Plausible Tomorrows: What's Ahead in the Age of AI

Battle for the AI Data Center: Deep Dive on the Semiconductor Supercycle with Stacy Rasgon

June 16, 2026

ABOUT THE EPISODE

Semiconductors have moved from the background of the technology stack to the center of the AI economy. What used to be a specialized industry discussed mostly by engineers and investors is now shaping the speed, cost, and strategic direction of modern computing.

In this episode of TechSurge, host Michael Marks speaks with Stacy Rasgon, Managing Director and Senior Analyst covering U.S. semiconductors and semiconductor capital equipment at Bernstein Research. Stacy has spent years analyzing the chip industry across cycles, but argues that the current moment feels different in scale: AI demand has created an unprecedented scramble for compute, memory pricing has surged, and companies across the stack are being forced to rethink capacity, architecture, and capital allocation.

The conversation explains the 4 different kinds of semiconductor cycles—supply, inventory, product, and demand — and why Stacy believes the industry is currently in a demand cycle of unusual magnitude. The discussion also unpacks the distinction between DRAM and NAND, why high-bandwidth memory is becoming strategically central to AI systems, and how the physical realities of wafer capacity and silicon area are constraining supply in ways the broader market often misses.

Stacy and Michael also discuss the hardware economics behind the current boom, with Michael pressing Stacy on why compute remains so scarce and how companies are improving performance through packaging and system design. Michael then moves the conversation beyond market headlines to the core business questions: who is actually paying for this compute, which use cases are generating real revenue, and whether AI spending is creating durable economic value or simply shifting costs elsewhere. Together, these questions highlight two of the episode's clearest insights: coding may be one of the earliest AI applications with meaningful willingness to pay, and inference, not training, is the real test of whether the current buildout becomes a lasting business or just another expensive wave of infrastructure.

Stacy explains the concentration of power among the major wafer fabrication equipment players, the rise of ASICs as a meaningful share of AI silicon, Broadcom's rapidly expanding AI opportunity, and the growing role of Chinese companies as new entrants, especially in memory and semiconductor equipment. Along the way, the conversation asks the defining question facing the sector: is this just another semiconductor upswing, or the first true supercycle the industry has seen? Stacy believes that this might be the biggest supercycle he has seen in his career.

Sign up for our newsletter at techsurgepodcast.com for updates on upcoming TechSurge Live Summits and future episodes.

Show Notes

Links:

  1. Stacy Rasgon on LinkedIn: https://www.linkedin.com/in/stacy-rasgon-6924963
  2. Bernstein: https://www.alliancebernstein.com/corporate/en/home.html

References Mentioned During the Discussion

  1. NVIDIA Blackwell Platform: https://www.nvidia.com/en-us/data-center/blackwell-platform/
  2. High Bandwidth Memory (HBM) overview from Micron: https://www.micron.com/products/memory/hbm
  3. DRAM overview from IBM: https://www.ibm.com/think/topics/dram
  4. NAND flash overview from IBM: https://www.ibm.com/think/topics/nand-flash-memory

Further Reading

  1. McKinsey on the semiconductor industry outlook: https://www.mckinsey.com/industries/semiconductors/our-insights/the-semiconductor-industry-in-2025
  2. Semiconductor Industry Association: 2025 State of the U.S. Semiconductor Industry: https://www.semiconductors.org
  3. NVIDIA on the Blackwell architecture and AI infrastructure roadmap: https://www.nvidia.com/en-us/data-center/blackwell-platform/
  4. Broadcom AI investor materials and infrastructure commentary: https://investors.broadcom.com
  5. ASML on lithography and advanced chip manufacturing: https://www.asml.com/en/technology
  6. Micron on HBM and AI memory demand: https://www.micron.com/products/memory/hbm

Timestamps

[00:00:00] — Highlights

[00:00:26] — Welcome to  the Episode

[00:01:29] — Meet Stacy Rasgon

[00:02:01] — Is This the First Real Semiconductor Supercycle?

[00:05:33] — Inside the Strongest Memory Cycle in History 

[00:09:14] — Can Innovation Keep Up With AI Demand?

[00:11:33] — Chiplets, Blackwell, and the New Economics of Compute 

[00:12:37] — What Could Signal the Cycle Is Slowing

[00:14:26] — Vertical Integration at the Hyperscales 

[00:16:36] — The Difference between Apple and Meta

[00:17:15] — What is Vertical Integration Being Done For?

[00:18:15] — Will other bottlenecks develop as This Progresses? 

[00:21:13] — Oligopoly Pricing in the Market

[00:22:22] — Any New Entrants into Memory?

[00:23:46] — Why the Industry Must Pivot From Training to Inference

[00:25:10] — Agentic Coding and the First Real AI Revenues

[00:26:57] — Groq, Low-Latency Inference, and What GPUs Cannot Do Alone

[00:29:28] —-Could The Smaller Companies All be Bought Up ?

[00:30:19] — Why Semiconductor Equipment Matters More Than Ever 

[00:31:00] — How Semiconductor Equipment is Affected by the Cycle

[00:32:55] — A Long Upcycle for Semiconductor Equipment Guys?

[00:33:13] — The Big Five and the Rise of Chinese Equipment Players

[00:34:24] — The Effects of Geopolitics

[00:35:02] — Broadcom’s Quiet AI Breakout

[00:40:46] — ASICs vs GPUs and the Next Wave of Custom Chips

[00:41:06] — Intel, Foundry Strategy, and the Long Turnaround

[00:46:46] —-The Risks the Market May Still Be Underestimating

[00:49:32] — Where Startups Still Have Room to Win

[00:50:39] — What the Semiconductor Industry Could Look Like Next Year

Transcription
RECENT EPISODES
June 2, 2026

In-Orbit Manufacturing, AI Data Centers, and the New Space Economy with MIT’s Ariel Ekblaw

For most of human history, space has been a place we visited. The next chapter may be about building there.

For decades, space was the domain of governments, astronauts, and science fiction. Today, falling launch costs, reusable rockets, and a new generation of ambitious founders are turning orbit into something else entirely: a place to build. The question is no longer whether humanity can construct large-scale infrastructure in space, but what we should build first-and why.

In this episode of TechSurge, host Sriram Vishwanath speaks with Dr. Ariel Ekblaw, Founder and CEO of Aurelia Institute, Research Affiliate at MIT’s Space Exploration Initiative, and founder of Rendezvous Robotics. Ariel has spent her career exploring one of the most fundamental challenges of the emerging space economy: how to build structures in orbit that are far larger than anything that can fit inside a rocket.

Ariel explains the origins of TESSERAE, her pioneering work on autonomous self-assembling space architecture, and how ideas borrowed from biology, swarm intelligence, and modular construction could unlock a future of massive solar arrays, communications infrastructure, orbital laboratories, and eventually human habitats in space.

The conversation explores the rapidly emerging market for in-orbit infrastructure, including AI data centers in space, space-based solar power, and the technologies needed to support a permanent industrial presence beyond Earth. Ariel breaks down the engineering realities behind these ideas—why cooling data centers in space is harder than most people assume, how autonomous assembly could solve the scale problem, and why the future of orbital infrastructure may look more like a business park than a collection of standalone satellites.

Sriram and Ariel also discuss the broader implications of humanity’s return to space: the economics unlocked by reusable launch systems, the opportunities created by dramatically lower transportation costs, and the second-order innovations that may emerge from building an industrial ecosystem in orbit. Along the way, they examine space debris, stewardship of the orbital commons, artificial gravity, and what it will take to make long-term human habitation in space viable.

At the heart of the discussion is Ariel’s belief that space is not an escape from Earth’s problems, but a tool for solving them. Whether through advanced manufacturing, new energy systems, biotechnology research, or entirely new industries, she argues that the next era of space exploration should be focused on improving life here at home.

Sign up for our newsletter at techsurgepodcast.com for updates on upcoming TechSurge Live Summits and future episodes.

May 21, 2026

The U.S. – China Deep Tech Arms Race

For years, the United States told itself a reassuring story: China could manufacture and copy, but it couldn't innovate. That story is no longer credible. From DeepSeek's compute-efficient AI model to BYD's dominance of the global EV market, China is producing both volume and quality across sectors that matter. The question is no longer whether China can compete — it's whether the United States is playing its own hand well.

In this episode of TechSurge, host Michael Marks speaks with Vivek Chilukury, Senior Fellow at CNAS, where he focuses on U.S.–China technology competition, AI policy, and digital geopolitics. Vivek's path from counter-terrorism work at the State Department to tech policy in the Senate gives him an unusually grounded perspective on how government actually functions — and where it keeps failing itself.

Vivek and Michael work through the full competitive landscape: the wake-up moments that shifted Washington's focus from manufacturing to technology dominance, why the dual-use nature of advanced technology has pulled the national security community into conversations once left to industry, and what Made in China 2025 actually achieved — and where it fell short.

The conversation goes deep on America's policy toolkit: what the CHIPS Act accomplished and why it wasn't enough, how export controls on advanced semiconductors are working and what they're missing, and why Washington is far too weighted toward restriction at the expense of the "run faster" side of the equation. Vivek is also candid about what DeepSeek really tells us — not just about Chinese innovation, but about the gap between building a model and deploying AI at scale.

They also explore the global dimension: China's "easy button" approach to technology exports, what the U.S. AI exports program is trying to do in response, the rise of "AI sovereignty" movements from Brussels to Delhi, and why the talent and immigration decisions of the past year amount to a serious self-inflicted wound.

The United States still holds the best hand in the world for this competition. The question Vivek keeps returning to is whether we're playing it well — and right now, his honest answer is no.

Sign up for our newsletter at techsurgepodcast.com for updates on upcoming TechSurge Live Summits and future Season 2 episodes.

May 6, 2026

Rare Earth Rush: Strategic Minerals and Tech's New Resource Wars

For thirty years, the United States largely ignored critical minerals. We mined less, processed less, and stockpiled less — while China quietly built the most dominant mineral supply chain in modern history. When China imposed rare earth export restrictions in 2024, manufacturers from Detroit to Tokyo scrambled. The invisible inputs powering electric vehicles, semiconductors, AI data centers, and defense systems had suddenly become visible — and vulnerable.

In this episode of TechSurge, host Sriram Viswanathan speaks with Dr. Gracelin Baskaran, Director of the Critical Mineral Security Program at the Center for Strategic and International Studies. A mining economist with over a decade of field experience across Africa, Latin America, Asia, and the Middle East, Gracelin is one of the sharpest minds working on how the world secures the raw materials that make advanced technology possible.

Gracelin brings a clarifying perspective to a topic that is often framed as a geopolitical contest: the real challenge, she argues, is economic. Until mining in allied countries is genuinely profitable — until the capital, energy infrastructure, processing technology, and policy stability are all in place — supply chain security remains aspirational, regardless of how many executive orders get signed.

Sriram and Gracelin work through the full landscape: what critical minerals actually are and why the term matters, how China built its dominance not just through geology but through industrial strategy and foreign policy, and why the 29-year average timeline from mineral discovery to production creates a fundamental tension with the pace of technology investment. They examine the gap the CHIPS Act left unfilled, the case for aggregating allied demand to change the economics of new mines, and what tech CEOs are dangerously wrong to assume about their own supply chains.

They also dig into the emerging policy architecture: Project Vault as a demand-driven civilian stockpile, the critical minerals ministerial that brought 55 countries to Washington, and the role of recycling and AI-driven exploration in accelerating a supply chain that cannot be built on mining alone.

Ultimately, Gracelin argues that America's greatest advantage is not its geology — it is its capacity to innovate. But innovation without investment, and investment without durable policy, will not be enough. The window is open. The question is whether the commitment holds.

If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform.

Sign up for our newsletter at techsurgepodcast.com for updates on upcoming TechSurge Live Summits and future Season 2 episodes.