Never Too Much AI: Upwork's Andrew Rabinovich

Never Too Much AI: Upwork's Andrew Rabinovich

Author: MIT Sloan Management Review October 15, 2024 Duration: 35:37
Andrew Rabinovich began his career in technology working on AI applications for cancer detection. He also spent time at Google, working on early iterations of products like Google Glass. Now at Upwork, as vice president and head of AI and machine learning, Rabinovich and his team are working to enhance the digital labor platform’s capabilities with AI solutions to enable more sophisticated matching of resources to projects. On today’s episode, Andrew shares his views on the ways AI could take on more complex projects while using fewer resources. In the way of AI’s rapid progress, however, are slow advancements in hardware. While AI has made huge strides in cognition, he says, hardware struggles to match its capabilities, especially in wearable tech and robotics. Still, Andrew envisions a future with hyper-personalized digital assistants for everyone. Read the episode transcript here.  Guest bio Andrew Rabinovich is vice president and head of AI and machine learning at Upwork. He previously held R&D leadership positions at Google before joining augmented reality company Magic Leap as head of AI in 2015. In 2020, Rabinovich cofounded Headroom, an AI-powered videoconferencing platform that was acquired by Upwork in 2023. He holds a Ph.D. in computer science from University of California, San Diego, and has studied machine learning with an emphasis in computer vision and multimodal AI for over 20 years. He has also authored more than 100 peer-reviewed publications and patents. Me, Myself, and AI is a collaborative podcast from MIT Sloan Management Review and Boston Consulting Group and is hosted by Sam Ransbotham and Shervin Khodabandeh. Our engineer is David Lishansky, and the coordinating producers are Allison Ryder and Alanna Hooper. Stay in touch with us by joining our LinkedIn group, AI for Leaders at mitsmr.com/AIforLeaders or by following Me, Myself, and AI on LinkedIn. We encourage you to rate and review our show. Your comments may be used in Me, Myself, and AI materials.

Ever wondered how some organizations manage to turn artificial intelligence from a buzzword into a genuine engine for growth, while others struggle to move beyond the pilot phase? Me, Myself, and AI, a production from MIT Sloan Management Review, goes straight to the source to find out. Instead of theoretical discussions, this podcast features candid conversations with the people who are actually building and implementing AI systems at scale. You'll hear directly from leaders at prominent companies like YouTube, Cisco, and Hugging Face as they recount their journeys-not just the polished successes, but the real-world challenges, strategic decisions, and sometimes surprising lessons learned along the way. Each episode digs into the practicalities of creating measurable business value, cutting through the noise to reveal what effective AI leadership and integration truly look like. It’s a focused exploration for anyone in technology, business, or education who wants to understand the human and operational stories behind the algorithms. Tune in for an unvarnished look at the future being built, one practical application at a time.
Author: Language: English Episodes: 100

Me, Myself, and AI
Podcast Episodes
AI in the Supply Chain: Cold Chain Technologies’ Ranjeet Banerjee [not-audio_url] [/not-audio_url]

Duration: 34:43
When Ranjeet Banerjee talks about the work his organization, Cold Chain Technologies (CCT), does to transport vaccines and other biologics that must be temperature controlled, he stresses that the company doesn’t solely…
Technology as a Force for Good: Salesforce’s Paula Goldman [not-audio_url] [/not-audio_url]

Duration: 27:35
Paula Goldman has been a passionate advocate for the responsible use of technology for her entire career. Since joining Salesforce as its first chief ethical and humane use officer, she’s helped the company design and bu…
Predicting Volatility and Risk: Nasdaq’s Doug Hamilton [not-audio_url] [/not-audio_url]

Duration: 25:51
Douglas Hamilton works across business units at Nasdaq to deploy artificial intelligence anywhere the technology can expedite or improve processes related to global trading. In this episode of Me, Myself, and AI, he join…
Developing an Appetite for AI: ExxonMobil’s Sarah Karthigan [not-audio_url] [/not-audio_url]

Duration: 30:06
ExxonMobil is an energy company that’s existed since 1870, well before artificial intelligence. So, what does an AI manager at ExxonMobil do? In the latest episode of the Me, Myself, and AI podcast, hosts Sam Ransbotham…
Democratizing Data in Hollywood: Jumpcut’s Kartik Hosanagar [not-audio_url] [/not-audio_url]

Duration: 28:41
Kartik Hosanagar wasn’t your typical Hollywood hopeful. He didn’t pack his life into a sedan, drive to Los Angeles, and work a series of part-time jobs while trying to make it big in the film industry. Kartik is a profes…
Me, Myself, and AI Season 3 Trailer [not-audio_url] [/not-audio_url]

Duration: 1:32
Me, Myself, and AI is a podcast on artificial intelligence in business. Join us as we kick off Season 3 on October 19, 2021. Hear from three of our Season 3 guests in this short trailer: Douglas Hamilton, associate vice…
AI and the COVID-19 Vaccine: Moderna’s Dave Johnson [not-audio_url] [/not-audio_url]

Duration: 24:33
"We tend not to be a company of half measures,” notes Dave Johnson, chief data and artificial intelligence officer at Moderna, “so when we decide we’re going to do something, we’re going to do it.” This characterization…

«1...678910