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Differentiated Understanding

Differentiated Understanding

Grace Shao 29 Episodes Jul 21, 2026

Each episode features a guest with a unique perspective on a critical issue, phenomenon, or business trend, helping listeners see things differently. The podcast is hosted by Grace Shao and is associated with the Substack publication aiproem.substack.com.

Episodes

Pony.ai’s Founder and CEO James Peng on What It Takes to Scale Robotaxis
Pony.ai’s Founder and CEO James Peng on What It Takes to Scale Robotaxis Jul 21, 2026 3324 When James Peng founded Pony.ai in 2016, many in Silicon Valley believed autonomous driving was only three to five years away. But he expected it would take at least a decade, because the challenge was never just teaching a car to drive. Commercialization also required regulatory approval, public trust, reliable fleet operations, and a cost structure that could support large-scale deployment. Ten
From Beauty Apps to AI Agents: Meitu’s CFO Gary Ngan on the Future of Visual AI
From Beauty Apps to AI Agents: Meitu’s CFO Gary Ngan on the Future of Visual AI Jul 14, 2026 3020 In this episode, I spoke with Gary Ngan, CFO of Meitu, about how the company is evolving from its roots in consumer photo editing into a broader AI-native visual creation platform across photo, video, design, and agents. For many investors, Meitu is still associated with beauty editing and selfie apps, but Gary frames the company today as an AI application company serving both leisure use cases an
Paul Triolo on Chinese labs makings chips, SMIC, Huawei and the importance of AI governance
Paul Triolo on Chinese labs makings chips, SMIC, Huawei and the importance of AI governance Jul 13, 2026 5148 Hi all, we’re back with the podcast. This is the perfect time for Paul Triolo to join us as he gives us a preview of the upcoming WAIC and walks us through some of the top-of-mind questions we have about China’s AI space right now. I do want to apologize for a bit of the echoing in the background; lesson learned to always use headphones going forward.In this episode, I speak with Paul Triolo, part
Future of mobility, a deep dive into the forces driving the Chinese EV revolution with Tu Le
Future of mobility, a deep dive into the forces driving the Chinese EV revolution with Tu Le Jun 17, 2026 4961 Hi all, I’m really scared to even share this episode because the last time I recorded an episode with Kyle Chan and mentioned cars, I got ripped online. So I just want to emphasize again that for car enthusiasts, I AM NOT A CAR person. I am here to learn. Haha, ok now that I’ve made that disclaimer…Joining me today is the ever-so-knowledgeable Tu Le. He is the founder and managing director of Sino
Where does Europe fit in the so-called China-US AI race?
Where does Europe fit in the so-called China-US AI race? Jun 8, 2026 4175 Joining me today is Alex Lu, who offers a unique perspective. Alex works at the intersection of three very different AI worlds: China, Europe, and enterprise transformation. Having spent more than a decade in France and now advising European companies on AI adoption (often Chinese models), he offers a perspective that is often missing from the broader AI conversation, which is typically framed as
China’s internet ecosystem, manufacturing base, batteries, EVs, robotics, and semiconductor becoming an AI-enabled industrial system
China’s internet ecosystem, manufacturing base, batteries, EVs, robotics, and semiconductor becoming an AI-enabled industrial system Jun 1, 2026 3028 In this episode of Differentiated Understanding, I spoke with THE TP Huang, an independent China tech analyst known for his work on fintech, EVs, batteries, AI, semiconductors, and the broader China industrial ecosystem.The conversation traces China’s technology evolution from the early internet era to the present. TP argues that China’s internet ecosystem was shaped by a combination of censorship
China's open-source ecosytem and the future of AI bootstrapping with ex-Hugging Face APAC head
China's open-source ecosytem and the future of AI bootstrapping with ex-Hugging Face APAC head May 25, 2026 3783 Joining me today is Tiezhen Wang (Tom), formerly of Hugging Face, where he worked with researchers in China, Australia, South Korea, Japan and across APAC, to help make open-source models more discoverable, usable, and visible to the global developer community. In this conversation, Tiezhen explains why Hugging Face became the GitHub for models and why open source is not just a distribution mechan
Nathan Lambert Reflects on China’s AI Labs: DeepSeek, Open Models, and the 'Race' with the U.S.
Nathan Lambert Reflects on China’s AI Labs: DeepSeek, Open Models, and the 'Race' with the U.S. May 19, 2026 3792 Joining me today is Nathan Lambert, author of Interconnects AI and a post-training lead at the Allen Institute for AI. Nathan recently returned from a major tour of China’s leading AI labs, where he met with researchers and teams building some of the most impressive open models in the world.In this conversation, we discuss what Nathan saw on the ground: how Chinese AI labs differ from their U.S. c
AI x education, a contentious but unavoidable future. Designing tech for children with Dex's Reni Cao
AI x education, a contentious but unavoidable future. Designing tech for children with Dex's Reni Cao May 18, 2026 3657 I spoke with Reni Cao, the CEO and co-founder of Dex. Dex Camera is a language-learning camera for kids. Reni is a dad, a former product lead at YouTube, and on a mission to build technology that does good for kids and gives digital autonomy back to parents. We dive into his personal story from his high school days that drives his passion for AI, and why he believes the current education system is
There's more to Korea than just chips. TheVentures CIO on the country's AI stack
There's more to Korea than just chips. TheVentures CIO on the country's AI stack May 11, 2026 3254 In this episode, I spoke to a leading South Korea VC, TheVentures’ CIO Ethan Cho. He argues that South Korea’s low fertility rate and aging population put pressure on Korea to be one of the world’s fastest adopters of AI technology, similar to its rapid embrace of high-speed internet in the early 2000s. While not a leader in foundational LLMs like the US or China, Korea’s strength lies in applicat
Assembled co-founder John Wang on building a AI native support system for enterprises
Assembled co-founder John Wang on building a AI native support system for enterprises May 4, 2026 2596 In this episode, I sit down with John Wang, the co-founder of Assembled, to explore how AI is revolutionizing customer support. Having transitioned from a Stripe engineer to an AI startup founder, John shares his unique insights into the evolution of support tools. We delve into how these tools have shifted from being mere cost centers to becoming strategic assets that enhance customer experiences
Matt Sheehan on China’s AI Policies: Employment, Anxiety, Safety, and State Priorities
Matt Sheehan on China’s AI Policies: Employment, Anxiety, Safety, and State Priorities Apr 27, 2026 3674 Today, I’m joined by Matt Sheehan who writes this insightful newsletter. Matt is a senior fellow in the Asia Program at the Carnegie Endowment for International Peace. He researches China’s AI ecosystem, Chinese tech policy, and how technology shapes the country’s political economy.Matt lived and worked in China from 2010 to 2016 and later led China tech research at the Paulson Institute’s MacroPo

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