cover of episode Runway AI with Joel Kwartler

Runway AI with Joel Kwartler

2024/11/27
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Joel Kwartler: Runway AI 是一家全栈应用AI研究公司,致力于构建多模态AI系统、模型部署基础设施以及利用AI进行多媒体内容创作的产品。公司最近发布了Gen-3 Alpha模型,该模型同时使用视频和图像进行训练,并将为文本转视频、图像转视频和文本转图像工具提供动力。Runway 的工具旨在增强人类的创造力,而非取代人类。公司与艺术家和技术人员紧密合作,产品具有多项独特功能,例如多运动画笔和相机控制,以满足创意人员的需求。Runway 的用户来自各个领域和行业,应用场景广泛,从大型企业到自由职业者,甚至包括知名艺术家。公司重视数据隐私和安全,采取多种措施保护用户数据,并积极应对深度伪造等挑战。未来的发展方向是构建能够理解整个视觉世界及其动态的通用世界模型。 Gregor Vand: 作为访谈主持人,Gregor Vand 主要负责引导话题,提出问题,并对 Joel Kwartler 的回答进行回应和补充。他从安全和技术角度对 Runway 的产品和技术进行了提问,例如数据隐私、深度伪造的防范措施以及技术架构等。他的提问帮助观众更好地理解 Runway 的技术和产品,以及其在行业中的定位。

Deep Dive

Key Insights

What is Runway's primary focus in the AI space?

Runway focuses on generative AI diffusion models rather than large language models (LLMs). They build multi-modal AI systems and tools for multimedia content creation.

What was Joel Kwartler's journey before joining Runway?

Joel had a background in both creative and technical fields, studying computer science and English. He worked on ML projects for comedy writing and in creative tooling startups like Figma and Sourcecraft before joining Runway in 2023.

What is Joel Kwartler's role at Runway?

Joel leads the product team at Runway, overseeing collaboration across teams, including researchers, engineers, designers, and users, to ensure the development of creative AI tools.

Where is Runway headquartered?

Runway is a remote-first company with offices in New York and San Francisco. Employees can work from anywhere, but the company gathers for in-person events like film festivals and offsites.

What is Runway's mission?

Runway aims to enable anyone to tell any story they can imagine at the highest quality possible, eliminating the need for large VFX budgets.

What are some unique features of Runway's tools?

Runway offers features like multi-motion brush and camera controls, allowing users to have granular control over animations and effects, such as zooming while moving or making objects float.

Who are Runway's users?

Runway's users span industries, including Fortune 500 companies, freelancers, marketers, film studios, and even artists like Madonna and A$AP Rocky, who use the platform for music videos and live performances.

How does Runway handle data privacy and security?

Runway has enterprise-grade security measures, including automatic moderation systems, C2PA authentication for media provenance, and user controls for data deletion. They prioritize privacy and security as model capabilities grow.

What is Runway's approach to preventing deepfakes?

Runway employs visual and text moderation systems, C2PA authentication, and ongoing investment in alignment and safety measures to prevent the misuse of its tools for creating harmful content like deepfakes.

What is Runway's vision for future models?

Runway is focused on building general world models that understand the entire visual world and its dynamics. Their latest Gen-3 Alpha model is a step toward this goal, with ongoing improvements in understanding and simulation.

Chapters
Joel Kwartler's background blends computer science, English, and experience in creative tooling startups. His work with ML for comedy writing at Botanic Studios and roles at Figma and Sourcecraft led him to Runway, where he saw the potential of generative AI to enhance creativity.
  • Joel Kwartler's interdisciplinary background in computer science and English.
  • His experience with ML for comedy writing at Botanic Studios.
  • His roles at Figma and Sourcecraft in creative tooling spaces.
  • His decision to join Runway in 2023 due to the potential of generative AI.

Shownotes Transcript

Runway) is an applied AI research company building multi-modal AI systems, model deployment infrastructure, and products that leverage AI for multimedia content.

They are among a handful of high-profile video generation startups and have raised impressive amounts of funding from investors such as Google, NVIDIA, and Salesforce Ventures.

The company recently released their Gen-3 Alpha model which is trained jointly on videos and images, and will power text to video, image to video and text to image tools.

Joel Kwartler) is Runway’s Group Product Manager. He joins the podcast with Gregor Vand to talk about Runway and the technology the company is developing.

)Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk.

 

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