Amazon's Sagemaker

FromEye On A.I.

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Amazon's Sagemaker

FromEye On A.I.

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Length:

20 minutes

Released:

Sep 21, 2022

Format:

Podcast episode

Description

Bratin Saha, head of Amazon's machine learning services, talks about Amazon's growing dominance in model building and deploying AI, about the company's SageMaker platform, and whether anyone can compete with the behemoth.

Released:

Sep 21, 2022

Format:

Podcast episode

Titles in the series (100)

Eye on A.I. is a biweekly podcast, hosted by longtime New York Times correspondent Craig S. Smith. In each episode, Craig will talk to people making a difference in artificial intelligence. The podcast aims to put incremental advances into a broader context and consider the global implications of the developing technology. AI is about to change your world, so pay attention.

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Episode 8 - Bernhard Schölkopf & Matthias Bethge: In this episode of Eye on AI, I continue my review of AI research in different regions of the world with a focus on Europe. Europe, with its strong academic tradition, faces unique challenges in scientific research because of the continent's... by Eye On A.I.
22 min listen
Democratizing AI for the Warfighter: NSCAI staff David Kumashiro and Courtney Barno talked about the commission’s recommendations on democratizing AI for the warfighter and enabling bottom-up AI innovation. by Eye On A.I.
28 min listen
Episode 7 - Ben Rosman: In this episode of Eye on AI, I talk to Ben Rosman, who runs Africa’s largest machine learning lab at the University of Witwatersrand in Johannesburg, South Africa, where he is focused on reinforcement learning. Ben has been instrumental in unifying... by Eye On A.I.
24 min listen
Episode 2 demo - Jack Clark: In Episode 2 of Eye on AI, I talk to Jack Clark, Strategy and Communications Director at OpenAI, a nonprofit A.I. research company, in a wide-ranging conversation off of things highlighted in Jack’s popular Import AI newsletter. Topics include... by Eye On A.I.
28 min listen
Creating New Materials with AI: Alan Aspuru Guzik, a professor at the University of Toronto, talks about his work in new materials discovery with machine learning and building a fully automated materials lab that can synthesize molecules discovered in a computer. by Eye On A.I.
26 min listen
Reorganizing DoD for the AI Future: NSCAI staff Justin Lynch, Ryan Carpenter and Lance Lantier talk about how the 1986 Goldwater Nichols Act that reorganized the US military inspired the commission’s recommendations to reorganize the Department of Defense to drive adoption of emerging... by Eye On A.I.
29 min listen
Episode 6 - Julian Togelius: In this episode of Eye on AI, I talk to Julian Togelius, perhaps the most prolific researcher at the intersection of video games and artificial intelligence. Julian works on AI for games and games for AI. Some of his most significant work is in... by Eye On A.I.
28 min listen
Episode 3 - Misha Bilenko: In Episode 3 of Eye on AI, I talk to Misha Bilenko, head of AI at Yandex, the Google of Russia, about Vladimir Putin’s claim that whomever dominates AI will rule the world; about Yandex’s chatty virtual assistant, Alice; and how AI has made the... by Eye On A.I.
20 min listen
Episode 4 - Kaifu Lee: Kaifu Lee by Eye On A.I.
27 min listen
Episode 1 demo - Jack Clark: In Episode 1 of Eye on AI, I talk to Jack Clark, Strategy and Communications Director at OpenAI, a nonprofit A.I. research company, in a wide-ranging conversation off of things highlighted in Jack’s popular Import AI newsletter. Topics include... by Eye On A.I.
34 min listen
Google’s Kent Walker on Ethical AI: Kent Walker, who oversees the Google's AI ethics and responsible AI innovation, talks about how Google reviews AI systems for trust and safety and the outlook for safe AI going forward. by Eye On A.I.
39 min listen
Opening AI Career Paths in Government and funding STEM education: This week, NSCAI commissioner Jose-Marie Griffiths talks about her line of effort's recommendations to increase STEM related educational funding by $8 billion in order to prime the pump for an AI ready workforce and to make a variety of bureaucratic... by Eye On A.I.
37 min listen
AI in Space with NASA’s Steve Chien: NSCAI commissioner Steve Chien, technical supervisor of the artificial intelligence group at NASA's Jet Propulsion Laboratory, talks about the growing demand for AI solutions in space, from coordinating an increasing number of earth-orbiting objects... by Eye On A.I.
49 min listen
Episode 5 - Miles Brundage: In this episode of Eye on AI, I talk to Miles Brundage, who studies the societal impacts of artificial intelligence and works on the policy team of OpenAI, the nonprofit A.I. research company founded by Elon Musk. When I spoke to Miles, he was a... by Eye On A.I.
23 min listen
Educating the Warfighter to use AI by Eye On A.I.
38 min listen
Cade Metz on Genius Makers: This week, I talk to Cade Metz, the New York Times' lead reporter on artificial intelligence, about his new book, “Genius Makers, the Mavericks Who Brought AI to Google Facebook and the World." The book focuses on some of the... by Eye On A.I.
34 min listen
Eric Horvitz on AI and Allies: Eric Horvitz, chief research scientist at Microsoft and a commissioner on the National Security Commission on AI, talks about ensuring interoperability of AI systems with US allies and working to make all AI systems reliable. by Eye On A.I.
26 min listen
Geoff Hinton on his quest to decode learning in the brain: Geoff Hinton has lived at the outer reaches of machine learning research since an aborted attempt at a carpentry career a half century ago. He spoke to me about his work In 2020 and what he sees on the horizon for AI. by Eye On A.I.
39 min listen
Steps to Drive AI Innovation: NSCAI staff Tess Deblanc-Knowles and Mike Garris talk about the steps the US government needs to take to foster AI innovation in the years ahead. by Eye On A.I.
31 min listen
Tricky Business: Deploying AI Models on Hardware: An open-source compiler called TVM helps data scientists optimize their model’s performance on specific hardware. by Eye On A.I.
44 min listen
Yoshua Bengio and Iulian Serban on AI for Education: Turing award winner Yoshua Bengio and his colleague Julian Serban, co-founder of Korbit, an AI ed-tech startup with the aim of democratizing education, talk about enhancing education through the application of deep learning systems that can track... by Eye On A.I.
40 min listen
Building the Foundation for AI in National Security: NSCAI staff Mike Garris and Mike Jackson spoke about what needs to be done to lay the foundations for an AI-infused national security going forward. by Eye On A.I.
25 min listen
Biodata as an instrument of National Power: Chris Darby, CEO of the CIA-backed tech investment company In-Q-Tel, talks about the commission's recommendation that AI for national security be extended to biotechnology, and that bio-data be considered an instrument of national power. by Eye On A.I.
34 min listen
US Defense: AI-ready by 2025: NSCAI staff Chris Rice and Courtney Barno talk about what the US has to do to get up to speed on its AI military capabilities by 2025 in order to outpace our competitors, particularly China. by Eye On A.I.
39 min listen
Seth Dobrin: Seth Dobrin, chief AI officer at IBM, talks about the company's tools to increase the trustworthiness, fairness and explainability of AI models. by Eye On A.I.
27 min listen
Making the Government a Better AI Customer: NSCAI staff Kevin McGuinness and Raina Davis talked about the commission’s recommendations for increasing public visibility about the government’s AI needs and lowering the barrier to entry for companies that want to help meet those needs. by Eye On A.I.
29 min listen
Kaifu Lee Tells Our Future: AI commentator and investor Kaifu Lee talks about his book AI 2041 in which he considers possible futures for humanity if deep learning applications develop as planned. by Eye On A.I.
47 min listen
Riiid, the leader in AI for Education: David Yi and Yohan Lee from Riiid Labs, the leading startup applying machine-learning to education, talk about making personalized instruction available to anyone in the world with an internet-connected device. They spoke about the family of... by Eye On A.I.
45 min listen
Getting the Intelligence Community up to Speed with AI by Eye On A.I.
33 min listen
AI and National Security: US vs China: Ylli Bajraktari, executive director of the National Security Commission on AI, talked about what he considers the most important recommendations in the commission’s final report and about the need for Congress and the White House to act swiftly to... by Eye On A.I.
34 min listen

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#189 Rahul Sonwalkar: The Future of Programming, AI-Powered Code Generation with Julius AI: This episode is sponsored by TrialKey.ai, the market leader AI-driven clinical trial design optimization, and predictor that improves trial design and execution. With over 90% accuracy based on precision/recall, TrialKey.ai predicts the success of... by Eye On A.I.
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#188 Edward Balassanian: The Evolution of AI Music: This episode is sponsored by Vanta, The security and compliance platform trusted by more than 7,000 customers.With Vanta, you can unify your security program management with a built-in risk register and reporting, and proactively manage security... by Eye On A.I.
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#187 Mohamed Elgendy: Systematic Testing for Generative AI Models with Kolena: This episode is sponsored by Oracle. AI is revolutionizing industries, but needs power without breaking the bank. Enter Oracle Cloud Infrastructure (OCI): the one-stop platform for all your AI needs, with 4-8x the bandwidth of other clouds. Train AI... by Eye On A.I.
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#186 Ronen Dar: Maximizing GPU Utilization for AI with Run:ai: This episode is sponsored by 1Password. 1Password combines industry-leading security with award-winning design to bring private, secure, and user-friendly password management to everyone. Companies lose hours every day just from employees forgetting... by Eye On A.I.
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#185 Damon Rasheed & Saurabh Jain: Achieving Up to 90% Accuracy in Predicting Drug Clinical Trial Outcomes with Opyl's Trialkey.ai: This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. NetSuite is offering a one-of-a-kind flexible financing program. Head to to know... by Eye On A.I.
52 min listen
#184 André van Schaik: Building An Artificial Brain With 100 Billion Neurons: Dive into the cutting-edge realm of neuromorphic computing with André van Schaik, a professor of electrical engineering at the Western Sydney University, and director of the International Centre for Neuromorphic Systems, in Penrith, New South Wales,... by Eye On A.I.
46 min listen
#183 William Falcon: How Lightning Studio Transforms ML Model Deployment at Scale: This episode is sponsored by 1Password. 1Password combines industry-leading security with award-winning design to bring private, secure, and user-friendly password management to everyone. Companies lose hours every day just from employees forgetting... by Eye On A.I.
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#182 Dragomir Anguelov: The Future of Transportation - Waymo's Vision for Autonomous Driving: This episode is sponsored by 1Password. 1Password combines industry-leading security with award-winning design to bring private, secure, and user-friendly password management to everyone. Companies lose hours every day just from employees forgetting... by Eye On A.I.
63 min listen
#181 Nick Bostrom: The Meaning of Life in a World where AI can do Everything for Us: This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. NetSuite is offering a one-of-a-kind flexible financing program. Head to to know... by Eye On A.I.
55 min listen
#180 Thomas Lah: Navigating AI Adoption in Tech Businesses: This episode is sponsored by Oracle. AI is revolutionizing industries, but needs power without breaking the bank. Enter Oracle Cloud Infrastructure (OCI): the one-stop platform for all your AI needs, with 4-8x the bandwidth of other clouds. Train AI... by Eye On A.I.
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#179 Ylli Bajraktari: AI and National Security - The Race with China: Dive into the heart of the AI race between the US and China with Craig Smith in episode #179 of Eye on AI. This discussion features Ylli Bajraktari, the President and CEO of the Special Competitive Studies Project, as he unveils the strategic... by Eye On A.I.
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#178 Terry Sejnowski: The Role Of Neural Networks in Advancing AI: This episode is sponsored by Netsuite by Oracle, the number one cloud financial system, streamlining accounting, financial management, inventory, HR, and more. Download NetSuite’s popular KPI Checklist, designed to give you consistently excellent... by Eye On A.I.
53 min listen
#177 Björn Ommer: Are Diffusion Models The Key to Unlocking AI's Potential?: Join host Craig Smith on episode #177 of Eye on AI as he explores the cutting-edge world of generative models in artificial intelligence with Björn Ommer, a visionary AI researcher and Head of Computer Vision & Learning Group at Ludwig Maximilian... by Eye On A.I.
46 min listen
#176 Sergey Levine: Decoding The Evolution of AI in Robotics: Join host Craig Smith on episode #176 of Eye on AI as he dives deep into the realm of robotic artificial intelligence with Sergey Levine, associate professor in the Department of Electrical Engineering and Computer Sciences at UC Berkeley. In... by Eye On A.I.
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#175 Aravind Srinivas: Revolutionizing Search with Perplexity AI: Join host Craig Smith on episode #175 of Eye on AI as he engages in an enlightening conversation with Aravind Srinivas, co-founder and CEO of Perplexity AI. In this episode, Aravind delves into the intricacies of Perplexity AI, a groundbreaking... by Eye On A.I.
53 min listen
#174 Tianmin Shu: How World Models are Shaping The Future of AI: Join host Craig Smith on episode #174 of Eye on AI as he sits down with Tianmin Shu, Assistant Professor at Hawkins in both the Computer Science and Cognitive Science departments. In this episode, Tianmin unravels the fascinating concept of... by Eye On A.I.
49 min listen
#173 Vincent Vanhoucke: How Is AI Helping Advance Robotics?: Join host Craig Smith for episode #173 of Eye on AI, featuring a groundbreaking discussion with Vincent Vanhoucke, distinguished Scientist, and Senior Director for Robotics at Google DeepMind. In this episode, Vincent dives into the cutting-edge... by Eye On A.I.
33 min listen
#172 Cristóbal Valenzuela: Can AI Revolutionize How We Create Art?: Join host Craig Smith on episode #172 of Eye on AI as he sits down with Cris Valenzuela, co-founder and CEO of Runway, an applied AI research company shaping the next era of art, entertainment and human creativity Cris shares insights into the origins... by Eye On A.I.
45 min listen
#171 Anna Marie Wagner: Harnessing AI for Synthetic Biology: Join host Craig Smith on episode #171 of Eye on AI, for an enlightening conversation with Anna Marie Wagner, SVP, Head of AI at Ginkgo Bioworks, renowned for their work in synthetic biology and its integration with artificial intelligence. In this... by Eye On A.I.
54 min listen
#169 Guillermo Rauch: How To Use AI to Improve Web Development: Join host Craig Smith on episode #169 of Eye on AI as we sit down with Guillermo Rauch, CEO of Vercel, a company that optimizes frontend deployment, making web projects faster to execute and easier to scale. In this episode, we explore the... by Eye On A.I.
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Amazon's Sagemaker

Amazon's Sagemaker

Description

Titles in the series (100)

More Episodes from Eye On A.I.

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