We're sunsetting PodQuest on 2025-07-28. Thank you for your support!
Export Podcast Subscriptions
cover of episode How AI Agents Will Turn Freelancers Into Orchestrators With UpWork

How AI Agents Will Turn Freelancers Into Orchestrators With UpWork

2025/4/9
logo of podcast The Brave Technologist

The Brave Technologist

AI Deep Dive AI Chapters Transcript
People
A
Andrew Rabinovich
Topics
我加入Upwork是因为过去十年一直在研究以人为中心的AI,而Upwork作为全球最大的自由职业者市场,是通过人机整合实现AGI的关键。AI不会取代自由职业者,而是会使他们能够完成更复杂的工作,提高效率。Upwork内部有一个名为UMA的AI代理,帮助客户和自由职业者寻找工作和合作;我们正在努力让自由职业者与外部AI代理互动,2025年将是“代理年”。人本AI的理念不是取代人类,而是增强人类的能力,让人类能够完成更复杂的任务。当前AI的最大问题是缺乏自主性,无法决定做什么以及何时完成任务;人机协作将弥补这一缺陷。AI在自由职业领域的应用取决于自由职业者的能力,高级工程师会利用AI工具提高效率,而一些人仍然坚持传统方式。Upwork通过衡量质量、成本和时间三个维度来评估AI的应用效果,并通过一些确定性指标来衡量质量。Upwork正在与一些自由职业者合作测试AI工具,他们对AI工具带来的更多工作机会感到兴奋。AI将改变自由职业者的工作方式,从直接参与工作转变为管理和指导AI代理,从而处理更多项目。自由职业者应该学习如何将工作外包给AI代理,并利用AI代理完成更复杂的任务。人机交互界面是AGI发展中缺失的关键环节,需要开发更有效的界面来促进人机协作。

Deep Dive

Shownotes Transcript

Andrew Rabinovich, VP and Head of AI and Machine Learning at UpWork, discusses how artificial intelligence is transforming freelance work into a human-machine partnership that amplifies rather than replaces talent. He also discusses job security in the age of AI, and ways the freelance economy is already responding to its opportunities and challenges. Key Takeaways: 

Why 2025 is predicted to be "the year of agents" 

Ways that AI agents will turn workers into managers who are managing the machines

How human-centered AI focuses on amplifying human capabilities rather than replacing them

Why the missing piece in AI development is creating natural interfaces between humans and machines

Guest Bio: Andrew Rabinovich) is the VP and Head of AI and Machine Learning at UpWork, and a prominent figure in the field of computer vision and machine learning. He is known for his work in deep learning, particularly in applications such as object recognition, scene understanding, augmented reality, and multitask learning. Rabinovich has held influential roles in both academia and industry, contributing to cutting-edge research and technology development at Google and Magic Leap. In 2020, he founded Headroom, an AI video collaboration platform, which was acquired in 2023.

About this Show: The Brave Technologist is here to shed light on the opportunities and challenges of emerging tech. To make it digestible, less scary, and more approachable for all! Join us as we embark on a mission to demystify artificial intelligence, challenge the status quo, and empower everyday people to embrace the digital revolution. Whether you're a tech enthusiast, a curious mind, or an industry professional, this podcast invites you to join the conversation and explore the future of AI together. The Brave Technologist Podcast) is hosted by Luke Mulks, VP Business Operations at Brave Software—makers of the privacy-respecting Brave browser and Search engine, and now powering AI everywhere with the Brave Search API. Music by: Ari Dvorin) Produced by: Sam Laliberte)