research, and product development process. I will also highlight potential caveats and pitfalls. This talk promises an action-packed look at GenAI's role in shaping a new era of human-centric and economically impactful product development, ensuring you're equipped to experiment in this modern renaissance. 
Speakers
avatar for Emerson Taymor

Emerson Taymor

SVP, Design, InfoBeans
Emerson Taymor is a serial entrepreneur, investor, and currently the SVP of Design at InfoBeans as well as the creator of multiple hospitality brands in New York City. He co-founded the digital product studio, Philosophie, where he worked with enterprise executives and startup founders... Read More →
Thursday February 20, 2025 1:00pm - 1:25pm PST
ProductWorld Main Stage

1:30pm PST

[Virtual] OPEN Session: Streaming Data Integration at Scale with IBM StreamSets
Thursday February 20, 2025 1:30pm - 1:55pm PST
Dima Spivak, IBM, Vice President of StreamSets Development & Product Management

Modern enterprises operate in a fast-paced digital landscape where acting on the latest data is essential to staying competitive. IBM StreamSets is a powerful, developer-friendly platform designed to address the challenges of streaming data integration across hybrid and multi-cloud environments. In this session, we’ll explore how StreamSets simplifies the ingestion, transformation, and delivery of structured, unstructured, and semi-structured data using an intuitive no-code/low-code interface.

Discover how adaptive pipelines handle schema drift, optimize data quality, and ensure low-latency data movement for mission-critical workloads. We’ll also showcase the platform’s flexible deployment options and seamless integration with popular technologies like Apache Kafka and Pulsar, enabling developers to rapidly operationalize streaming data pipelines with minimal overhead.
Speakers
avatar for Dima Spivak

Dima Spivak

Vice President of StreamSets Development & Product Management, IBM
Dima Spivak is Vice President of StreamSets Development & Product Management at IBM. Before he joined StreamSets in 2016, he was a Software Engineer at Cloudera.
Thursday February 20, 2025 1:30pm - 1:55pm PST
VIRTUAL Frontend World
  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
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 AI DevWorld Main Stage
 

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