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Emad Mostaque (Stability AI): Democratizing AI, Stable Diffusion & Generative Models

Emad Mostaque & Alexandr Wang

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# TransformX 2022
# Fireside Chat
# TransformX 2021
# Keynote
# Tech Talk
# Computer Vision
# Transform 2021
# Breakout Session
# The Week in AI
# AI Policy & Governance
# Autonomous Vehicles
# AI in National Security
# AI in Healthcare
# Natural Language Processing (NLP)
# Expert Panel
# AI in Retail & eCommerce
# Robotics
# Research Review
# Large Language Models (LLMs)
# MLOps & Infrastructure
Join us for an insightful webinar that delves into the latest trends and best practices in enterprise AI adoption. Vijay Karunamurthy from Scale AI and Raghvender Arni from AWS will share key findings from the 2024 AI Readiness Report, focusing on the rapid deployment of generative AI, optimization techniques like fine-tuning and retrieval augmented generation (RAG), and addressing critical concerns around data security, privacy, and ethics. Discover how leading organizations are navigating the challenges of deploying AI in production environments, aligning initiatives with business objectives, and leveraging AWS Bedrock to fine-tune models for enhanced performance. The speakers will also discuss effective test and evaluation strategies to ensure model safety and reliability, as well as the role of industry standards in mitigating risks. Key takeaways: Understand the latest trends in enterprise AI adoption, including the rapid deployment of generative AI models and the challenges organizations face in production environments. Discover best practices for optimizing AI performance through techniques like fine-tuning, prompt engineering, and retrieval augmented generation (RAG), and learn how to overcome challenges in evaluating performance and handling data transformations. Explore the role of industry standards and benchmarks in assessing model performance and mitigating risks associated with AI deployments. Whether you're a C-suite executive, technical leader, or individual contributor, this webinar will provide valuable insights to help you harness the power of generative AI and drive successful implementations within your enterprise. Don't miss this opportunity to learn from experts and stay ahead of the curve in the rapidly evolving AI landscape.
Benjamin  Youngs
Kathyrn Harris
Benjamin Youngs & Kathyrn Harris · Apr 11th, 2024
About the Tech Talk Generative AI holds transformative potential for the U.S. government and is laying the foundation for unprecedented advancements across the public sector. Join senior leadership from Scale’s Public Sector team, Kathryn Harris and Benjamin Youngs, to meet Donovan, the AI Digital Staff Officer for the future and learn: - How Donovan uses LLMs to act as a force multiplier and accelerate your traditional workflows, giving you more time to do the work that matters the most - How Donovan can be used to uncover insights and solve real national security challenges - About security features that enable Donovan to be deployed safely on classified and unclassified government networks
Sean Hendryx
Lucas Bunzel
Sean Hendryx & Lucas Bunzel · Mar 15th, 2024
Foundation Models offer a new paradigm for machine learning. As OEMs transition from intense R&D to scaled production for advanced self-driving systems, Foundation Models will be the key to achieving safety and efficiency. Scale's Automotive Foundation Model is the next evolution of the Automotive Data Engine -- empowering teams to deliver advanced computer vision capabilities for autonomous vehicles to safely perceive and navigate complex environments. In this talk, Sean Hendryx, Engineering Manager, Machine Learning at Scale AI, will share how Scale is delivering the most advanced computer vision technology to accelerate the development of autonomous vehicles.
David Rokeach
Dan Martines
Padma Elmgart
David Rokeach, Dan Martines & Padma Elmgart · Mar 15th, 2024
Scale and BCG share their Blueprint to AI, and lessons learned from implementing Generative AI for the world’s largest enterprises. Padma Elmgart, Chief Technology Officer at Global Atlantic Financial Group joins to share her company’s journey implementing Generative AI across a large organization and how they are using Scale GenAI Platform to scale up use cases in 2024.
Eleanor Runde
Dr. Benjamin  Jensen
Will Gamble
Eleanor Runde, Dr. Benjamin Jensen, Will Gamble & 1 more speaker · Mar 11th, 2024
A panel discussion featuring Dr. Jane Pinelis, Chief AI Engineer, The Johns Hopkins University Applied Physics Laboratory, Dr. Benjamin Jensen, Senior Fellow for Future War, Gaming, and Strategy, CSIS, and Eleanor Runde, Policy Advisor, Office of the Secretary, Department of Commerce, moderated by Dan Tadross, Head of Delivery, Federal, Scale AI. This panel will take you on an expedition evaluating the current landscape of AI Trust & Safety, what trust and safety really means within the federal government, and the methods currently used to facilitate it.
# AI in National Security
Alex Levinson
Dan  Tadross
Alex Levinson & Dan Tadross · Mar 11th, 2024
A Fireside Chat between Alex Levinson, Head of Security for Scale AI and Will Gamble, Director & AGC of Federal for Scale AI, on A Red Team Approach to AI Security.
# AI in National Security
# AI Policy & Governance
# Artificial General Intelligence
Colin  Jarvis
Luv Kothari
Chloe Ho
Colin Jarvis, Luv Kothari & Chloe Ho · Nov 7th, 2023
About the Tech Talk Fine-tuning is the key to unlocking the performance of LLMs for every organization’s most critical use cases. Join OpenAI and Scale as we explore what it takes to optimize fine-tuning for your organization and how you can unlock the potential of your data. From this talk, you will learn: When you should consider fine-tuning GPT-3.5 and how to get started Optimizing your proprietary data for fine-tuning GPT-3.5 and how to tell when you need to generate new data Lessons learned and best practices from helping the world's leading enterprises fine-tune GPT-3.5 for their most difficult use cases
Understanding the capabilities, risks, and vulnerabilities of large language models is critical to ensuring the safety of these models. Join Scale as we discuss our vision for what an effective and comprehensive test and evaluation (“T&E”) regime for LLMs should look like moving forward, how that leverages human experts, as well as how we aim to help service this need with our new Scale LLM Test & Evaluation offering.
Riley Goodside
Riley Goodside · Aug 22nd, 2023
About the Tech Talk The explosive growth of AI chatbots powered by large language models (LLMs) has introduced millions to prompt engineering — writing, evaluating, and optimizing natural language prompts to coax an LLM to complete a task. Join Riley Goodside, Staff Prompt Engineer at Scale AI, as he explores the origins of prompt engineering and how it evolved alongside models, from pre-trained LLMs to instruction tuning to RLHF. He explores the effects of limited context windows in LLMs, how these limitations are addressed today, and the potential of “long context” LLMs.
Arun Murthy
Clemens Viernickel
Arun Murthy & Clemens Viernickel · Jul 27th, 2023
Every enterprise has the opportunity to capture massive productivity gains with Generative AI. Foundation models are immensely powerful and necessary but fall short of sufficient to deliver on this promise. In this tech talk, Scale’s CPTO, Arun Murthy, will walk you through the technologies, architecture and workflows necessary to realize the value of Generative AI applications for your enterprise.
OpenAI’s InstructGPT: Aligning Language Models With Human Intent
Long Ouyang & Aerin Kim