The AIDC Debate offers a timely commentary on the AI economy and the fleet of data centers that enable it, all through a sharp technical lens. Manoj Sukumaran brings hands-on experience designing data center hardware for hyperscale cloud service providers. Shen Wang contributes a deep background in smart power electronics, data center thermal management, and electrical infrastructure. Vlad Galabov adds a strategic semiconductor-industry perspective shaped by senior roles at Intel and Ciena.
Host John Smith, PhD, guides listeners through a practical exploration of liquid cooling technologies and their applications.
16 Sept 2026TRANSCRIPT
Will AI be the end of us?
Industry experts debate the existential risks of artificial intelligence, exploring its profound implications for humanity's future.
10 Sept 2026TRANSCRIPT
The Hidden Cost of Long Context
Infra's CEO, John Smith, discusses KV cache optimization and predictive prefetch algorithms, revealing how to boost AI model performance and GPU utilization.
3 Sept 2026TRANSCRIPT
Are We Building Enough Data Centers?
Mark Daly from Bloomberg NEF discusses US data center build-out trends, AI construction challenges, and the global forecast in this interview.
4 Aug 2026TRANSCRIPT
Is AI drinking our water?
Host Alex Thompson interviews industry experts on AI data centers' water consumption, exploring innovative solutions for reduction and recycling.
28 Jul 2026TRANSCRIPT
Is AMD coming for NVIDIA's lunch?
Host Alex Davies interviews industry expert Dr. Evelyn Reed about AMD's AI strategy and its potential to challenge NVIDIA's market dominance.
23 Jul 2026
Do Americans Hate Data Centers?
The conversation explores the backlash against AI Data Centers in the US, addressing concerns about environmental impact, job creation, location challenges, and community engagement. It delves into the global data center capacity distribution, power generation, alternative solutions, and the future of AI Data Center builds in the US.
7 Jul 2026
Is there a slowdown?
The conversation delves into concerns about a market slowdown, the dynamics of infrastructure demand and supply, and the evolution of AI business models. It explores the impact of market sentiment, the constraints of physical infrastructure, and the need for smarter software choices to optimize efficiency. The discussion also touches on the potential for a stock market bubble and the ongoing revolution in the AI market.
18 Jun 2026
AI, Capacity & Community
The conversation covers the evolution of AIDC cooling technology to meet the demands of increasing rack densities and AI workloads. It also addresses the challenges in delivering and executing data center projects amidst a surge in demand for capacity.
The discussion delves into the transition to liquid cooling, the scalability and complexity of two-phase cooling technology, the growth in AI workloads and inference demand, enterprise data security, and the rapid pace of technological advancements and adoption. The conversation delves into the challenges faced by the data center industry, including the impact of new entrants and the need for a symbiotic relationship with the surrounding community. It also explores the complexities of liquid cooling and its impact on power consumption in data centers.
9 Jun 2026
Direct to Chip Liquid Cooling
The conversation delves into the latest trends and advancements in liquid cooling technology, including the announcement of a 15 kilowatt cold plate and the challenges and diversity in cooling technologies. It also explores the application of liquid cooling in AI computing and the optimization of cold plate design. The conversation covers topics such as innovation in microarchitecture and thermal design, AI-optimized computing and AI chip architecture, challenges and concerns in data center projects, market demand and industry trends, AI and automation in productivity, and the future of robotics and technology.
5 May 2026
DATA CENTER WORLD 2026
Washington
The conversation covers the topics of transformer shortage and import, the impact of hyperscalers on component manufacturing, nuclear reactor technology, and spray cooling for data centers. These topics provide insights into the challenges and innovations in the data center industry.
20 Mar 2026
NVIDIA GTC: Part Two
The conversation covers debates in the social media space, NVIDIA's ecosystem of rack scale designs, and innovative storage solutions. The discussion delves into the impact of these developments on the industry and the potential for future advancements.
18 Mar 2026
NVIDIA GTC: Part One
The conversation covers the NVIDIA GTC event, focusing on key takeaways, ecosystem development, and the trillion-dollar order pipeline. It also explores the impact on the server investment and data center growth forecasts.
Takeaways
Ecosystem Development
Trillion-Dollar Order Pipeline
Server Investment and Data Center Growth Forecasts
Chapters
00:00 Introduction to NVIDIA GTC Event
05:03 Discussion on Grok and Hardware Integration
13:09 Challenges and Integration of Grok
18:40 Discussion on NVIDIA's Order Pipeline
11 Mar 2026
Investment Tailwinds & Headwinds
The conversation covers our latest data center investment forecast and key new items, including the sale of CoolIT, the pause in Oracle and OpenAI's Stargate project, and the innovative developments in bio computing by Cortical Labs. The conversation explores the monetization of AI services and enterprise spending, as well as the democratization of agentic AI through OpenClaw.
00:00 Our take on the sale of CoolIT
12:25 Our take on the Stargate project cancellations
18:25 Our take on bio computing innovation
24:00 Data center investment tailwinds (incl. AI adoption)
40:53 Data center investment headwinds (incl. Middle East war)
11 Feb 2026
Sovereignty & The Space Race
The conversation covers a range of topics, including headlines and earnings announcements, drama between Nvidia and OpenAI, Microsoft's Maya 200 launch, Google's TPU and HBM elimination, CoreWeave's capex and power module shortage impact, challenges and solutions of space computing, and a discussion on sovereign IT and cloud. The conversation delves into the complexities and implications of these topics, providing valuable insights into the evolving landscape of technology and computing.
28 Jan 2026
The Death of the Metaverse
The conversation delves into the evolution and impact of the metaverse, exploring its definition, technological components, psychological implications, privacy concerns, and the role of AI. It also addresses misconceptions, real-world applications, and Meta's image problem.
21 Jan 2026
Trends and Truths: Part Two
This technical conversation delves into the trends and challenges in the AI data center industry. Central discussion topics include Microfluidic liquid cooling caused by AI computing demand and its implications on the broader technology industry. The team delves into innovation areas in data center power and cooling systems, explaining what data center operators should plan for.
00:00 Memory and storage supercycle - observations and drivers
05:45 Ramp of rack scale AI systems - shipments, vendors and users
09:25 Networking innovation and co-packaged optics deployments
10:55 Data center energy autonomy and self-generation projects
14:55 High voltage power distribution in the data center
17:45 Battery energy storage systems deployments in the data center
19:09 Two-phase direct-to-chip technology benefits and market formation
21:45 Single-phase direct-to-chip cold plate innovation
22:10 Most likely approaches to microfluidic liquid cooling
13 Jan 2026
Trends and Truths: Part One
The conversation covers the emotional response to AIDC, the drama and excitement of AI infrastructure, myth-busting related to the cooling market panic, the cult of personality and technical ignorance, the capacity to build AI data centers, addressing ROI and enterprise adoption challenges, and the future of AI tools and generative AI.
Takeaways
Emotional responses and drama surround the AI infrastructure industry.
The future of AI tools and generative AI will break the barriers of knowledge and professional skills.
Chapters
00:00 The Emotional Response to AIDC
08:40 The Cult of Personality and Technical Ignorance
18:45 Addressing ROI and Enterprise Adoption Challenges
36:48 The Future of AI Tools and Generative AI
Inside a recent episode
A Practitioners Guide to Liquid Cooling
Published 29 Sept 2026 · Transcript excerpt
[…] So in order to try to maintain some flexibility and some vendor neutrality for our customers, it is a little bit challenging to completely bank on that 45C that NVIDIA is saying. I do think from a sustainability perspective, if the industry does shift towards that direction, there's a lot more opportunity of things we can take advantage of, potentially using condenser water loops to support liquid cooling as opposed to chilled water loops, which as liquid cooling grows, that's potentially less energy you need to use on a chiller plant. And then you're potentially driving up your return water temperature, allowing you to participate in more heat reuse projects down the road as well. […]
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