Infrastructure Requirements for Next Generation AI | Kisaco Research

As organizations move from generative through agentic systems and beyond, how must infrastructure evolve to meet the ever expanding requirements for AI development? On the road to AGI, is a paradigm shift on the horizon, or can we get there with just more of the same?

Speaker(s): 

Author:

Andrew Ng

Founder & Executive Chairman
LandingAI

Dr. Andrew Ng is a globally recognized leader in AI (Artificial Intelligence). He is Founder of DeepLearning.AI, Founder & CEO of Landing AI, General Partner at AI Fund, Chairman & Co-Founder of Coursera and an Adjunct Professor at Stanford University’s Computer Science Department.

In 2011, he led the development of Stanford University's main MOOC (Massive Open Online Courses) platform and taught an online Machine Learning course that was offered to over 100,000 students leading to the founding of Coursera where he is currently Chairman and Co-founder.

Previously, he was Chief Scientist at Baidu, where he led the company’s ~1300 person AI Group and was responsible for driving the company’s global AI strategy and infrastructure. He was also the founding lead of the Google Brain team.

As a pioneer in machine learning and online education, Dr. Ng has changed countless lives through his work in AI, and has authored or co-authored over 200 research papers in machine learning, robotics and related fields. In 2013, he was named to the Time 100 list of the most influential persons in the world. He holds degrees from Carnegie Mellon University, MIT and the University of California, Berkeley.

Andrew Ng

Founder & Executive Chairman
LandingAI

Dr. Andrew Ng is a globally recognized leader in AI (Artificial Intelligence). He is Founder of DeepLearning.AI, Founder & CEO of Landing AI, General Partner at AI Fund, Chairman & Co-Founder of Coursera and an Adjunct Professor at Stanford University’s Computer Science Department.

In 2011, he led the development of Stanford University's main MOOC (Massive Open Online Courses) platform and taught an online Machine Learning course that was offered to over 100,000 students leading to the founding of Coursera where he is currently Chairman and Co-founder.

Previously, he was Chief Scientist at Baidu, where he led the company’s ~1300 person AI Group and was responsible for driving the company’s global AI strategy and infrastructure. He was also the founding lead of the Google Brain team.

As a pioneer in machine learning and online education, Dr. Ng has changed countless lives through his work in AI, and has authored or co-authored over 200 research papers in machine learning, robotics and related fields. In 2013, he was named to the Time 100 list of the most influential persons in the world. He holds degrees from Carnegie Mellon University, MIT and the University of California, Berkeley.

Author:

Mark Papermaster

CTO & EVP
AMD

Mark Papermaster is Chief Technology Officer and Executive Vice President responsible for Advanced Micro Devices (AMD) technical direction and product development. He led the re-design of engineering processes at AMD and the development of the award-winning “Zen” high-performance x86 CPU family, high-performance GPUs and the company’s modular design approach, Infinity Architecture. He also oversees Information Technology (IT) that delivers AMD’s compute infrastructure and services.

His 40+ years of engineering experience includes significant leadership roles managing the development of a wide range of products, from microprocessors to mobile devices and high-performance servers. Before joining AMD in October 2011 as Chief Technology Officer and Senior Vice President, Papermaster was the leader of Cisco’s Silicon Engineering Group, Apple Senior Vice President of Devices Hardware Engineering for iPod and iPhone and held multiple IBM roles in technology development including blade server and the microprocessor technology in mainframe, server, and storage products.

In October 2024, he was appointed the Vice Chair of the US Department of Commerce Industrial Advisory Committee (IAC) for the CHIPS for America program. He is also an active member of several boards and committees, including the Global Semiconductor Alliance Board of Directors, IEEE Industry Advisory Board, The University of Texas at Austin Cockrell School of Engineering Advisory Board, The University of Texas President’s Austin Innovation Board, and Purdue University Semiconductor Degrees Leadership Board.

Papermaster received his bachelor’s degree from the University of Texas at Austin and master’s degree from the University of Vermont, both in Electrical Engineering.

Mark Papermaster

CTO & EVP
AMD

Mark Papermaster is Chief Technology Officer and Executive Vice President responsible for Advanced Micro Devices (AMD) technical direction and product development. He led the re-design of engineering processes at AMD and the development of the award-winning “Zen” high-performance x86 CPU family, high-performance GPUs and the company’s modular design approach, Infinity Architecture. He also oversees Information Technology (IT) that delivers AMD’s compute infrastructure and services.

His 40+ years of engineering experience includes significant leadership roles managing the development of a wide range of products, from microprocessors to mobile devices and high-performance servers. Before joining AMD in October 2011 as Chief Technology Officer and Senior Vice President, Papermaster was the leader of Cisco’s Silicon Engineering Group, Apple Senior Vice President of Devices Hardware Engineering for iPod and iPhone and held multiple IBM roles in technology development including blade server and the microprocessor technology in mainframe, server, and storage products.

In October 2024, he was appointed the Vice Chair of the US Department of Commerce Industrial Advisory Committee (IAC) for the CHIPS for America program. He is also an active member of several boards and committees, including the Global Semiconductor Alliance Board of Directors, IEEE Industry Advisory Board, The University of Texas at Austin Cockrell School of Engineering Advisory Board, The University of Texas President’s Austin Innovation Board, and Purdue University Semiconductor Degrees Leadership Board.

Papermaster received his bachelor’s degree from the University of Texas at Austin and master’s degree from the University of Vermont, both in Electrical Engineering.

Author:

Fidelma Russo

CTO, EVP & GM, Hybrid Cloud
HPE

Fidelma Russo is the Executive Vice President and General Manager of Hewlett Packard Enterprise's Hybrid Cloud business unit, and the company's Chief Technology Officer. Fidelma's Hybrid Cloud team is tasked with solving some of IT's biggest challenges, including transforming business through the power of data, modernizing IT infrastructure with a true cloud experience, and dramatically simplifying operations across hybrid cloud IT estates - all as they help customers accelerate their adoption of AI.

As the leader of this global organization of over 5,500 employees, Fidelma is responsible for driving the strategic direction, development, and execution of HPE's GreenLake platform, storage, private cloud, and SaaS solutions, along with creating an innovation pipeline through the capabilities and services of the Office of the CTO. 

Fidelma joined Hewlett Packard Enterprise in September 2021 as Chief Technology Officer, where she led the creation, development, and delivery of HPE's GreenLake platform, a central offering for all of HPE's edge-to-cloud solutions and cloud services.

Based in Houston, Texas, Fidelma has more than 30 years of technology leadership spanning machine learning and analytics, global IT business services, cloud services, servers, storage, networking, backup, and infrastructure.

Prior to joining Hewlett Packard Enterprise, Fidelma was Senior Vice President and General Manager of the Cloud Services business unit at VMware. She has held notable senior leadership positions including Chief Technology Officer and Executive Vice President at Iron Mountain, Senior Vice President and General Manager at EMC, Vice President of Adaptive Infrastructure at Hewlett-Packard, and Senior Vice President of Network, Storage, and Software at Sun Microsystems.

Fidelma was appointed to Equinix's Board of Directors and audit committee in June 2022, and she also sits on the HP International Bank's Board of Directors. In July 2023, Fidelma was recognized in CRN's Top 100 Executive awards and Top 25 IT Innovators of 2023.

Fidelma holds a Bachelor of Engineering degree in electrical engineering from University College Cork, a master's in computer science from Boston University, and completed the Internet of Things Executive Education program at MIT's Sloan School of Management.

Fidelma Russo

CTO, EVP & GM, Hybrid Cloud
HPE

Fidelma Russo is the Executive Vice President and General Manager of Hewlett Packard Enterprise's Hybrid Cloud business unit, and the company's Chief Technology Officer. Fidelma's Hybrid Cloud team is tasked with solving some of IT's biggest challenges, including transforming business through the power of data, modernizing IT infrastructure with a true cloud experience, and dramatically simplifying operations across hybrid cloud IT estates - all as they help customers accelerate their adoption of AI.

As the leader of this global organization of over 5,500 employees, Fidelma is responsible for driving the strategic direction, development, and execution of HPE's GreenLake platform, storage, private cloud, and SaaS solutions, along with creating an innovation pipeline through the capabilities and services of the Office of the CTO. 

Fidelma joined Hewlett Packard Enterprise in September 2021 as Chief Technology Officer, where she led the creation, development, and delivery of HPE's GreenLake platform, a central offering for all of HPE's edge-to-cloud solutions and cloud services.

Based in Houston, Texas, Fidelma has more than 30 years of technology leadership spanning machine learning and analytics, global IT business services, cloud services, servers, storage, networking, backup, and infrastructure.

Prior to joining Hewlett Packard Enterprise, Fidelma was Senior Vice President and General Manager of the Cloud Services business unit at VMware. She has held notable senior leadership positions including Chief Technology Officer and Executive Vice President at Iron Mountain, Senior Vice President and General Manager at EMC, Vice President of Adaptive Infrastructure at Hewlett-Packard, and Senior Vice President of Network, Storage, and Software at Sun Microsystems.

Fidelma was appointed to Equinix's Board of Directors and audit committee in June 2022, and she also sits on the HP International Bank's Board of Directors. In July 2023, Fidelma was recognized in CRN's Top 100 Executive awards and Top 25 IT Innovators of 2023.

Fidelma holds a Bachelor of Engineering degree in electrical engineering from University College Cork, a master's in computer science from Boston University, and completed the Internet of Things Executive Education program at MIT's Sloan School of Management.